| Title | Authors |
|---|---|
| A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection | Zhiwei Yang, Jing Ma, Hechang Chen, Hongzhan Lin, Ziyang Luo and Yi Chang |
| Finding Influential Instances for Distantly Supervised Relation Extraction | Zifeng Wang, Rui Wen, Xi Chen, Shao-Lun Huang, Ningyu Zhang and Yefeng Zheng |
| Stability of Syntactic Dialect Classification Over Space and Time | Jonathan Dunn and Sidney Wong |
| Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings | Sooji Han, Rui Mao and Erik Cambria |
| CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers | Yiming Ju, Weikang Wang, Yuanzhe Zhang, Suncong Zheng, Kang Liu and Jun Zhao |
| TSAM: A Two-Stream Attention Model for Causal Emotion Entailment | Duzhen Zhang, Zhen Yang, Fandong Meng, Xiuyi Chen and Jie Zhou |
| Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes | Bin Ji, Shasha Li, Jie Yu, Jun Ma and Huijun Liu |
| Two Languages Are Better Than One: Bilingual Enhancement For Chinese Named Entity Recognition | Jinzhong Ning, Zhihao Yang, Zhizheng Wang, Yuanyuan Sun, Hongfei LIN and Jian Wang |
| DCT-Centered Temporal Relation Extraction | Liang Wang, Peifeng Li and Sheng Xu |
| Debiasing Word Embeddings with Nonlinear Geometry | Lu Cheng, Nayoung Kim and Huan Liu |
| CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction | Yequan Wang, Xiang Li, Aixin Sun, Xuying Meng, Huaming Liao and Jiafeng Guo |
| Label Smoothing for Text Mining | Peiyang Liu, Xiangyu Xi, Wei Ye and Shikun Zhang |
| LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting | Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen and Ningyu Zhang |
| Neuro-Symbolic Visual Dialog | Adnen Abdessaied, Mihai Bâce and Andreas Bulling |
| DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition | Minghao Tang, Peng Zhang, Yongquan He, Yongxiu Xu, Chengpeng Chao and Hongbo Xu |
| PAEG: Phrase-level Adversarial Example Generation for Neural Machine Translation | Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang, Yong Yu and Zhoujun Li |
| Knowledge-injected Prompt Tuning for Event Detection | Haochen Li, Hongcheng Fan, Tong Mo, Jingkun Wang, Jiaxi Wang, Fuhao Zhang and Weiping Li |
| An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework based on Semantic Blocks | Xinnian Liang, Jing Li, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Mu Li and Zhoujun Li |
| Hierarchical information matters: Text classification via tree based graph neural network | Chong Zhang, He Zhu, Xingyu Peng, Junran Wu and Ke Xu |
| Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing | Xinyu Zuo, Haijin Liang, Ning Jing, Shuang Zeng, Zhou Fang and Yu Luo |
| Event Causality Identification via Derivative Prompt Joint Learning | Shirong Shen, Heng Zhou, Tongtong Wu and Guilin Qi |
| Reproducibility and automation of the Appraisal taxonomy | Pradeesh Parameswaran, Andrew Trotman, Veronica Liesaputra and David Eyers |
| A Closer Look at Few-Shot Out-of-Distribution Intent Detection | Li-Ming Zhan, Haowen Liang, Lu Fan, Xiao-Ming Wu and Albert Y.S. Lam |
| Few Clean Instances Help Denoising Distant Supervision | Yufang Liu, Ziyin Huang, Yijun Wang, Changzhi Sun, Man Lan, Yuanbin Wu, Xiaofeng Mou and Jian Tang |
| STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction | Junjie Yu, Xing Wang, Jiangjiang Zhao, Chunjie Yang and Wenliang Chen |
| Multilingual Word Sense Disambiguation with Unified Sense Representation | Ying Su, Hongming Zhang, Yangqiu Song and Tong Zhang |
| COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition | Yucheng Huang, Kai He, Yige Wang, Xianli Zhang, Tieliang Gong, Rui Mao and Chen Li |
| Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs | Ryoko Tokuhisa, Keisuke Kawano, Akihiro Nakamura and Satoshi Koide |
| Improving Continual Relation Extraction through Prototypical Contrastive Learning | Chengwei Hu, Deqing Yang, Haoliang Jin, Zhen Chen and Yanghua Xiao |
| Multi-Document Scientific Summarization from a Knowledge Graph-Centric View | Pancheng Wang, Shasha Li, Kunyuan Pang, Liang He, Dong Li, Jintao Tang and Ting Wang |
| Enhancing Pre-trained Models with Text Structure Knowledge for Question Generation | Zichen Wu, Xin Jia, Fanyi Qu and Yunfang Wu |
| Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning | Zhong Qian, Heng Zhang, Peifeng Li, Qiaoming Zhu and Guodong Zhou |
| Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis | Zijie Lin, Bin Liang, Yunfei Long, Yixue Dang, Min Yang, Min Zhang and Ruifeng Xu |
| Eureka: Neural Insight Learning for Knowledge Graph Reasoning | Alex X. Zhang, Xun Liang, Bo Wu, Xiangping Zheng, Sensen Zhang, Yuhui Guo and Jun Wang |
| ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition | Wei Xiang, Zhenglin Wang, Lu Dai and Bang Wang |
| Revisiting Statistical Laws of Semantic Shift in Romance Cognates | Yoshifumi Kawasaki, Maëlys Salingre, Marzena Karpinska, Hiroya Takamura and Ryo Nagata |
| Context-Tuning: Learning Contextualized Prompts for Natural Language Generation | Tianyi Tang, Junyi Li, Wayne Xin Zhao and Ji-Rong Wen |
| Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation | Cyril Chhun, Pierre Colombo, Fabian Suchanek and Chloé Clavel |
| Are People Located in the Places They Mention in Their Tweets? A Multimodal Approach | Zhaomin Xiao and Eduardo Blanco |
| Content Type Profiling of Data-to-Text Generation Datasets | Ashish Upadhyay and Stewart Massie |
| KoBEST: Korean Balanced Evaluation of Significant Tasks | Dohyung Kim, Myeongjun Jang, Deuk Sin Kwon and Eric Davis |
| Coordination Generation via Synchronized Text-Infilling | Hiroki Teranishi and Yuji Matsumoto |
| BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification | Ziwen Liu, Josep Grau-Bove and Scott Allan Orr |
| Analytic Automated Essay Scoring based on Deep Neural Networks Integrating Multidimensional Item Response Theory | Takumi Shibata and Masaki Uto |
| Structural Bias for Aspect Sentiment Triplet Extraction | Chen Zhang, Lei Ren, Fang Ma, Jingang Wang, Wei Wu and Dawei Song |
| Position Offset Label Prediction for Grammatical Error Correction | Xiuyu Wu, Jingsong Yu, Xu Sun and Yunfang Wu |
| Joint Language Semantic and Structure Embedding for Knowledge Graph Completion | Chenguang Wang, Jianhao Shen, Linyuan Gong and Dawn Song |
| Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest | Yifan Jin, Jiangmeng Li, Zheng Lian, Jiao Chengbo and Xiaohui Hu |
| Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs | Qiongkai Xu, Xuanli He, Lingjuan Lyu, Lizhen Qu and Gholamreza Haffari |
| Multi-view and Cross-view Brain Decoding | Subba Reddy Oota, Jashn Arora, Manish Gupta and Raju Surampudi Bapi |
| DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling | Lahari Poddar, Peiyao Wang and Julia Reinspach |
| Accuracy meets Diversity in a News Recommender System | Shaina Raza, Syed Raza Bashir and Usman Naseem |
| An MRC Framework for Semantic Role Labeling | Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei SUN, Han Qiu, Ziyao Wang, Guoyin Wang and Jun He |
| Phrase-Level Localization of Inconsistency Errors in Summarization by Weak Supervision | Masato Takatsuka, Tetsunori Kobayashi and Yoshihiko Hayashi |
| Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models | Ze-Feng Gao, Peiyu Liu, Wayne Xin Zhao, Zhong-Yi Lu and Ji-Rong Wen |
| A Hybrid Model of Classification and Generation for Spatial Relation Extraction | Feng Wang, Peifeng Li and Qiaoming Zhu |
| Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect | Naihao Deng, Yulong Chen and Yue Zhang |
| Paraphrase Generation as Unsupervised Machine Translation | Xiaofei SUN, Yufei Tian, Yuxian Meng, Nanyun Peng, Fei Wu, Jiwei Li and Chun Fan |
| In-the-Wild Video Question Answering | Santiago Castro, Naihao Deng, Pingxuan Huang, Mihai G. Burzo and Rada Mihalcea |
| Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information | Xuhui Sui, Ying Zhang, Kehui Song, Baohang Zhou, Guoqing Zhao, Xin Wei and Xiaojie Yuan |
| PCBERT: Parent and Child BERT for Chinese Few-shot NER | Peichao Lai, Feiyang Ye, Lin Zhang, Zhiwei Chen, Yanggeng Fu, Yingjie Wu and Yilei Wang |
| Semantic Sentence Matching via Interacting Syntax Graphs | Chen Xu, Jun Xu, Zhenhua Dong and Ji-Rong Wen |
| Human-in-the-loop Robotic Grasping using BERT Scene Representation | Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao and Yue Zhang |
| Diversifying Neural Text Generation with Part-of-Speech Guided Softmax and Sampling | Zhixian Yang, Pengxuan Xu and Xiaojun Wan |
| A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet Extraction | Yichun Zhao, Kui Meng and Gongshen Liu |
| The Fragility of Multi-Treebank Parsing Evaluation | Iago Alonso-Alonso, David Vilares and Carlos Gómez-Rodríguez |
| On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART | Zebin Ou, Meishan Zhang and Yue Zhang |
| COIN – An Inexpensive and Strong Baseline for Predicting Out of Vocabulary Word Embeddings | Andrew Schneider, Lihong He, Zhijia Chen, Arjun Mukherjee and Eduard Dragut |
| Noise-robust Cross-modal Interactive Learning with Text2image Mask for Multi-modal Neural Machine Translation | Junjie Ye, Junjun Guo, Yan Xiang, Kaiwen Tan and Zhengtao Yu |
| Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline | Feng Ge, Weizhao Li, Yi Cai and Haopeng Ren |
| Slot Dependency Modeling for Zero-Shot Cross-Domain Dialogue State Tracking | Qingyue Wang, Yanan Cao, Piji Li, Yanhe Fu, Zheng Lin and Li Guo |
| Generalized Intent Discovery: Learning from Open World Dialogue System | Yutao Mou, Keqing He, Yanan Wu, Pei Wang, Jingang Wang, Wei Wu, Yi Huang, Junlan Feng and Weiran Xu |
| Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts | Ran Song, Shizhu He, Suncong Zheng, Shengxiang Gao, Kang Liu, Zhengtao Yu and Jun Zhao |
| CoDoNMT: Modeling Cohesion Devices for Document-Level Neural Machine Translation | yikun lei, Yuqi Ren and Deyi Xiong |
| Simple and Effective Graph-to-Graph Annotation Conversion | Yuxuan Wang, Zhilin Lei, Yuqiu Ji and Wanxiang Che |
| Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning | Lishuang Li, Ruiyuan Lian, Hongbin Lu and Jingyao Tang |
| Improving Commonsense Contingent Reasoning by Pseudo-data and its Application to the Related Tasks | Kazumasa Omura and Sadao Kurohashi |
| Why is it hate speech? Masked rationale prediction for explainable hate speech detection | Jiyun Kim, Byounghan Lee and Kyung-Ah Sohn |
| Dynamic Dialogue Policy for Continual Reinforcement Learning | Christian Geishauser, Carel van Niekerk, Hsien-chin Lin, Nurul Lubis, Michael Heck, Shutong Feng and Milica Gasic |
| ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding | Xing Wu, Chaochen Gao, Liangjun Zang, Jizhong Han, Zhongyuan Wang and Songlin Hu |
| Addressing Asymmetry in Multilingual Neural Machine Translation with Fuzzy Task Clustering | Qian Wang and Jiajun Zhang |
| Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification | Hao Niu, Yun Xiong, Xiaosu Wang, Hongrun Ren and Yangyong Zhu |
| Autoregressive Entity Generation for End-to-End Task-Oriented Dialog | Guanhuan Huang, Xiaojun Quan and Qifan Wang |
| Federated Distillation of Semantic Knowledge Using Optimal Transport | Rishabh Bhardwaj, Tushar Vaidya and Soujanya Poria |
| Flat Multi-modal Interaction Transformer for Named Entity Recognition | JunYu Lu, DiXiang Zhang and PingJian Zhang |
| Adaptive Threshold Selective Self-Attention for Chinese NER | Biao Hu, Zhen Huang, Ziwen Zhang, Minghao Hu and Yong Dou |
| New or Old? Exploring How Pre-Trained Language Models Represent Discourse Entities | Sharid Loáiciga, Anne Beyer and David Schlangen |
| Automated Essay Scoring via Pairwise Contrastive Regression | Jiayi Xie, Kaiwei Cai, Li Kong, Junsheng Zhou and Weiguang QU |
| ArT: All-round Thinker for Unsupervised Commonsense Question Answering | Jiawei Wang and Hai Zhao |
| Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations | Jinfa Yang, Xianghua Ying, Yongjie Shi, Xin Tong, Robin Wang, Taiyan Chen and Bowei Xing |
| From Polarity to Intensity: Mining Morality from Semantic Space | Chunxu Zhao, Pengyuan Liu and Dong Yu |
| Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications | Heng-yang Lu, Chenyou Fan, Jun Yang, Cong Hu, Wei Fang and Xiao-jun Wu |
| OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction | Hu Cao, Jingye Li, Fei Li, Hao Fei, Shengqiong Wu, Bobo Li, Liang Zhao and Donghong Ji |
| A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck | Jie Zhou, Qi Zhang, Qin Chen, Liang He and Xuanjing Huang |
| A Relation Extraction Dataset for Knowledge Extraction from Web Tables | Siffi Singh, Alham Fikri Aji, Gaurav Singh and Christos Christodoulopoulos |
| "Mama Always Had a Way of Explaining Things So I Could Understand": A Dialogue Corpus for Learning How to Explain | Henning Wachsmuth and Milad Alshomary |
| MICO: Selective Search with Mutual Information Co-training | Zhanyu Wang, Xiao Zhang, Hyokun Yun, Choon Hui Teo and Trishul Chilimb |
| A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products | Kesong Liu, Feifei Lyu and Jianhui Jiang |
| A Survey on Multimodal Disinformation Detection | Firoj Alam, Stefano Cresci, Tanmoy Chakraborty, Fabrizio Silvestri, Dimiter Dimitrov, Giovanni Da San Martino, Shaden Shaar, Hamed Firooz and Preslav Nakov |
| KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings | Zhiping Luo, Wentao Xu and Jian Yin |
| Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference | Jamell Dacon, Haochen Liu and Jiliang Tang |
| Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective | Shihan Dou, rui zheng, Ting Wu, SongYang Gao, Junjie Shan, Qi Zhang, Yueming Wu and Xuanjing Huang |
| Interactive Post-Editing for Verbosity Controlled Translation | Prabhakar Gupta, Anil Nelakanti, Grant M. Berry and Abhishek Sharma |
| How to Parse a Creole: When Martinican Creole Meets French | Ludovic Mompelat, Daniel Dakota and Sandra Kübler |
| Visio-Linguistic Brain Encoding | Subba Reddy Oota, Jashn Arora, Vijay Rowtula, Manish Gupta and Raju Surampudi Bapi |
| Can Data Diversity Enhance Learning Generalization? | Yu Yu, Shahram Khadivi and Jia Xu |
| Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning | Nghia Ngo Trung, Linh Ngo and Thien Huu Nguyen |
| Adaptive Unsupervised Self-training for Disfluency Detection | Zhongyuan Wang, Yixuan Wang, Shaolei Wang and Wanxiang Che |
| Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher | Mehdi Rezagholizadeh, Aref Jafari, Puneeth Saladi, Pranav Sharma, Ali Saheb Pasand and Ali Ghodsi |
| Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation | Qijiong Liu, Jieming Zhu, Quanyu Dai and Xiaoming Wu |
| Noisy Label Regularisation for Textual Regression | Yuxia Wang, Karin Verspoor and Timothy Baldwin |
| Dual Capsule Attention Mask Network with Mutual Learning for Visual Question Answering | Weidong Tian, Haodong Li and Zhong-Qiu Zhao |
| SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation | Longxuan Ma, Ziyu Zhuang, Wei-Nan Zhang, mingda Li and Ting Liu |
| Translating the Unseen? Yorùbá→English MT in Low-Resource, Morphologically-Unmarked Settings | Ife Adebara, Muhammad Abdul-Mageed and Miikka Silfverberg |
| UECA-Prompt: Universal Prompt for Emotion Cause Analysis | Xiaopeng Zheng, Zhiyue Liu, Zizhen Zhang, Zhaoyang Wang and Jiahai Wang |
| BRCC and SentiBahasaRojak: The First Bahasa Rojak Corpus for Pretraining and Sentiment Analysis Dataset | Nanda Putri Romadhona, Sin-En Lu, Bo-Han Lu and Richard Tzong-Han Tsai |
| Re-Examining FactBank: Predicting the Author’s Presentation of Factuality | John Murzaku, Peter Zeng, Magdalena Markowska and Owen Rambow |
| Deciphering and Characterizing Out-of-Vocabulary Words: A Bulgarian Case Study | Georgie Botev, Arya D. McCarthy, Winston Wu and David Yarowsky |
| Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion | Chen Chen, Yufei Wang, Bing Li and Kwok-Yan Lam |
| Cross-modal Contrastive Attention Model for Medical Report Generation | Xiao Song, Xiaodan Zhang, Junzhong Ji, Ying Liu and Pengxu Wei |
| Ruleformer: Context-aware Rule Mining over Knowledge Graph | Zezhong Xu, Wen Zhang, Peng Ye, Hui Chen, Meng Zhao and Huajun Chen |
| Selective Token Generation for Few-shot Natural Language Generation | Daejin Jo, Taehwan Kwon, Eun-Sol Kim and Sungwoong Kim |
| Attribute Injection for Pretrained Language Models: A New Benchmark and An Efficient Method | Reinald Kim Amplayo, Kang Min Yoo and Sang-Woo Lee |
| Multi-modal Contrastive Representation Learning for Entity Alignment | Zhenxi Lin, Ziheng Zhang, Meng Wang, Yinghui Shi, Xian Wu and Yefeng Zheng |
| Transferring Confluent Knowledge to Argument Mining | João António Rodrigues and António Branco |
| Automatic Keyphrase Generation by Incorporating Dual Copy Mechanisms in Sequence-to-Sequence Learning | Siyu Wang, Jianhui Jiang, Yao Huang and Yin Wang |
| Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder | Fangyu Lei, Shizhu He, Jun Zhao and Kang Liu |
| Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning | Xuantao Lu, Jingping Liu, Zhouhong Gu, Hanwen Tong, Chenhao Xie, Junyang Huang, Yanghua Xiao and Wenguang Wang |
| Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval | Yeon Seonwoo, Seunghyun Yoon, Franck Dernoncourt, Trung Bui and Alice Oh |
| Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender | Anne Lauscher, Archie Crowley and Dirk Hovy |
| DISK: Domain-constrained Instance Sketch for Math Word Problem Generation | Tiangyang Cao, Shuang Zeng, Xiaodan Xu, Mairgup Mansur and Baobao Chang |
| AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment Analysis | Ziming Li, Weibo Zhang, Yaxin Liu, Chuanpeng Yang, Yan Zhou, Zheng Lian and Songlin Hu |
| Generating Temporally-ordered Event Sequences via Event Optimal Transport | Bo Zhou, Yubo Chen, Kang Liu, Jun Zhao, Jiexin Xu, Xiaojian Jiang and Qiuxia Li |
| Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training | Zhongjian Miao, Xiang Li, Liyan Kang, Wen Zhang, Chulun Zhou, Yidong Chen, Bin Wang, Min Zhang and Jinsong Su |
| Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing | Yifei Yang, Zuchao Li and Hai Zhao |
| Aspect-based Sentiment Analysis as Machine Reading Comprehension | Yifei Yang and Hai Zhao |
| JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report Generation | Jingyi You, Dongyuan Li, Manabu Okumura and Kenji Suzuki |
| Adapting to Non-Centered Languages for Zero-shot Multilingual Translation | Zhi Qu and Taro Watanabe |
| Focus-Driven Contrastive Learning for Medical Question Summarization | Ming Zhang, Shuai Dou, Ziyang Wang and Yunfang Wu |
| DESED: Dialogue-based Explanation for Sentence-level Event Detection | Yinyi Wei, Shuaipeng Liu, Jianwei Lv, Xi Xiangyu, Wei Ye, Tong Mo, Fan Yang and Guanglu Wan |
| CILex: An Investigation of Context Information for Lexical Substitution Methods | Sandaru Seneviratne, Elena Daskalaki, Artem Lenskiy and Hanna Suominen |
| Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service Chatbots | Yang Sun, Liangqing Wu, Shuangyong Song, Xiaoguang Yu, Xiaodong He and Guohong Fu |
| UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based Extractor | Shangqing Tu, Jifan Yu, Fangwei Zhu, Juanzi Li, Lei Hou and Jian-Yun Nie |
| Zero-shot Script Parsing | Fangzhou Zhai, Vera Demberg and Alexander Koller |
| Nonparametric Forest-Structured Neural Topic Modeling | Zhihong Zhang, Xuewen Zhang and Yanghui Rao |
| Multilingual and Multimodal Topic Modelling with Pretrained Embeddings | Elaine Zosa and Lidia Pivovarova |
| Source-summary Entity Aggregation in Abstractive Summarization | José-Ángel González, Annie Louis and Jackie Chi Kit Cheung |
| SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers | Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang and Yongbin Li |
| Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding | Linhai Zhang and Deyu Zhou |
| Improving Deep Embedded Clustering via Learning Cluster-level Representations | Qing Yin, Zhihua Wang, Yunya Song, Yida Xu, Shuai Niu, Liang Bai, Yike Guo and Xian YANG |
| Question Generation Based on Grammar Knowledge and Fine-grained Classification | Yuan Sun, Sisi Liu, Zhengcuo Dan and Xiaobing Zhao |
| Cross-lingual Feature Extraction from Monolingual Corpora for Low-resource Unsupervised Bilingual Lexicon Induction | Zihao Feng, Hailong Cao and Tiejun Zhao |
| Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases | Xixin Hu, Xuan Wu, Yiheng Shu and Yuzhong Qu |
| Graph-to-Text Generation with Dynamic Structure Pruning | Liang Li, Ruiying Geng, Bowen Li, Can Ma, Yinliang Yue, Binhua Li and Yongbin Li |
| MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction | Saadullah Amin, Pasquale Minervini, David Chang, Pontus Stenetorp and Guenter Neumann |
| ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension | Xiao Zhang, Heyan Huang, Zewen Chi and Xian-Ling Mao |
| A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit | Jivnesh Sandhan, Ashish Gupta, Hrishikesh Terdalkar, Tushar Sandhan, Suvendu Samanta, Laxmidhar Behera and Pawan Goyal |
| Adaptive Feature Discrimination and Denoising for Asymmetric Text Matching | Yan Li, Chenliang Li and Junjun Guo |
| GRASP: Guiding model with RelAtional Semantics using Prompt | Junyoung Son, Jinsung Kim, Jungwoo Lim and Heuiseok Lim |
| Informative Language Representation Learning for Massively Multilingual Neural Machine Translation | Renren Jin and Deyi Xiong |
| Event Detection with Dual Relational Graph Attention Networks | Jiaxin Mi, Po Hu and Peng Li |
| Towards Community-Led Language Documentation: Speech Technologies to Support Transcription in Aboriginal Communities | Eric Le Ferrand, Steven Bird and Laurent Besacier |
| Semantic-Preserving Adversarial Code Comprehension | Yiyang Li, Hongqiu Wu and Hai Zhao |
| RSGT: Relational Structure Guided Temporal Relation Extraction | Jie Zhou, Shenpo Dong, Hongkui Tu, Xiaodong Wang and Yong Dou |
| Social Bot-Aware Graph Neural Network for Early Rumor Detection | Zhen Huang, Zhilong Lv, Xiaoyun Han, Binyang Li, Menglong Lu and Dongsheng Li |
| Dynamic Relevance Graph Network for Knowledge-Aware Question Answering | Chen Zheng and Parisa Kordjamshidi |
| Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach | Bo Zhou, Chenhao Wang, Yubo Chen, Kang Liu, Jun Zhao, Jiexin Xu, Xiaojian Jiang and Qiuxia Li |
| Mining Health-related Cause–Effect Statements with High Precision at Large Scale | Ferdinand Schlatt, Dieter Bettin, Matthias Hagen, Benno Stein and Martin Potthast |
| Global Readiness of Language Technology for Healthcare: What would it Take to Combat the Next Pandemic? | Ishani Mondal, Kabir Ahuja, Mohit Jain, Jacki O'Neill, Kalika Bali and Monojit Choudhury |
| A-TIP: Attribute-aware Text Infilling via Pre-trained Language Model | Dongyuan Li, Jingyi You, Kotaro Funakoshi and Manabu Okumura |
| COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities | Yuqiang Xie, Yue Hu, Wei Peng, Guanqun Bi and Luxi Xing |
| KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features | Minghao Xu, Daling Wang, Shi Feng, Zhenfei Yang and Yifei Zhang |
| Exploiting Sentiment and Common Sense for Zero-shot Stance Detection | Yun Luo, Zihan Liu, Yuefeng Shi and Yue Zhang |
| Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts | Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Chaofeng Sha and Yanghua Xiao |
| CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions | Xinpeng Wang, Han Jiang, Shanlin Zhou and Zhihua Wei |
| DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction | Mengru Wang, Jianming Zheng, Fei Cai, Taihua Shao and Honghui Chen |
| Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation | Husam Quteineh, Spyridon Samothrakis and Richard Sutcliffe |
| Curating a Large-Scale MI Dataset using Peer Support Forums | Anuradha Welivita and Pearl Pu |
| Comparative Graph-based Summarization of Scientific Papers Guided by Comparative Citations | Chaoxiang Cai, Jingqiang Chen and Kejia Chen |
| Complicate then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification | Xu Zhang, ZeJie Liu, Yanzheng Xiang and Deyu Zhou |
| Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model | Jeska Buhmann, Maxime De Bruyn, Ehsan Lotfi and Walter Daelemans |
| ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation | Cunxiao Du, Zhaopeng Tu, Longyue Wang and Jing Jiang |
| Unsupervised Lexical Substitution with Decontextualised Embeddings | Takashi Wada, Timothy Baldwin, Yuji Matsumoto and Jey Han Lau |
| SelfMix: Robust Learning Against Textual Label Noise with Self-Mixup Training | Dan Qiao, Chenchen Dai, Yuyang Ding, Juntao Li, Min Zhang, Wenliang Chen and Qiang Chen |
| TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding | Zichen Liu, Xuyuan Liu, Yanlong Wen, Guoqing Zhao, Hongbin Wang and Xiaojie Yuan |
| ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering | Yu Gu and Yu Su |
| Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER | Jun Zhao, Xin Zhao, WenYu Zhan, Tao Gui, Qi Zhang, Liang Qiao, Zhanzhan Cheng and Shiliang Pu |
| Towards Understanding the Relation between Gestures and Language | Artem Abzaliev, Andrew Owens and Rada Mihalcea |
| Demystifying Neural Fake News via Linguistic Feature-Based Interpretation | Souvik Bhattacharya, Ankit Aich and Natalie Parde |
| Language-specific Effects on Automatic Speech Recognition Errors | June Choe, Yiran Chen, May Pik Yu Chan, Aini Li, Xin Gao and Nicole Holliday |
| Equivariant Transduction through Invariant Alignment | Jennifer C. White and Ryan Cotterell |
| Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning | Jesujoba Alabi, David Adelani, Marius Mosbach and Dietrich Klakow |
| Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature | Sajawel Ahmed, Rob van der Goot, Misbahur Rehman, Carl Kruse, Ömer Özsoy, Alexander Mehler and Gemma Roig |
| MECI: A Multilingual Dataset for Event Causality Identification | Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt and Thien Huu Nguyen |
| Programmable Annotation with Diversed Heuristics and Data Denoising | Ernie Chang, Alex Marin and Vera Demberg |
| Community Topic: Topic model inference by consecutive word community discovery | Eric Austin, Osmar Zaïane amd Christine Largeron |
| Debiasing isn't enough! -- On the Effectiveness of Debiasing MLMs and their Social Biases in Downstream Tasks | Masahiro Kaneko, Danushka Bollegala and Naoaki Okazaki |
| How to Find Strong Summary Coherence Measures? A Toolbox and a Comparative Study for Summary Coherence Measure Evaluation | Julius Steen and Katja Markert |
| Simple yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition | Matias Rojas, Felipe Bravo-Marquez and Jocelyn Dunstan |
| Improving Low-resource RRG Parsing with Cross-lingual Self-training | Kilian Evang, Laura Kallmeyer, Jakub Waszczuk, Kilu von Prince, Tatiana Bladier and Simon Petitjean |
| Prepositions matter in quantifier scope disambiguation | Aleksander Leczkowski, Justyna Grudzinska, Manuel Vargas Guzmán, Aleksander Wawer and Aleksandra Siemieniuk |
| Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages | Valeriy Lobov, Alexandra Ivoylova and Serge Sharoff |
| Text-to-Text Extraction and Verbalization of Biomedical Event Graphs | Giacomo Frisoni, Gianluca Moro and Lorenzo Balzani |
| InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples | Venelin Kovatchev and Mariona Taulé |
| Automatic Generation of Large-scale Multi-turn Dialogues from Reddit | Daniil Huryn, William Mack Hutsell and Jinho D. D. Choi |
| Modelling Commonsense Properties using Pre-Trained Bi-Encoders | Amit Gajbhiye, Luis Espinosa Anke and Steven Schockaert |
| Boostring Code Summarization by Embedding Code Structures | jikyoeng Son, Joonghyuk Hahn, HyeonTae Seo and Yo-Sub Han |
| Byte-based Multilingual NMT for Endangered Languages | Mengjiao Zhang and Jia Xu |
| Event Causality Extraction with Event Argument Correlations | Shiyao Cui, Jiawei Sheng, Xin Cong, Tingwen Liu and Jinqiao Shi |
| Measuring Geographic Performance Disparities of Offensive Language Classifiers | Brandon Lwowski, peyman najafirad and Anthony Rios |
| APPDIA: A Discourse-aware Transformer-based Style Transfer Model for Offensive Social Media Conversations | Katherine Atwell, Sabit Hassan and Malihe Alikhani |
| Optimal Partial Transport based Sentence Selection for Long-form Document Matching | Weijie Yu, Liang Pang, Jun Xu, Bing Su, Zhenhua Dong and Ji-Rong Wen |
| An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning | Shaobin Chen, Jie Zhou, Yuling Sun and Liang He |
| Machine Reading, Fast and Slow: When Do Models “Understand” Language? | Sagnik Ray Choudhury, Anna Rogers and Isabelle Augenstein |
| Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer | Qiong Nan, Danding Wang, Yongchun Zhu, Qiang Sheng, Yuhui Shi, Juan Cao and Jintao Li |
| GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation | Anthony Colas, Mehrdad Alvandipour and Zhe Wang |
| Can Edge Probing Tests Reveal Linguistic Knowledge in QA Models? | Sagnik Ray Choudhury, Nikita Bhutani and Isabelle Augenstein |
| Competence-based Question Generation | Jingxuan Tu, Kyeongmin Rim and James Pustejovsky |
| KHANQ: A Dataset for Generating Deep Questions in Education | Huanli Gong, Liangming Pan and Hengchang Hu |
| EmoMent: An Emotion Annotated Mental Health Corpus from two South Asian Countries | Thushari Atapattu, Mahen Herath, Charitha Elvitigala, Piyanjali de Zoysa, Kasun Gunawardana, Menasha Thilakaratne, Kasun de Zoysa and Katrina Falkner |
| Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering | Zhengbao Jiang, Jun Araki, Haibo Ding and Graham Neubig |
| Towards Summarizing Healthcare Questions in Low-Resource Setting | Shweta Yadav and Cornelia Caragea |
| CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event Extraction | Yubing Ren, Yanan Cao, Fang Fang, Ping Guo, Zheng Lin, Wei Ma and Yi Liu |
| Gated Mechanism Enhanced Multi-Task Learning for Dialog Routing | Ziming Huang, Zhuoxuan Jiang, Ke Wang, Juntao Li, Shanshan Feng and Xian-Ling Mao |
| AnonymousDataset: A Large-scale Multilingual dataset for Complex Named Entity Recognition | Shervin Malmasi, Anjie Fang, Besnik Fetahu, Sudipta Kar and Oleg Rokhlenko |
| Unsupervised Multi-scale Expressive Speaking Style Modeling with Hierarchical Context Information for Audiobook Speech Synthesis | Xueyuan Chen, Shun Lei, Zhiyong Wu, Dong Xu, Weifeng Zhao and Helen Meng |
| Measuring Robustness for NLP | Yu Yu, Abdul Rafae Khan and Jia Xu |
| SHAP-Based Explanation Methods: A Review for NLP Interpretability | Edoardo Mosca, Ferenc Szigeti, Stella Tragianni, Daniel Gallagher and Georg Groh |
| Analyzing the Dialect Diversity in Multi-document Summaries | Olabisi Olubusayo, Aaron Hudson, Antonie Jetter and Ameeta Agrawal |
| LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation | Yue Zhang and Parisa Kordjamshidi |
| CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence Modeling | Jinfeng Zhou, Bo Wang, Zhitong Yang, Dongming Zhao, Kun Huang, Ruifang He and Yuexian Hou |
| PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization | Xiaochen Liu, Yu Bai, Yinan Hu, Jiawei Li, Yang Gao and Boxing Chen |
| Key Mention Pairs Guided Document-Level Relation Extraction | Feng Jiang, Jianwei Niu, Shasha Mo and Shengda Fan |
| A Sentiment and Emotion aware Multimodal Multiparty Humor Recognition in Multilingual Conversational Setting | Dushyant Singh Chauhan, Gopendra Vikram Singh, Aseem Arora, Asif Ekbal and Pushpak Bhattacharyya |
| Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing | Shilin Zhou, Qingrong Xia, Zhenghua Li, Yu Zhang, Yu Hong and Min Zhang |
| Semantic Overlap Summarization among Multiple Alternative Narratives: an Exploratory Study | Naman Bansal, Mousumi Akter and Shubhra Kanti Karmaker |
| Smells like Teen Spirit: An Exploration of Sensorial Style in Language | Osama Khalid and Padmini Srinivasan |
| MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification | Kailin Zhao, Xiaolong Jin, Saiping Guan, Jiafeng Guo and Xueqi Cheng |
| uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers | Piji Li |
| "No, they did not'': Dialogue response dynamics in pre-trained language models | Sanghee Kim, Lang Yu and Allyson Ettinger |
| Emotion Enriched Retrofitted Word Embeddings | Sapan Shah, Sreedhar Reddy and Pushpak Bhattacharyya |
| SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance Detection | Jianhua Yuan, Yanyan Zhao, Yanyue Lu and Bing Qin |
| Taking Actions Separately: A Bidirectional-Adaptive Transfer Learning Method for Low-Resource Neural Machine Translation | Xiaolin Xing, Yu Hong, Minhan Xu, Jianmin Yao and Guodong Zhou |
| Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at each Single-Hop? | Jesus Lovon, Jose G. Moreno, Romaric Besançon, Olivier Ferret and Lynda Tamine Lechani |
| Semantic-based Pre-training for Dialogue Understanding | Xuefeng Bai, Linfeng Song and Yue Zhang |
| SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition | Zeng Yang, Linhai Zhang and Deyu Zhou |
| BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning | Ziming Cheng, Zuchao Li and Hai Zhao |
| MockingBERT: A Method for Retroactively Adding Resilience to NLP Models | Jan Jezabek and Akash Singh |
| LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging | Andy Rosenbaum, Saleh Soltan, Wael Hamza, Yannick Versley and Markus Boese |
| Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval | Robert Litschko, Ivan Vulić and Goran Glavaš |
| Psychology-guided Controllable Story Generation | Yuqiang Xie, Yue Hu, Yunpeng Li, Guanqun Bi, Luxi Xing and Wei Peng |
| DialMed: A Dataset for Dialogue-based Medication Recommendation | zhenfeng he, Yuqiang Han, Zhenqiu Ouyang, Wei Gao, Hongxu Chen, Guandong Xu and Jian Wu |
| Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words | Haochun Wang, Chi Liu, Nuwa Xi, Sendong Zhao, Meizhi Ju, Shiwei Zhang, Ziheng Zhang, Yefeng Zheng, Bing Qin and Ting Liu |
| Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision | Zhihua Su and Qiang ZHOU |
| Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective | Yuanzhou Yao, Zhao Zhang, Yongjun Xu and Chao Li |
| Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders | Qiwei Peng, David Weir and Julie Weeds |
| Harnessing Abstractive Summarization for Fact-Checked Claim Detection | Varad Bhatnagar, Diptesh Kanojia and Kameswari Chebrolu |
| CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction | Ruri Liu, Shasha Mo, Jianwei Niu and Shengda Fan |
| Character Jacobian: modeling Chinese character meanings with deep learning model | Yu-Hsiang Tseng and Shu-Kai HSIEH |
| Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics | Zihao Wang, Jiaheng Dou and Yong Zhang |
| Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement | Dongshi Ju, Shi Feng, Pengcheng Lv, Daling Wang and Yifei Zhang |
| Does BERT Rediscover the Classical NLP Pipeline? | Jingcheng Niu, Wenjie Lu and Gerald Penn |
| A Simple Temporal Information Matching Mechanism for Entity Alignment Between Temporal Knowledge Graphs | Li Cai, Xin Mao, Meirong Ma, Hao Yuan, Jianchao Zhu and Man Lan |
| Multi-Figurative Language Generation | Huiyuan Lai and Malvina Nissim |
| Categorizing Semantic Representations for Neural Machine Translation | Yongjing Yin, Yafu Li, Fandong Meng, Jie Zhou and Yue Zhang |
| CM-Gen: A Neural Framework for Chinese Metaphor Generation with Explicit Context Modelling | Yucheng Li, Chenghua Lin and Frank Guerin |
| Are Visual-Linguistic Models Commonsense Knowledge Bases? | Hsiu-Yu Yang and Carina Silberer |
| Learning Transductions to Test Systematic Compositionality | Josef Valvoda, Naomi Saphra, Jonathan Rawski, Ryan Cotterell and Adina Williams |
| Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text Classification | Lele Sha, Yuheng Li, Dragan Gasevic and Guanliang Chen |
| Effect of Post-processing on Contextualized Word Representations | Hassan Sajjad, Firoj Alam, Fahim Dalvi and Nadir Durrani |
| FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition | Linyi Yang, Lifan Yuan, Leyang Cui, Wenyang Gao and Yue Zhang |
| DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis | Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, Yangtian Yan, Xingwang Wu, Yefeng Zheng, S. Kevin Zhou and Li Xiao |
| Ask Question First for Enhancing Lifelong Language Learning | Han Wang, Ruiliu Fu, Xuejun Zhang, Jun Zhou and Qingwei Zhao |
| Persian Natural Language Inference: A Meta-learning approach | Heydar Soudani, Mohammad Hassan Mojab and Hamid Beigy |
| COMMA-DEER: COmmon-sense aware Multimodal Multitask Approach for Detection of Emotion and Emotional Reasoning in Conversations | Soumitra Ghosh, Gopendra Vikram Singh, Asif Ekbal and Pushpak Bhattacharyya |
| PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation | Kshitij Mishra, Azlaan Mustafa Samad, Palak Totala and Asif Ekbal |
| Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks | Xin Zhou, Xuanting Chen, Tao Gui, Yicheng Zou, Ruotian Ma, Qi Zhang, Xuanjing Huang, Rui Xie and Wei Wu |
| Multimodal Semi-supervised Learning for Disaster Tweet Classification | Iustin Sirbu, Tiberiu Sosea, Cornelia Caragea, Doina Caragea and Traian Rebedea |
| Metaphorical Polysemy Detection: Conventional Metaphor meets Word Sense Disambiguation | Rowan Hall Maudslay, Simone Teufel |
| ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification | Meiqi Chen, Yixin Cao, Kunquan Deng, Mukai Li, Kun Wang, Jing Shao and Yan Zhang |
| Exploring Discourse-level Chinese Figures of Speech | Dawei Zhu, Qiusi Zhan, Zhejian Zhou, Yifan Song, Jiebin Zhang and Sujian Li |
| Repo4QA : Answering Coding Questions via Dense Retrieval on GitHub Repositories | Minyu Chen, Guoqiang Li, Chen Ma, Jingyang LI and Hongfei Fu |
| Threat Scenarios and Best Practices to Detect Neural Fake News: A Case Study on COVID News | Artidoro Pagnoni, Martin Graciarena and Yulia Tsvetkov |
| E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models | Ling Ge, ChunMing Hu, Guanghui Ma, Junshuang Wu, Junfan Chen, JiHong Liu, Hong Zhang, Wenyi Qin and Richong Zhang |
| Learn2Weight: Weight Transfer Defense Against Similar-domain Adversarial Attacks | Siddhartha Datta |
| Few-shot Table-to-text Generation with Prefix-Controlled Generator | Yutao Luo, Menghua Lu, Gongshen Liu and Shilin Wang |
| Learning to Focus on the Foreground for Temporal Sentence Grounding | Daizong Liu and Wei Hu |
| Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification | Wei Huang, Chen Liu, Bo Xiao, Yihua Zhao, Zhaoming Pan, Zhimin Zhang, Xinyun Yang and Guiquan Liu |
| Effective data augmentation for sentence classification using one VAE per class | Frédéric Piedboeuf and Philippe Langlais |
| ViNLI: A Vietnamese Corpus for Studies on Open-Domain Natural Language Inference | Tin Van Huynh, Kiet Van Nguyen and Ngan Nguyen |
| A Progressive Framework for Role-Aware Rumor Resolution | Lei Chen, Guanying Li, Zhongyu Wei, Yang Yang, Baohua Zhou, Qi Zhang and Xuanjing Huang |
| Continuous Decomposition of Granularity for Neural Paraphrase Generation | Xiaodong Gu, Zhaowei Zhang, Sang-Woo Lee, Kang Min Yoo and Jung-Woo Ha |
| Emergence of hierarchical reference systems in multi-agent communication | Xenia Ohmer, Marko Duda and Elia Bruni |
| IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification | Hao Wang, Yangguang Li, Zhen Huang and Yong Dou |
| Multi-Attribute Controlled Text Generation with Contrastive-Generator and External-Discriminator | Guisheng Liu, Yi Li, Yanqing Guo, Xiangyang Luo and Bo Wang |
| When to Laugh and How Hard? A Multimodal Approach to Detecting Humor and its Intensity | Khalid Alnajjar, Mika Hämäläinen, Jörg Tiedemann, Jorma Laaksonen and Mikko Kurimo |
| Classical Sequence Match is Competitive Few-Shot One-Class Learner | Mengting Hu, Hang Gao, Yinhao Bai and Mingming Liu |
| DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing | Bin Li, Miao Gao, Yunlong Fan, Yikemaiti Sataer, Zhiqiang Gao and Yaocheng Gui |
| A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair Extraction | Changzhi Zhou, Dandan Song, Jing Xu, Zhijing Wu and Yujin Gao |
| HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization | Phan Tuan Anh, Dung Ngoc Nguyen and Nam Khac-Hoai Bui |
| A Personalized Dialogue Generator with Implicit User Persona Detection | Itsugun Cho, Dongyang Wang, Ryota Takahashi and Hiroaki Saito |
| Biographically Relevant Tweets -- A New Dataset, Linguistic Analysis and Classification Experiments | Michael Wiegand, Rebecca Wilm and Katja Markert |
| Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning | Geunseob Oh, Rahul Goel, Christopher Hidey, Shachi Paul, Aditya Gupta, Pararth Shaw and Rushin Shah |
| Case-based Abductive Natural Language Inference | Marco Valentino, Mokanarangan Thayaparan and André Freitas |
| Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing | Ran Ji and Jianmin Ji |
| Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data Modeling | Thiemo Wambsganss, Vinitra Swamy, Roman Rietsche and Tanja Käser |
| Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection | Rui Liu, Zheng Lin, HUISHAN JI, Jiangnan Li, Peng Fu and Weiping Wang |
| Natural Language Inference Prompts for Zero-shot Emotion Classification in Text across Domains | Flor Miriam Plaza-del-Arco, María-Teresa Martín-Valdivia and Roman Klinger |
| Dynamic Nonlinear Mixup with Distance-based Sample Selection | Shaokang Zhang, Lei Jiang and Jianlong Tan |
| Noise Learning for Text Classification: A Benchmark | Bo Liu, Wandi Xu, Yuejia Xiang, Xiaojun Wu, Lejian He and Li Zhu |
| Systematic Analysis of Image Schemas in Natural Language through Explainable Multilingual Neural Language Processing | Lennart Wachowiak and Dagmar Gromann |
| A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing | Yaxin Fan, Peifeng Li, Fang Kong and Qiaoming Zhu |
| Prompt-based Conservation Learning for Multi-hop Question Answering | Zhenyun Deng, Yonghua Zhu, Yang Chen, Qianqian Qi, Michael J. Witbrock and Patricia J. Riddle |
| Improving Non-Autoregressive Neural Machine Translation via Modeling Localness | Yong Wang and Xinwei Geng |
| Detecting Suicide Risk in Online Counseling Services: A Study in a Low-Resource Language | Amir Bialer, Daniel Izmaylov, Avi Segal, Oren Tzur, Yossi Levi-Belz and Kobi Gal |
| DPTDR: Deep Prompt Tuning for Dense Passage Retrieval | Zhengyang Tang, Benyou Wang and Ting Yao |
| PINEAPPLE: Personifying INanimate Entities by Acquiring Parallel Personification data for Learning Enhanced generation | Sedrick Scott Keh, Kevin Lu, Varun Gangal, Steven Y. Feng, Harsh Jhamtani, Malihe Alikhani and Eduard Hovy |
| PARSE: An Efficient Search Method for Black-box Adversarial Text Attacks | Pengwei Zhan, Chao Zheng, Jing Yang, Yuxiang Wang, Liming Wang, Yang Wu and Yunjian Zhang |
| SOS: Systematic Offensive Stereotyping Bias in Word Embeddings | Fatma Elsafoury, Steve R. Wilson, STAMOS KATSIGIANNIS and Naeem Ramzan |
| End-to-End Neural Bridging Resolution | Hideo Kobayashi, Yufang Hou and Vincent Ng |
| Efficient Multilingual Multi-modal Pre-training through Triplet Contrastive Loss | Youhan Lee, KyungTae Lim, Woonhyuk Baek, Byungseok Roh and Saehoon Kim |
| ParaZh-22M: a Large-Scale Chinese Parabank via Machine Translation | Wenjie Hao, Hongfei Xu, Deyi Xiong, Hongying Zan and Lingling Mu |
| Language-Independent Approach for Morphological Disambiguation | Alymzhan Toleu, Gulmira Tolegen, Rustam Mussabayev and Alexander Krassovitskiy |
| String Editing based Chinese Grammatical Error Diagnosis | Haihua Xie and Xiaoqing Lv |
| LEGO-ABSA: A prompt-based task assemblable unified generative framework for multi-task Aspect-based sentiment analysis | Tianhao Gao, Jun Fang, Hanyu Liu, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Yongjun Bao and Weipeng Yan (1901210384@pku.edu.cn) |
| Language Acquisition through Intention Reading and Pattern Finding | Jens Nevens, Jonas Doumen, Paul Van Eecke and Katrien Beuls (jonas.doumen@kuleuven.be) |
| To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. | Yitian Li, Jidong Tian, Wenqing Chen, Caoyun Fan, Hao He and Yaohui Jin (yitian_li@sjtu.edu.cn) |
| Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification | Fei Zhao, Zhen Wu, Siyu Long, Xinyu Dai, Shujian Huang and Jiajun CHEN (mf1833103@smail.nju.edu.cn) |
| Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph | Mingchen Li and Shihao ji (mli33@student.gsu.edu) |
| Automatic ICD coding exploiting discourse structure and reconciled code embeddings | Shurui Zhang, Bozheng Zhang, Fuxin Zhang and Wanchun Yang (espresso_ml@hotmail.com) |
| Improving Cross-lingual Fact Checking with Cross-lingual Retrieval | Kung-Hsiang Huang, ChengXiang Zhai and Heng Ji (khhuang3@illinois.edu) |
| Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation | Junyu Luo, Junxian Lin, Chi Lin, Cao Xiao, Xinning Gui and Fenglong Ma (junyu@psu.edu) |
| Coalescing Global and Local Information for Procedural Text Understanding | Kaixin Ma, Filip Ilievski, Jonathan M. Francis, Eric Nyberg and Alessandro Oltramari (kaixinm@cs.cmu.edu) |
| Multi-Layer Pseudo-Siamese Biaffine Model for Dependency Parsing | Ziyao Xu and Houfeng Wang (xzyxzy@pku.edu.cn) |
| End-to-end Dense Video Captioning as Sequence Generation | Wanrong Zhu, Bo Pang, Ashish V. Thapliyal, William Yang Wang and Radu Soricut (wanrongzhu@cs.ucsb.edu) |
| Augmenting Legal Judgment Prediction with Contrastive Case Relations | Dugang Liu, Weihao Du, Lei Li, Weike Pan and Zhong Ming (dugang.ldg@gmail.com) |
| Social Norms-Grounded Machine Ethics in Complex Narrative Situation | Tao Shen, Xiubo Geng and Daxin Jiang (shentao@microsoft.com) |
| AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational Applications | Yusen Zhang, Zhongli Li, Qingyu Zhou, Ziyi Liu, Chao Li, Ma Mina Mina, Yunbo Cao and Hongzhi Liu (yusen-zhang0826@stu.pku.edu.cn) |
| Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language Model | Sixing Wu, Ying Li, Ping Xue, Dawei Zhang and Zhonghai Wu (wusixing@pku.edu.cn) |
| Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification | Suhe Wang, Xiaoyuan Liu, Bo Liu and Diwen Dong (wangsuhe16@nudt.edu.cn) |
| CoLo: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization | Chenxin An, Ming Zhong, Zhiyong Wu, Qin Zhu, Xipeng Qiu and Xuanjing Huang (cxan20@fudan.edu.cn) |
| Accounting for Language Effect in the Evaluation of Cross-lingual AMR Parsers | Shira Wein and Nathan Schneider (sw1158@georgetown.edu) |
| Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding | Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou and Xipeng Qiu (zyfei20@fudan.edu.cn) |
| Perform Like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference | Guanglin Niu, Bo Li, Yongfei Zhang and Shiliang Pu (beihangngl@buaa.edu.cn) |
| Metaphor Detection via Linguistics Enhanced Siamese Network | Shenglong Zhang and Ying Liu (zsl18@mails.tsinghua.edu.cn) |
| Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization | Zhengyuan Liu, Shikang Ni, Ai Ti Aw and Nancy Chen (liu_zhengyuan@i2r.a-star.edu.sg) |
| Visual Information Guided Zero-Shot Paraphrase Generation | Zhe Lin and Xiaojun Wan (linzhe@pku.edu.cn) |
| QUAK: A Synthetic Quality Estimation Dataset for Korean-English Neural Machine Translation | Sugyeong Eo, Chanjun Park, Hyeonseok Moon, Jaehyung Seo, Gyeongmin Kim, Jungseob Lee and Heuiseok Lim (djtnrud@korea.ac.kr) |
| CXR data annotation and classification with pre-trained language models | Nina Zhou, Ai Ti Aw, Zhuo Han Liu, Cher heng Tan, Yonghan Ting, wen xiang chen and Jordan sim zheng Ting (zhoun@i2r.a-star.edu.sg) |
| Uncertainty-aware Propagation Structure Reconstruction for Fake News Detection | Lingwei Wei, Dou Hu, Wei Zhou and Songlin Hu (weilingwei@iie.ac.cn) |
| GLAF: Global-to-Local Aggregation and Fission Network for Semantic Level Fact Verification | Zhiyuan Ma, Jianjun Li, Guohui Li and Yongjing Cheng (jianjunli@hust.edu.cn) |
| Function Words in Contextualized Language Models | Aikaterini-Lida Kalouli, Rita Sevastjanova, Christin Beck and Maribel Romero (kalouli@cis.lmu.de) |
| Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction | Paul Grundmann, Tom Oberhauser, Felix Gers and Alexander Loeser (pgrundmann@bht-berlin.de) |
| Visual Prompt Tuning for Few-Shot Text Classification | Jingyuan Wen, Yutian Luo, Nanyi Fei, Guoxing Yang, Zhiwu Lu, Hao Jiang, Jie Jiang and Zhao Cao (wenjingyuan@ruc.edu.cn) |
| A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis | Bing Wang, Liang Ding, Qihuang Zhong, Ximing Li and Dacheng Tao (liangding_liam@hotmail.com) |
| CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations | Borun Chen, Hongyin Tang, Jingang Wang, Wei Wu, Qifan Wang, Haitao Zheng and Liqian Yu (cbr20@mails.tsinghua.edu.cn) |
| Entity-Level Sentiment Analysis (ELSA): An exploratory task survey | Egil Rønningstad, Erik Velldal and Lilja Øvrelid (egilron@ifi.uio.no) |
| Modeling Aspect Correlation for Aspect-based Sentiment Analysis via Recurrent Inverse Learning Guidance | Longfeng Li, Haifeng Sun, Qi Qi, Jingyu Wang, Jing Wang and Jianxin Liao (lilongfeng@bupt.edu.cn) |
| Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning | Atsumoto Ohashi and Ryuichiro Higashinaka (ohashi.atsumoto.c0@s.mail.nagoya-u.ac.jp) |
| Speaker-Aware Discourse Parsing on Multi-Party Dialogues | Nan Yu, Guohong Fu and Min Zhang (nyu@stu.suda.edu.cn) |
| Table-based fact verification with self-labeled keypoint alignment | Guangzhen Zhao and Peng Yang (pengyang@seu.edu.cn) |
| Belief Revision based Caption Re-ranker with Visual Semantic Information | Ahmed Sabir, Francesc Moreno Noguer, Pranava Madhyastha and Lluís Padró (asabir@cs.upc.edu) |
| Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering | Priyanka Sen, Alham Fikri Aji and Amir Saffari (sepriyan@amazon.com) |
| Denoising Large-Scale Image Captioning from Alt-text Data using Content Selection Models | Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish V. Thapliyal and Radu Soricut (khythiraghavi@gmail.com) |
| A Generalized Method for Automated Multilingual Loanword Detection | Abhijnan Nath, Sina Mahdipour Saravani, Ibrahim Khebour, Sheikh Mannan, Zihui Li and Nikhil Krishnaswamy (abhijnan.nath@colostate.edu) |
| Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models | Yanjun Gao, Dmitriy Dligach, Timothy A. Miller, Dongfang Xu, Matthew M. Churpek and Majid Afshar (ygao@medicine.wisc.edu) |
| A Survey of Automatic Text Summarization using Graph Neural Networks | Marco Ferdinand Salchner and Adam Jatowt (marco.salchner@student.uibk.ac.at) |
| Dense Template Retrieval for Customer Support | Tiago Manuel Mesquita, Mariana Almeida and Bruno Martins (tiago.mesquita.98@tecnico.ulisboa.pt) |
| GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization | Qianqian Xie, Jimin Huang, Tulika Saha and Sophia Ananiadou (qianqian.xie@manchester.ac.uk) |
| Iterative Span Selection: Self-Emergence of Resolving Orders in Semantic Role Labeling | Shuhei Kurita, Hiroki Ouchi, Kentaro Inui and Satoshi Sekine (shuhei.kurita@riken.jp) |
| One-Teacher and Multiple-Student Knowledge Distillation on Sentiment Classification | Xiaoqin Chang, Sophia Yat Mei Lee, Suyang Zhu, Shoushan Li and Guodong Zhou (20205227075@stu.suda.edu.cn) |
| CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native Speakers | Baoxin Wang, Xingyi Duan, dayong wu, Wanxiang Che, Zhigang Chen and Guoping Hu (destin.bxwang@gmail.com) |
| HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph | Qitong Wang and Mohammed J Zaki (zaki@cs.rpi.edu) |
| Generation of Patient After-Visit Summaries to Support Physicians | Pengshan Cai, Fei Liu, Adarsha Bajracharya, Weisong Liu, Dan Berlowitz, Joe Sills, Alok Kapoor, Richeek Pradhan, David Levy and hong yu (pengshancai@cs.umass.edu) |
| RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video Clips | o Xu, Hongtong Zhang, Jian Wang, Xiaokun Zhang, Dezhi Hao, linlin zong, Hongfei LIN and Fenglong Ma B(xubo@dlut.edu.cn) |
| Using Multi-Encoder Fusion Strategies to Improve Personalized Response Selection | Souvik Das, Sougata Saha and Rohini Srihari (souvikda@buffalo.edu) |
| Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings | Linlin Liu, Thien Hai Nguyen, Shafiq Joty, Lidong Bing and Luo Si (linlin001@e.ntu.edu.sg) |
| Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation | Binh Nguyen, Long Nguyen and Dien Dinh (long.hb.nguyen@gmail.com) |
| Type-dependent prompt CycleQAG : Cycle consistency for Multi-hop Question Generation | Seungyeon Lee and Minho Lee (statai3237@knu.ac.kr) |
| Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction | Shunjie Chen, Jingye Li, Shengqiong Wu, Hao Fei, Xiaochuan Shi, Fei Li and Donghong Ji (shunjiechen@whu.edu.cn) |
| Causal Intervention Improves Implicit Sentiment Analysis | Siyin Wang, Jie Zhou, Changzhi Sun, Junjie Ye, Tao Gui, Qi Zhang and Xuanjing Huang (siyinwang20@fudan.edu.cn) |
| Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering | Siyuan Wang, Zhongyu Wei, Zhihao Fan, Qi Zhang and Xuanjing Huang (wangsy18@fudan.edu.cn) |
| Automated Chinese Essay Scoring from Multiple Traits | Yaqiong He, Feng Jiang, Xiaomin Chu and Peifeng Li (pfli@suda.edu.cn) |
| Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios | Mana Ashida and Saku Sugawara (saku@nii.ac.jp) |
| IMPARA: Impact-based Metric for GEC using Parallel Data | Koki Maeda, Masahiro Kaneko and Naoaki Okazaki (koki.maeda@nlp.c.titech.ac.jp) |
| Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering Over Knowledge Graphs | Zile Qiao, Wei Ye, Tong Zhang, Tong Mo, Weiping Li and Shikun Zhang (zileq@pku.edu.cn) |
| Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models | Taeuk Kim (kimtaeuk@hanyang.ac.kr) |
| A Resource of Wikipedias in 31 Languages Categorized into Fine-Grained Named Entities | Satoshi Sekine, Kouta Nakayama, Masako Nomoto, Maya Ando, Asuka Sumida and Koji Matsuda (satoshi.sekine@riken.jp) |
| Improving both domain robustness and domain adaptability in machine translation | Wen Lai, Jindřich Libovický and Alexander Fraser (lavine@cis.lmu.de) |
| Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning | Xiusheng Huang, Hang Yang, Yubo Chen, zuyu zhao, Kang Liu, Weijian Sun and Jun Zhao (huangxiusheng2020@ia.ac.cn) |
| MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation | Yongkang Liu, Shi Feng, Daling Wang and Yifei Zhang (misonsky@163.com) |
| CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection | Jens Lemmens, Jens Van Nooten, Tim Kreutz and Walter Daelemans (jens.lemmens@uantwerpen.be) |
| A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act Tagging | Stefano Mezza, Wayne Wobcke and Alan D. Blair (z5292641@ad.unsw.edu.au) |
| OpticE: A Coherence Theory-Based Model for Link Prediction | Xiangyu Gui, Feng Zhao, Langjunqing Jin and Hai Jin (zhaof@hust.edu.cn) |
| An Augmented Benchmark Dataset for Geometric Question Answering through Dual Parallel Text Encoding | Jie Cao and Jing Xiao (xiaojing@scnu.edu.cn) |
| Extractive summarisation for German-language data: a text-level approach with discourse features | Freya Hewett and Manfred Stede (hewett@uni-potsdam.de) |
| Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding | Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si and Yongbin Li (daiyinpei123@163.com) |
| CoCGAN: Contrastive Learning for Adversarial Category Text Generation | Xin Sheng, Linli Xu and Yinlong Xu (xins@mail.ustc.edu.cn) |
| Detecting Minority Arguments for Mutual Understanding: A Moderation Tool for the Online Climate Change Debate | Cedric Waterschoot, Antal van den Bosch and Ernst van den Hemel (cedric.waterschoot@meertens.knaw.nl) |
| CogBERT: Cognition-Guided Pre-trained Models | Xiao Ding, Bowen Chen, Li Du, Bing Qin and Ting Liu (bwchen@ir.hit.edu.cn) |
| Extracting a Knowledge Base of COVID-19 Events from Social Media | Shi Zong, Ashutosh Baheti, Wei Xu and Alan Ritter (zong.56@osu.edu) |
| A Survey in Automatic Irony Processing: Linguistic, Cognitive, and Multi-X Perspectives | Qingcheng Zeng and An-Ran Li (qingchengzeng@outlook.com) |
| Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering | Jianguo Mao, Jiyuan Zhang, Zengfeng Zeng, Weihua Peng, Wenbin Jiang, Xiangdong Wang, Hong Liu and Yajuan Lyu (maojianguo20s@ict.ac.cn) |
| DABERT: Dual Attention Enhanced BERT for Semantic Matching | Sirui Wang, Di Liang, Jian Song, Yuntao Li and Wei Wu (liangdi04@meituan.com) |
| Unsupervised Question Answering via Answer Diversifying | Yuxiang Nie, Heyan Huang, Zewen Chi and Xian-Ling Mao (jerrrynie@gmail.com) |
| Multi-Perspective Document Revision | Mana Ihori, Hiroshi Sato, Tomohiro Tanaka and Ryo Masumura (ihmana03xx@gmail.com) |
| Establishing annotation quality in multi-label annotations | Marian Marchal, Merel Scholman, Frances Yung and Vera Demberg (marchal@coli.uni-saarland.de) |
| Continually Detection, Rapidly React: Unseen Rumors Detection based on Continual Prompt-Tuning | Yuhui Zuo, Wei Zhu and Guoyong GUET Cai (zzuuoo666@sina.com) |
| Reinforcement Learning with Large Action Spaces for Neural Machine Translation | Asaf Yehudai, Leshem Choshen, Lior Fox and Omri Abend (asaf.yehudai@mail.huji.ac.il) |
| KoCHET: a Korean Cultural Heritage corpus for Entity-related Tasks | Gyeongmin Kim, Jinsung Kim, Junyoung Son and Heuiseok Lim (totoro4007@gmail.com) |
| A Closer Look at Parameter Contributions When Training Neural Language and Translation Models | Raúl Vázquez, Hande Celikkanat, Vinit Ravishankar, Mathias Creutz and Jörg Tiedemann (raul.vazquez@helsinki.fi) |
| DialogueEIN: Emotion Interaction Network for Dialogue Affective Analysis | Yuchen Liu, Jingwen Hu, Jinming Zhao, Ruichen Li and Qin Jin (2016202099@ruc.edu.cn) |
| Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification | Tianyi Lei, Honghui Hu, Qiaoyang Luo, Dezhong Peng and Xu Wang (leity828@gmail.com) |
| Topicalization in Language Models: A Case Study on Japanese | Riki Fujihara, Tatsuki Kuribayashi, Kaori Abe, Ryoko Tokuhisa and Kentaro Inui (riki.fujihara.s4@dc.tohoku.ac.jp) |
| Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting | Jun Kong, Jin Wang, Liang-Chih Yu and Xuejie Zhang (wangjin@ynu.edu.cn) |
| Sentiment Interpretable Logic Tensor Network for Aspect-Term Sentiment Analysis | Bowen Zhang, Xu Huang, Zhichao Huang, Liwen Jing, Baoquan Zhang and Xianghua Fu (zhang_bo_wen@foxmail.com) |
| Evaluating Question Generation using Question-Sensitive Text Similarity | Sujatha Das Gollapalli and See-Kiong Ng (idssdg@nus.edu.sg) |
| MetaPrompting: Learning to Learn Better Prompts | Yutai Hou, Hongyuan Dong, Xinghao Wang, Bohan Li and Wanxiang Che (hydong@ir.hit.edu.cn) |
| Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model | Qiao Cheng, Jin Huang and Yitao Duan (chengqiao@rd.netease.com) |
| CoHS-CQG: Context and History Selection for Conversational Question Generation | Xuan Long Do, Bowei Zou, Liangming Pan, Nancy Chen, Shafiq Joty and Ai Ti Aw (xuanlong001@e.ntu.edu.sg) |
| DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification | Hui Chen, Wei Han, Diyi Yang and Soujanya Poria (hui_chen@mymail.sutd.edu.sg) |
| Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction Genre | Arman Kazmi, Arpit Sharma and Rajakrishnan Rajkumar (kazmiarman85@gmail.com) |
| CINO: A Chinese Minority Pre-trained Language Model | Ziqing Yang, Zihang Xu, Yiming Cui, Baoxin Wang, Lin Min, dayong wu and Zhigang Chen (ziqingyang@gmail.com) |
| CORN: Co-Reasoning Network for Commonsense Question Answering | Xin Guan, Biwei Cao, Qingqing Gao, Zheng Yin, Bo Liu and Jiuxin Cao (xin_guan@seu.edu.cn) |
| Towards Identifying Alternative-Lexicalization Signals of Discourse Relations | René Knaebel and Manfred Stede (rene.knaebel@uni-potsdam.de) |
| Twitter Topic Classification | Dimosthenis Antypas, Asahi Ushio, Jose Camacho-Collados, Vitor Silva Sousa, Leonardo Neves and Francesco Barbieri (antypasd@outlook.com) |
| How to Adapt Pre-trained Vision-and-Language Models to a Text-only Input? | Lovisa Hagström and Richard Johansson (lovhag@chalmers.se) |
| SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning | Wei Han, Hui Chen, Zhen Hai, Soujanya Poria and Lidong Bing (henryhan88888@gmail.com) |
| Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension | Jialin Chen, Zhuosheng Zhang and Hai Zhao (sjtuchenjl@sjtu.edu.cn) |
| Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions | Israa Alghanmi, Luis Espinosa Anke and Steven Schockaert (alghanmiia@cardiff.ac.uk) |
| Towards explainable evaluation of language models on the semantic similarity of visual concepts | Maria Lymperaiou, George Manoliadis, Orfeas Menis Mastromichalakis, Edmund G. Dervakos and Giorgos Stamou (marialymp@islab.ntua.gr) |
| Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances | Yike Wu, Yu Zhao, Shiwan Zhao, Ying Zhang, Xiaojie Yuan, Guoqing Zhao and Ning Jiang (994581339@qq.com) |
| CLoSE: Contrastive Learning of Subframe Embeddings for Political Bias Classification of News Media | Michelle YoungJin Kim and Kristen Johnson (kimmic16@msu.edu) |
| BECEL: Benchmark for Consistency Evaluation of Language Models | Myeongjun Jang, Deuk Sin Kwon and Thomas Lukasiewicz (myeongjun.jang@cs.ox.ac.uk) |
| Improving Chinese Couplet Generation with Mix-granularity and Syntactic Heuristics | Yan Song (yhtian@uw.edu) |
| Quantifying Bias from Decoding Techniques in Natural Language Generation | Mayukh Das and Wolf Tilo Balke (mayukh@ifis.cs.tu-bs.de) |
| TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph | Zhitong Yang, Bo Wang, Jinfeng Zhou, Dongming Zhao, Kun Huang, Ruifang He and Yuexian Hou (yyyyyyzt@tju.edu.cn) |
| Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment | Lorenzo Bertolini, Julie Weeds and David Weir |
| Addressing Limitations of Encoder-Decoder Based Approach to Text-to-SQL | Octavian Popescu, Irene Manotas, Hangu Yeo, Elahe Khorashani, Ngoc An Vo and Vadim Sheinin |
| Analyzing Persuasion Strategies of Debaters on Social Media | Matti Wiegmann, Khalid Al Khatib, Vishal Khanna and Benno Stein |
| Evaluating Diversity of Multiword Expressions in Annotated Text | Adam Lion-Bouton, Yagmur Ozturk, Agata Savary, Emmanuel Schang and Jean-Yves Antoine |
| The Role of Context and Uncertainty in Shallow Discourse Parsing | Katherine Atwell, Remi Choi, Junyi Jessy Li and Malihe Alikhani |
| WARM: A Weakly (+Semi) Supervised Math Word Problem Solver | Isha Pandey, Oishik Chatterjee, Aashish Waikar, Vishwajeet Kumar and Ganesh Ramakrishnan |
| ACT-Thor: A Controlled Benchmark for Embodied Action Understanding in Simulated Environments | Michael Hanna, Federico Pedeni, Alessandro Suglia, Alberto Testoni and Raffaella Bernardi |
| Topology imbalance and Relation inauthenticity aware Hierarchical Graph Convolutional Networks for Fake News Detection | Li Gao, Yun Ling Song, Jie Liu, Qun Xue Shang and Lin Bo Chen |
| A Unified Propagation Forest-based Framework for Fake News Detection | Lingwei Wei, Dou Hu, Yantong Lai, Wei Zhou and Songlin Hu |
| NLG-Metricverse: An End-to-End Library for Evaluating Natural Language Generation | Giacomo Frisoni, Antonella Carbonaro, Gianluca Moro, Andrea Zammarchi and Marco Avagnano |
| GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference Resolution | Danfeng Guo, Arpit Gupta, Sanchit Agarwal, Jiun-Yu Kao, Shuyang Gao, Arijit Biswas, Chien-Wei Lin, Tagyoung Chung and Mohit Bansal |
| GraDA: Graph Generative Data Augmentation for Commonsense Reasoning | Adyasha Maharana and Mohit Bansal |
| Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization | Seungone Kim, Se June Joo, Hyungjoo Chae, Chaehyeong Kim, Seung-won Hwang and Jinyoung Yeo |
| Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings | Jason Choi, Saar Kuzi, Nikhita Vedula, Jie Zhao, Giuseppe Castellucci, Marcus Collins, Shervin Malmasi, Oleg Rokhlenko and Eugene Agichtein |
| Token and Head Adaptive Transformers for Efficient Natural Language Processing | Chonghan Lee, Md Fahim Faysal Khan, Vijaykrishnan Narayanan, Rita Brugarolas Brufau and Ke Ding |
| Dialo-AP: A Dependency Parsing Based Argument Parser for Dialogues | Sougata Saha, Souvik Das and Rohini Srihari |
| Towards Enhancing Health Coaching Dialogue in Low-Resource Settings | Yue Zhou, Barbara Di Eugenio, Brian Ziebart, Lisa Sharp, Bing Liu, Ben Gerber, Nikolaos Agadakos and Shweta Yadav |
| Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization | Elsbeth Turcan, David Wan, Faisal Ladhak, Petra Galuscakova, Sukanta Sen, Svetlana Tchistiakova, Weijia Xu, Marine Carpuat, Kenneth Heafield, Douglas Oard and Kathleen McKeown |
| Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision | Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter W. Chang, Emilia Farcas and Ndapa Nakashole |
| Measuring Morphological Fusion using Partial Information Decomposition | Michaela Socolof, Jacob Louis Hoover, Richard Futrell, Alessandro Sordoni and Timothy J. O'Donnell |
| Original Content Is All You Need! An Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task | Liang Wen, Juan Li, Houfeng Wang, Yingwei Luo, Xiaolin Wang, Xiaodong Zhang, zhicong cheng and Dawei Yin |
| Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations | Jiazhan Feng, Chongyang Tao, Zhen Li, Chang Liu, Tao Shen and Dongyan Zhao |
| Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis | Siwen Luo, YIHAO DING, Siqu Long, Soyeon Caren Han and Josiah Poon |
| Text Simplification of College Admissions Instructions: A Professionally Simplified and Verified Corpus | Zachary W. Taylor, Maximus H. Chu and Junyi Jessy Li |
| Asymmetric Mutual Learning for Multi-source Unsupervised Sentiment Adaptation with Dynamic Feature Network | Rui Li, Cheng Liu and Dazhi Jiang |
| Noun Class Disambiguation in Runyankore and Related Languages | Joan Byamugisha |
| Domain Adaptation for Question Answering via Question Classification | Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang and Dong Wang |
| Towards Better Semantic Understanding of Mobile Interfaces | Srinivas Kumar Sunkara, Maria Wang, Lijuan Liu, Gilles Baechler, Yu-Chung Hsiao, Jindong Chen, Abhanshu Sharma and James W. Stout |
| Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction | Yidong Wang, Hao Wu, Ao Liu, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki, Manabu Okumura and Yue Zhang |
| Do language models make human-like predictions about the coreferents of anaphoric zero pronouns? | James Michaelov and Benjamin Bergen |
| CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue | Libo Qin, Qiguang Chen, Tianbao Xie, Qian Liu, Shijue Huang, Wanxiang Che and Zhou Yu |
| Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments | Yu Zhang, Qingrong Xia, Shilin Zhou, Yong Jiang, Guohong Fu and Min Zhang |
| Dynamic Position Encoding for Transformers | Joyce Zheng, Mehdi Rezagholizadeh and Peyman Passban |
| TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation | Chenxu Yang, Zheng Lin, Jiangnan Li, Fandong Meng, Weiping Wang, Lanrui Wang and Jie Zhou |
| A Benchmark for Causal Question Answering | Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen and Martin Potthast |
| Understanding Attention for Vision-and-Language Tasks | Feiqi Cao, Soyeon Caren Han, Siqu Long, Changwei Xu and Josiah Poon |
| Locally Distributed Activation Vectors for Guided Feature Attribution | Housam Khalifa Bashier, Mi-Young Kim and Randy Goebel |
| Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression | Xinge Ma, Jin Wang, Liang-Chih Yu and Xuejie Zhang |
| A New Public Corpus for Clinical Section Identification: MedSecId | Paul Landes, Kunal Patel, Sean Huang, Adam Webb, Barbara Di Eugenio and Cornelia Caragea |
| Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing | Zeyi Zhong, Min Yang and Ruifeng Xu |
| Schema Encoding for Transfereable Dialogue State Tracking | Hyunmin Jeon and Gary Geunbae Lee |
| LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases | Zichu Fei, Xin Zhou, Tao Gui, Qi Zhang and Xuanjing Huang |
| RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space | Yao Dong, Lei Wang, Ji Xiang, Xiaobo Guo and Yuqiang Xie |
| Speeding Up Transformer Decoding via an Attention Refinement Network | Kaixin WU, Yue Zhang, Bojie Hu and Tong Zhang |
| Scene Graph Modification as Incremental Structure Expanding | Xuming Hu, Zhijiang Guo, Yu Fu, Lijie Wen and Philip S. Yu |
| NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction | Yi Sun, Yu Zheng, Chao Hao and Hangping Qiu |
| Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing | Yuanhe Tian, Yan Song and Fei Xia |
| PoliSe: Reinforcing Politeness using User Sentiment for Customer Care Response Generation | Mauajama Firdaus, Asif Ekbal and Pushpak Bhattacharyya |
| Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions Across Layers | Jenny Kunz and Marco Kuhlmann |
| Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation | Yihe Wang, Yitong Li, Yasheng Wang, Fei Mi, Pingyi Zhou, Xin Wang, Jin Liu, Qun Liu and Xin Jiang |
| Continual Few-shot Intent Detection | Guodun Li, Yuchen Zhai, Qianglong Chen, GAO XING, Ji Zhang and Yin Zhang |
| Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries | Xiaofei SUN, Zijun Sun, Yuxian Meng, Jiwei Li and Chun Fan |
| Does Bert recognize an Agent? Modeling Dowty’s Proto-Roles with contextual embeddings | Mattia Proietti, Gianluca Lebani and Alessandro Lenci |
| Evaluating Word Embeddings in Extremely Low-Resource Languages: A Case Study in Bribri | Rolando Coto-Solano |
| Mere Contrastive Learning for Cross-Domain Sentiment Analysis | Yun Luo, Fang Guo, Zihan Liu and Yue Zhang |
| Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning | Qingyu Tan, Ruidan He, Hwee Tou Ng and Lidong Bing |
| Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation | Hongxiao Zhang, Hui Huang, Jiale Gao, Yufeng Chen, Jinan Xu and Jian Liu |
| Generic Overgeneralization in Pre-trained Language Models | Sello Ralethe and Jan Buys |
| View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and Beyond | Keli Xie, Dongchen He, Jiaxin Zhuang, Siyuan Lu and Zhongfeng Wang |
| Weakly Supervised Formula Learner for Solving Mathematical Problems | Yuxuan Wu and Hideki Nakayama |
| MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conversations | Weixiang Zhao, Yanyan Zhao and Bing Qin |
| PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack | Rui Zheng, Rong Bao, Qin Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie and Wei Wu |
| Incorporating Casual Analysis into Diversified and Logical Response Generation | Jiayi Liu, Wei Wei, Zhixuan Chu, Xing Gao, Ji Zhang, Tan Yan and Yulin Kang |
| Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization | Yiming Wang, Qianren Mao, Junnan Liu, Weifeng Jiang, Hongdong Zhu and Jianxin Li |
| Modelling Frequency, Attestation, and Corpus-Based Information with OntoLex-FrAC | Christian Chiarcos, Elena-Simona Apostol, Besim Kabashi and Ciprian-Octavian Truică |
| A Transition-based Method for Complex Question Understanding | Yu Xia, Wenbin Jiang, Yajuan Lyu and Sujian Li |
| Using Structured Content Plans for Fine-grained Syntactic Control in Pretrained Language Model Generation | Fei-Tzin Lee, Miguel Ballesteros, Feng Nan and Kathleen McKeown |
| Pre-trained Token-replaced Detection Model as Few-shot Learner | Zicheng Li, Shoushan Li and Guodong Zhou |
| Exploring Semantic Spaces for Detecting Clustering and Switching in Verbal Fluency | Özge Alacam, Simeon Schüz, Martin Wegrzyn, Johanna Kißler and Sina Zarrieß |
| TestAug: A Framework for Augmenting Capability-based NLP Tests | Guanqun Yang, Mirazul Haque, Qiaochu Song, Wei Yang and Xueqing Liu |
| Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline | Ruixue Liu, Shaozu Yuan, Aijun DAI, Lei Shen, Tiangang Zhu, Meng Chen and Xiaodong He |
| A Data-driven Approach to Named Entity Recognition for Early Modern French | Pedro Ortiz Suarez and Simon Gabay |
| Building Joint Relationship Attention Network for Image-Text Generation | Changzhi Wang and Xiaodong Gu |
| On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence | Federica Merendi, Felice Dell'Orletta and Giulia Venturi |
| CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations | Lin Xu, Qixian Zhou, Jinlan Fu, Min-Yen Kan and See-Kiong Ng |
| A Two Stage Adaptation Framework for Frame Detection via Prompt Learning | Xinyi Mou, Zhongyu Wei, Changjian Jiang and Jiajie Peng |
| Less is Better: Recovering Intended-Feature Subspace to Robustify NLU Models | Ting Wu and Tao Gui |
| Zero-shot Disfluency Detection for Indian Languages | Rohit Kundu, Preethi Jyothi and Pushpak Bhattacharyya |
| Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension | Guobiao Zhang, Wenpeng Lu, Xueping Peng, Shoujin Wang, Baoshuo Kan and Rui Yu |
| A New Challenge: Multi-label Unknown Intent Detection | Yawen Ouyang, Zhen Wu, Xinyu Dai, Shujian Huang and Jiajun CHEN |
| Brains and Beauty: Gender Roles from Word Embeddings in a Century of Children’s Books | Patricia Chiril, Callista N. Christ, Anjali Das, Emileigh Harrison, Anjali Adukia, Celia Anderson, Alex Eble and Hakizumwami Birali Runesha |
| Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation | Young-Jun Lee, Chae-Gyun Lim and Ho-Jin Choi |
| Generalizable Implicit Hate Speech Detection using Contrastive Learning | Youngwook Kim, Shinwoo Park and Yo-Sub Han |
| Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Graph | Kun Zhang, Yunqi Qiu, Yuanzhuo Wang, Long Bai, Xuhiu Jiang, Wei Li and Huawei Shen |
| SISER: Semantic-Infused Selective Graph Reasoning for Fact Verification | Eunhwan Park, Jong-Hyeon Lee, Jeon Dong Hyeon, Seonhoon Kim, INHO KANG and Seung-Hoon Na |
| Title | Authors |
|---|---|
| CILDA: Contrastive Data Augmentation using Intermediate Layer Knowledge Distillation | Md Akmal Haidar, Mehdi Rezagholizadeh, Abbas Ghaddar, Khalil Bibi, Phillippe Langlais and Pascal Poupart (abbas.ghaddar93@gmail.com) |
| Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models | Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun and Jie Zhou (yuzc19@mails.tsinghua.edu.cn) |
| Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning | Zhichao Geng, Ming Zhong, Zhangyue Yin and Xipeng Qiu (1040843613@qq.com) |
| Smoothed Contrastive Learning for Unsupervised Sentence Embedding | Xing Wu, Chaochen Gao, Yipeng Su, Jizhong Han, Zhongyuan Wang and Songlin Hu (gaochaochen@iie.ac.cn) |
| HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System | zhanyu ma, Jian Ye, Xurui Yang and Jianfeng Liu (mazhanyu007@gmail.com) |
| Multi Graph Neural Network for Extractive Long Document Summarization | Dung Doan, Le-Minh Nguyen and Nam Bui (hoainam.bk2012@gmail.com) |
| Incorporating Instructional Prompts into A Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling | Yangjun Wu, Han Wang, Dongxiang Zhang, Gang Chen and Hao Zhang (yjwu@zjuici.com) |
| ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification | Yen-Hao Huang, Yi-Hsin Chen and Yi-Shin Chen (yenhao0218@gmail.com) |
| Multi-Stage Framework with Refinement based Point Set Registration for Unsupervised Bi-Lingual Word Alignment | Silviu Oprea, Sourav Dutta and Haytham Assem (sourav.dutta2@huawei.com) |
| Rethinking Data Augmentation in Text-to-text Paradigm | Yanan Chen and Yang Liu (chen0040@mylaurier.ca) |
| Recycle Your Wav2Vec2 Codebook: a Speech Perceiver for Keyword Spotting | Guillermo Cámbara, Jordi Luque and Mireia Farrús (guillermo.cambara@upf.edu) |
| A Transformer-based Threshold-Free Framework for Multi-Intent NLU | Lisong Chen, Nuo Chen and Yuexian Zou (1901213168@pku.edu.cn) |
| Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection | Tulika Bose, Nikolaos Aletras, Irina Illina and Dominique Fohr (tulika.bose@loria.fr) |
| Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity | TaeHee Kim, ChaeHun Park, Jimin Hong, Radhika Dua, Edward Choi and Jaegul Choo (ddehun@kaist.ac.kr) |
| Penalizing Divergence: Multi-Parallel Translation for Low-Resource Languages of North America | Garrett Nicolai, Changbing Yang and Miikka Silfverberg (garrett.nicolai@ubc.ca) |
| Offensive Content Detection Via Synthetic Code-Switched Text | Cesa Salaam, Franck Dernoncourt, Trung Bui and Seunghyun Yoon (cesa.salaam@bison.howard.edu) |
| Vocabulary-informed Language Encoding | Xi Ai and Bin Fang (barid.x.ai@gmail.com) |
| Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Training | Revanth Gangi Reddy, Vikas Yadav, Md Arafat Sultan, Martin Franz, Vittorio Castelli, Heng Ji and Avi Sil (g.revanthreddy111@gmail.com) |
| PrefScore: Pairwise Preference Learning for Reference-free Summarization Quality Assessment | Ge Luo, Hebi Li, Youbiao He and Forrest Sheng Bao (gluo@iastate.edu) |
| Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing | Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw, Linlu Qiu, Sumit Sanghai and Fei Sha (yuri.zemlyanskiy@gmail.com) |
| Addressing Leakage in Self-Supervised Contextualized Code Retrieval | Johannes Villmow, Viola Campos, Adrian Ulges and Ulrich Schwanecke (johannes.villmow@hs-rm.de) |
| Mitigating the Diminishing Effect of Elastic Weight Consolidation | Canasai Kruengkrai and Junichi Yamagishi (canasai@gmail.com) |
| EM-PERSONA: EMotion-assisted Deep Neural Framework for PERSONAlity Subtyping from Suicide Notes | Soumitra Ghosh, Dhirendra Kumar Maurya, Asif Ekbal and Pushpak Bhattacharyya (1821cs05@iitp.ac.in) |
| Large Sequence Representation Learning via Multi-Stage Latent Transformers | Alin-Ionut Popa, Ionut-Catalin Sandu and Daniel Voinea (popaaln@amazon.com) |
| DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents | Mingfei Gao, Le Xue, Chetan Ramaiah, Chen Xing, Ran Xu and Caiming Xiong (mingfeigaobupt@gmail.com) |
| A simple log-based loss function for ordinal text classification | François Castagnos, Martin Mihelich and Charles Dognin (charles@glanceable.io) |
| An Embarrassingly Simple Model for Distantly Supervised Relation Extraction | Ziqin Rao, Fangxiang Feng, Ruifan Li and Xiaojie WANG (rfli@bupt.edu.cn) |
| CommunityLM: Probing Partisan Worldviews from Language Models | Hang Jiang, Doug Beeferman, Brandon Roy and Deb Roy (hjian42@icloud.com) |
| Prompt-based Text Entailment for Low-Resource Named Entity Recognition | Dongfang Li, Baotian Hu and Qingcai Chen (crazyofapple@gmail.com) |
| Unregulated Cross-language Data Expansion Dose NOT Work for Neural Event Detection | Jie Wang, Yu Hong, Zhongqiu Li, Shiming He and Jianmin Yao (jawn233@gmail.com) |
| Revisiting Syllables in Language Modelling and their Application on Low-Resource Machine Translation | Arturo Oncevay, Kervy Dante Rivas Rojas, Liz Karen Chavez Sanchez and Roberto Zariquiey (a.oncevay@ed.ac.uk) |
| Improving code-switched ASR with linguistic information | Jie CHI and Peter Bell (jie.chi@ed.ac.uk) |
| A Study of Implicit Bias in Pretrained Language Models against People with Disabilities | Pranav Narayanan Venkit, Mukund Srinath and Shomir Wilson (pnv5011@psu.edu) |
| Dependency-aware Prototype Learning for Few-shot Relation Classification | Tianshu Yu, Min Yang and Xiaoyan Zhao (ts.yu@siat.ac.cn) |
| Alleviating the Inequality of Attention Heads for Neural Machine Translation | Zewei Sun, Shujian Huang, Xinyu Dai and Jiajun CHEN (sunzewei2715@gmail.com) |
| Domain-Specific NER via Retrieving Correlated Samples | Xin Zhang, Yong Jiang, Xiaobin Wang, Xuming Hu, Yueheng Sun, Pengjun Xie and Meishan Zhang (hsinz@foxmail.com) |
| Learning to Generate Explanation from e-Hospital Services for Medical Suggestion | Wei-Lin Chen, An-Zi Yen, Hen-Hsen Huang and Hsin-Hsi Chen (wlchen@nlg.csie.ntu.edu.tw) |
| WordNet-QU: Development of a Lexical Database for Quechua Varieties | Nelsi Melgarejo, Rodolfo Zevallos, John Ortega and Hector Gomez (johneortega@gmail.com) |
| Summarizing Dialogues with Negative Cues | Junpeng Liu, Yanyan Zou, Yuxuan Xi, Shengjie Li, Mian Ma and Zhuoye Ding (2296251368@qq.com) |
| Rare but Severe Errors Induced by Minimal Deletions in English-Chinese Neural Machine Translation | Ruikang Shi, Alvin Grissom II and Duc Trinh (agrissom@haverford.edu) |
| Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction | Bin Duan, Shusen Wang, Xingxian Liu and Yajing Xu (bobtuan@bupt.edu.cn) |
| Conversational QA Dataset Generation with Answer Revision | Seonjeong Hwang and Gary Geunbae Lee (seonjeongh@postech.ac.kr) |
| Adversarial Training on Disentangling Meaning and Language Representations for Unsupervised Quality Estimation | Yuto Kuroda, Tomoyuki Kajiwara, Yuki Arase and Takashi Ninomiya (kuroda@ai.cs.ehime-u.ac.jp) |
| A Structure-Aware Argument Encoder for Literature Discourse Analysis | Yinzi Li, Wei Chen, Zhongyu Wei, Yujun Huang, Chujun Wang, Siyuan Wang, Qi Zhang, Xuanjing Huang and Libo Wu (20210980077@fudan.edu.cn) |
| CSL: A Large-scale Chinese Scientific Literature Dataset | Yudong Li, Yuqing Zhang, Zhe Zhao, Linlin Shen, Weijie Liu, Weiquan Mao and Hui Zhang (liyudong123@hotmail.com) |
| Noun-MWP: Math Word Problems Meet Noun Answers | Taehun Cha, Jaeheun Jung and Donghun Lee (cth127@korea.ac.kr) |
| MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction | Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt and Thien Huu Nguyen (apouranb@uoregon.edu) |
| One Word, Two Sides: Traces of Stance in Contextualized Word Representations | Aina Garí Soler, Matthieu Labeau and Chloé Clavel (aina.garisoler@telecom-paris.fr) |
| Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential Models | Yang Xu, Yang Cheng and Riya Bhatia (yang.xu@sdsu.edu) |
| Keyphrase Prediction from Video Transcripts: New Dataset and Directions | Amir Pouran Ben Veyseh, Quan Hung Tran, Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy, Rajiv Jain, Trung Bui, Walter W. Chang, Franck Dernoncourt and Thien Huu Nguyen (apouranb@uoregon.edu) |
| Event Extraction in Video Transcripts | Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt and Thien Huu Nguyen (apouranb@uoregon.edu) |
| Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations | Meiguo Wang, Benjamin Yao, Bin Guo, Xiaohu Liu, Yu Zhang, Tuan-Hung Pham and Chenlei Guo (baiguiyujia@gmail.com) |
| Evons: A Dataset for Fake and Real News Virality Analysis and Prediction | Kriste Krstovski, Bruce Kogut and Angela Ryu (kriste.krstovski@columbia.edu) |
| A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis | Wei Chen, Jinglong Du, Zhao Zhang, Fuzhen Zhuang and Zhongshi He (cwei_01@163.com) |
| Yet Another Format of Universal Dependencies for Korean | Yige Chen, Eunkyul Leah Jo, Yundong Yao, KyungTae Lim, Miikka Silfverberg, Francis Tyers and Jungyeul Park (jungyeul.park@gmail.com) |
| SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER | Shuzheng Si, Shuang Zeng, Jiaxing Lin and Baobao Chang (sishuzheng@stu.pku.edu.cn) |
| MaxMatch-Dropout: Subword Regularization for WordPiece | Tatsuya Hiraoka (hiraoka.tatsuya@fujitsu.com) |
| MCS: An In-battle Commentary System for MOBA Games | Xiaofeng Qi, Chao Li, Zhongping Liang, Jigang Liu, Cheng Zhang, Yuanxin Wei, Lin Yuan, Guang Yang and Lanxiao Huang (supeli@tencent.com) |
| Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks | Rajiv Movva, Jinhao Lei, Shayne Longpre, Ajay Gupta and Chris DuBois (rmovva00@gmail.com) |
| Open-Domain Dialog Evaluation using Follow-Ups Likelihood | Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann and Walter Daelemans (maxime.debruyn@uantwerpen.be) |
| Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases | Gizem Aydin, Seyed Amin Tabatabaei, George Tsatsaronis and Faegheh Hasibi (f.hasibi@cs.ru.nl) |
| DiaBiz.Kom - Towards a Polish Dialogue Act Corpus Based on ISO 24617-2 Standard | Marcin Oleksy, Jan Wieczorek, Dorota Drużyłowska, Julia Klyus, Aleksandra Domogała, Krzysztof Hwaszcz, Hanna Kędzierska, Daria Mikoś and Anita Wróż (marcin.oleksy@pwr.edu.pl) |
| Diverse Multi-Answer Retrieval with Determinantal Point Processes | Poojitha Nandigam, Nikhil Rayaprolu and Manish Shrivastava (poojitha.nandigam@research.iiit.ac.in) |
| Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation | Yanan Wu, Zhiyuan Zeng, Keqing He, Yutao Mou, Pei Wang and Weiran Xu (yanan.wu@bupt.edu.cn) |
| How About Time? Probing a Multilingual Language Model for Temporal Relations | Tommaso Caselli, Irene Dini and Felice Dell'Orletta (t.caselli@rug.nl) |
| Language Branch Gated Multilingual Neural Machine Translation | Haoran Sun and Deyi Xiong (hrsun0105@gmail.com) |
| Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Attention Mechanism Utilizing Layer-Wise Pooling | Dongsuk Oh, Yejin Kim, Hodong Lee, H. Howie Huang and Heuiseok Lim (inow3555@gmail.com) |
| When the Student Becomes the Master: Learning Better and Smaller Monolingual Models from mBERT | Pranaydeep Singh and Els Lefever (pranaydeeps@gmail.com) |
| DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting | Timour Igamberdiev, Thomas Arnold and Ivan Habernal (igamberdiev@ukp.informatik.tu-darmstadt.de) |
| A Weak Supervision Approach for Predicting Difficulty of Technical Interview Questions | Arpita Kundu, Subhasish Ghosh, Pratik Saini, Tapas Nayak and Indrajit Bhattacharya (arpita.kundu1@tcs.com) |
| Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages? | Aniruddha Roy, Rupak Kumar Thakur, Isha Sharma, Ashim Gupta, Amrith Krishna, Sudeshna Sarkar and Pawan Goyal (aniruddha.roy@iitkgp.ac.in) |
| Method Entity Extraction from Biomedical Texts | Robert E. Mercer and Waqar Kalim (mercer@csd.uwo.ca) |
| Unsupervised Data Augmentation for Aspect Based Sentiment Analysis | David Chen, Adam Faulkner and Sahil Badyal (dzchen314@gmail.com) |
| Layer or Representation Space: What makes BERT-based Metrics Robust? | Doan Nam Long Vu, Steffen Eger and Nafise Sadat Moosavi (doannamlong.vu@stud.tu-darmstadt.de) |
| Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis | Yinglong Ma and Yunhe Pang (yinglongma@ncepu.edu.cn) |
| CitRet: A Hybrid Model for Cited Text Span Retrieval | Amit Pandey, Avani Gupta and Vikram Pudi |
| Investigating the Performance of Transformer-Based NLI Models on Presuppositional Inferences | Jad Kabbara and Jackie Chi Kit Cheung (jad@cs.mcgill.ca) |
| ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification | Kai North, Marcos Zampieri and Tharindu Ranasinghe (kn1473@g.rit.edu) |
| ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining | Mohamed Elaraby and Diane Litman (mse30@pitt.edu) |
| How Far Can We Push the Teachers? Improving Zero-Shot Multilingual Text Generation via Iterative Distillation | Ernie Chang, Alex Marin and Vera Demberg (cychang@coli.uni-saarland.de) |
| How Far Can We Go with an English Model? Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning | Ernie Chang, Jesujoba Alabi, David Adelani and Vera Demberg (cychang@coli.uni-saarland.de) |
| MonoByte: A Pool of Monolingual Byte-level Language Models | Hugo Queiroz Abonizio, Leandro Rodrigues de Souza, Roberto Lotufo and Rodrigo Nogueira (hugo.abonizio@gmail.com) |
| Can Causal Transformers Process Recursive Nested Constructions, Like Humans? | Yair Lakretz, Theo Desbordes, Dieuwke Hupkes and Stanislas Dehaene (yair.lakretz@gmail.com) |
| WikiHan: A New Comparative Dataset for Sinitic Languages | Kalvin Chang, Chenxuan Cui, Young Min Kim and David R. Mortensen (kalvinc@andrew.cmu.edu) |
| Assessing Digital Language Support (DLS) on a Global Scale | Gary F. Simons, Abbey L. Thomas and Chad K. White (gary_simons@sil.org) |
| Evaluating the Performance of Transformer-based Language Models for Neuroatypical Language | Duanchen Liu, Zoey Liu, Qingyun Yang, Yujing Huang and Emily Prud'hommeaux (emilypx@gmail.com) |
| Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection | Minqian Liu, Shiyu Chang and Lifu Huang (minqianliu@vt.edu) |
| A Zero-Shot Claim Detection Framework using Question Answering | Revanth Gangi Reddy, Sai Chetan Chinthakindi, Yi Fung, Kevin Small and Heng Ji (g.revanthreddy111@gmail.com) |
| Contrast Sets for Stativity of English Verbs in Context | Daniel Chen and Alexis Palmer (alexis.palmer@colorado.edu) |
| Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe Flows | Keisuke Shirai, Atsushi Hashimoto, Taichi Nishimura, Hirotaka Kameko, Shuhei Kurita, Yoshitaka Ushiku and Shinsuke Mori (whitewell97@gmail.com) |
| Are Pretrained Multilingual Models Equally Fair Across Languages? | Laura Cabello and Anders Søgaard (lcp@di.ku.dk) |
| LayerConnect: Hypernetwork-Assisted Inter-Layer Connector to Enhance Parameter Efficiency | Haoxiang Shi, Rongsheng Zhang, Jiaan Wang, Cen Wang, Guandan Chen, Yinhe Zheng and Tetsuya Sakai (hollis.shi@toki.waseda.jp) |
| Automatic Nominalization of Clauses | John S. Y. Lee, Ho Hung Lim, Carol Louise Webster and Anton Melser (jsylee@cityu.edu.hk) |
| A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning using English Only | Kunbo Ding, Weijie Liu, Yuejian Fang, Weiquan Mao, Zhe Zhao, Tao Zhu, Haoyan Liu, Rong Tian and Yiren Chen (kunbo_ding@stu.pku.edu.cn) |
| Transparent Semantic Parsing with Universal Dependencies using Graph Transformations | Wessel Poelman, Rik van Noord and Johan Bos (johan.bos@rug.nl) |
| Subject Verb Agreement Error Patterns in Meaningless Sentences: Humans vs. BERT | Karim Lasri, Olga Seminck, Thierry Poibeau and Alessandro Lenci (karim.lasri@ens.psl.eu) |
| FeatureBART: Feature Based Sequence-to-Sequence Pre-Training for Low-Resource NMT | Abhisek Chakrabarty, Raj Dabre, Chenchen Ding, Hideki Tanaka, Masao Utiyama and Eiichiro Sumita (abhisek.chakra@nict.go.jp) |
| PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling | Guanting Dong, Daichi Guo, Liwen Wang, Xuefeng Li, Zechen Wang, Keqing He, Jinzheng Zhao, Hao Lei, Xinyue Cui, Yi Huang, Junlan Feng and Weiran Xu (dongguanting@bupt.edu.cn) |
| LIME: Weakly-Supervised Text Classification Without Seeds | Seongmin Park and Jihwa Lee (seongmin.park@actionpower.kr) |
| Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation | Qiang Wang, Ming Chen and Rongxiang Weng (wangqiangneu@gmail.com) |
| MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval dataset | Wing Yan Li, Julie Weeds and David Weir (wl238@sussex.ac.uk) |
| LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization | Fajri Koto, Timothy Baldwin and Jey Han Lau (ffajri@student.unimelb.edu.au) |
| Improving Financial Sentiment Analysis by Metaphor Recognition | Xianfyu Hou, Rui Mao and Xiao Li (x.li.12@aberdeen.ac.uk) |
| TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media | Daniel Loureiro, Aminette D'Souza, Areej Nasser Muhajab, Isabella White, Gabriel Wong, Luis Espinosa Anke, Leonardo Neves, Francesco Barbieri and Jose Camacho-Collados (BoucanovaLoureiroD@cardiff.ac.uk) |
| K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment | Jean Lee, Taejun Lim, Lee Heejun, Bogeun Jo, Yang Sok Kim, Hee-Geun Yoon and Soyeon Caren Han (limtaejun201@gmail.com) |
| Teaching Neural Module Networks to Do Arithmetic | Jiayi Chen, Xiao-Yu Guo, Yuan-Fang Li and Gholamreza Haffari (xiaoyu.guo@monash.edu) |
| Target-Guided Open-Domain Conversation Planning | Yosuke Kishinami, Reina Akama, Shiki Sato, Ryoko Tokuhisa, Jun Suzuki and Kentaro Inui (yosuke.kishinami.q8@dc.tohoku.ac.jp) |
| TERMinator: A system for scientific texts processing | Elena Bruches, Olga Yurievna Tikhobaeva, Yana Yurievna Dementyeva and Tatiana Batura (tatiana.v.batura@gmail.com) |
| Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding | Barah Fazili and Preethi Jyothi (pjyothi@cse.iitb.ac.in) |
| Grammatical Error Correction: Are We There Yet? | Muhammad Reza Qorib and Hwee Tou Ng (mrqorib@u.nus.edu) |
| On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation | Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu and Dacheng Tao (b20050011@s.upc.edu.cn) |
COLING 2022 The 29th International Conference on Computational Linguistics