ACL 2021: all accepted papers
- Probabilistic, Structure-Aware Algorithms for Improved Variety, Accuracy, and Coverage of AMR Alignments ↗Austin Blodgett, Nathan Schneider · Long Papers14 citations
- Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving ↗Shih-hung Tsai, Chao-Chun Liang, Hsin-Min Wang et al. · Short Papers14 citations
- Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention Transformer ↗Fabian Galetzka, Jewgeni Rose, David Schlangen et al. · Long Papers14 citations
- Structurizing Misinformation Stories via Rationalizing Fact-Checks ↗Shan Jiang, Christo Wilson · Long Papers14 citations
- Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding ↗Dongyeop Kang, Eduard Hovy · Long Papers14 citations
- Supporting Cognitive and Emotional Empathic Writing of Students ↗Thiemo Wambsganss, Christina Niklaus, Matthias Söllner et al. · Long Papers14 citations
- Towards User-Driven Neural Machine Translation ↗Huan Lin, Liang Yao, Baosong Yang et al. · Long Papers14 citations
- WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation ↗Nachshon Cohen, Oren Kalinsky, Yftah Ziser et al. · Short Papers14 citations
- A DQN-based Approach to Finding Precise Evidences for Fact Verification ↗Hai Wan, Haicheng Chen, Jianfeng Du et al. · Long Papers13 citations
- A Knowledge-Guided Framework for Frame Identification ↗Xuefeng Su, Ru Li, Xiaoli Li et al. · Long Papers13 citations
- Align Voting Behavior with Public Statements for Legislator Representation Learning ↗Xinyi Mou, Zhongyu Wei, Lei Chen et al. · Long Papers13 citations
- An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers ↗Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov · Short Papers13 citations
- Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction ↗Yifan Gao, Henghui Zhu, Patrick Ng et al. · Long Papers13 citations
- Better than Average: Paired Evaluation of NLP systems ↗Maxime Peyrard, Wei Zhao, Steffen Eger et al. · Long Papers13 citations
- Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation ↗Xin Liu, Baosong Yang, Dayiheng Liu et al. · Long Papers13 citations
- CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes ↗James Mullenbach, Yada Pruksachatkun, Sean Adler et al. · Long Papers13 citations
- End-to-End AMR Coreference Resolution ↗Qiankun Fu, Linfeng Song, Wenyu Du et al. · Long Papers13 citations
- GTM: A Generative Triple-wise Model for Conversational Question Generation ↗Lei Shen, Fandong Meng, Jinchao Zhang et al. · Long Papers13 citations
- How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction ↗Zikun Hu, Yixin Cao, Lifu Huang et al. · Long Papers13 citations
- Joint Models for Answer Verification in Question Answering Systems ↗Zeyu Zhang, Thuy Vu, Alessandro Moschitti · Long Papers13 citations
- Learning to Generate Task-Specific Adapters from Task Description ↗Qinyuan Ye, Xiang Ren · Short Papers13 citations
- Modeling Language Usage and Listener Engagement in Podcasts ↗Sravana Reddy, Mariya Lazarova, Yongze Yu et al. · Long Papers13 citations
- Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation ↗Hongfei Xu, Qiuhui Liu, Josef van Genabith et al. · Long Papers13 citations
- ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction ↗Chen-Yu Lee, Chun-Liang Li, Chu Wang et al. · Short Papers13 citations
- SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation ↗Shuo Ren, Long Zhou, Shujie Liu et al. · Long Papers13 citations
- SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues ↗Liang Qiu, Yuan Liang, Yizhou Zhao et al. · Long Papers13 citations
- A Bidirectional Transformer Based Alignment Model for Unsupervised Word Alignment ↗Jingyi Zhang, Josef van Genabith · Long Papers12 citations
- Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction ↗Chenliang Li, Bin Bi, Ming Yan et al. · Short Papers12 citations
- BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation ↗Yubin Ge, Ly Dinh, Xiaofeng Liu et al. · Long Papers12 citations
- BanditMTL: Bandit-based Multi-task Learning for Text Classification ↗Yuren Mao, Zekai Wang, Weiwei Liu et al. · Long Papers12 citations
- CDRNN: Discovering Complex Dynamics in Human Language Processing ↗Cory Shain · Long Papers12 citations
- Cross-lingual Evidence Improves Monolingual Fake News Detection ↗Daryna Dementieva, Alexander Panchenko · Student Research Workshop12 citations
- End-to-End Lexically Constrained Machine Translation for Morphologically Rich Languages ↗Josef Jon, João Paulo Aires, Dusan Varis et al. · Long Papers12 citations
- Evaluating morphological typology in zero-shot cross-lingual transfer ↗Antonio Martínez-García, Toni Badia, Jeremy Barnes · Long Papers12 citations
- Neural Stylistic Response Generation with Disentangled Latent Variables ↗Qingfu Zhu, Wei-Nan Zhang, Ting Liu et al. · Long Papers12 citations
- PAWLS: PDF Annotation With Labels and Structure ↗Mark Neumann, Zejiang Shen, Sam Skjonsberg · System Demonstrations12 citations
- Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries for Neural Machine Translation ↗Tong Zhang, Long Zhang, Wei Ye et al. · Long Papers12 citations
- TAN-NTM: Topic Attention Networks for Neural Topic Modeling ↗Madhur Panwar, Shashank Shailabh, Milan Aggarwal et al. · Long Papers12 citations
- Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning ↗Cheonbok Park, Yunwon Tae, TaeHee Kim et al. · Long Papers12 citations
- Video Paragraph Captioning as a Text Summarization Task ↗Hui Liu, Xiaojun Wan · Short Papers12 citations
- A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization ↗Zongcheng Ji, Tian Xia, Mei Han et al. · Long Papers11 citations
- Assessing Emoji Use in Modern Text Processing Tools ↗Abu Awal Md Shoeb, Gerard de Melo · Long Papers11 citations
- CitationIE: Leveraging the Citation Graph for Scientific Information Extraction ↗Vijay Viswanathan, Graham Neubig, Pengfei Liu · Long Papers11 citations
- Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images ↗Nyoungwoo Lee, Suwon Shin, Jaegul Choo et al. · Short Papers11 citations
- Data Augmentation with Adversarial Training for Cross-Lingual NLI ↗Xin Dong, Yaxin Zhu, Zuohui Fu et al. · Long Papers11 citations
- Deep Differential Amplifier for Extractive Summarization ↗Ruipeng Jia, Yanan Cao, Fang Fang et al. · Long Papers11 citations
- DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications ↗Hongxuan Tang, Hongyu Li, Jing Liu et al. · Short Papers11 citations
- Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators ↗Peiyu Liu, Ze-Feng Gao, Wayne Xin Zhao et al. · Long Papers11 citations
- Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation ↗Yang Feng, Shuhao Gu, Dengji Guo et al. · Long Papers11 citations
- HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations ↗Weixin Liang, Kai-Hui Liang, Zhou Yu · Long Papers11 citations
- IFlyEA: A Chinese Essay Assessment System with Automated Rating, Review Generation, and Recommendation ↗Jiefu Gong, Xiao Hu, Wei Song et al. · System Demonstrations11 citations
- Improving Formality Style Transfer with Context-Aware Rule Injection ↗Zonghai Yao, Hong Yu · Long Papers11 citations
- Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data ↗Paul Pu Liang, Terrance Liu, Anna Cai et al. · Long Papers11 citations
- Learning to Ask Conversational Questions by Optimizing Levenshtein Distance ↗Zhongkun Liu, Pengjie Ren, Zhumin Chen et al. · Long Papers11 citations
- Multi-stage Pre-training over Simplified Multimodal Pre-training Models ↗Tongtong Liu, Fangxiang Feng, Xiaojie Wang · Long Papers11 citations
- N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses ↗Karthik Ganesan, Pakhi Bamdev, Jaivarsan B et al. · Short Papers11 citations
- N-ary Constituent Tree Parsing with Recursive Semi-Markov Model ↗Xin Xin, Jinlong Li, Zeqi Tan · Long Papers11 citations
- Neural semi-Markov CRF for Monolingual Word Alignment ↗Wuwei Lan, Chao Jiang, Wei Xu · Long Papers11 citations
- On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation ↗Wei Zhang, Ziming Huang, Yada Zhu et al. · Long Papers11 citations
- PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context ↗Xinyun Chen, Linyuan Gong, Alvin Cheung et al. · Long Papers11 citations
- Stage-wise Fine-tuning for Graph-to-Text Generation ↗Qingyun Wang, Semih Yavuz, Xi Victoria Lin et al. · Student Research Workshop11 citations
- A Conditional Splitting Framework for Efficient Constituency Parsing ↗Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty et al. · Long Papers10 citations
- A Semantic-based Method for Unsupervised Commonsense Question Answering ↗Yilin Niu, Fei Huang, Jiaming Liang et al. · Long Papers10 citations
- AggGen: Ordering and Aggregating while Generating ↗Xinnuo Xu, Ondřej Dušek, Verena Rieser et al. · Long Papers10 citations
- Automated Generation of Storytelling Vocabulary from Photographs for use in AAC ↗Mauricio Fontana de Vargas, Karyn Moffatt · Long Papers10 citations
- Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ↗Yangyifan Xu, Yijin Liu, Fandong Meng et al. · Short Papers10 citations
- COVID-19 and Misinformation: A Large-Scale Lexical Analysis on Twitter ↗Dimosthenis Antypas, Jose Camacho-Collados, Alun Preece et al. · Student Research Workshop10 citations
- Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models ↗Tyler A. Chang, Yifan Xu, Weijian Xu et al. · Long Papers10 citations
- Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning ↗Linzi Xing, Wen Xiao, Giuseppe Carenini · Short Papers10 citations
- Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation ↗Jeff Da, Maxwell Forbes, Rowan Zellers et al. · Long Papers10 citations
- Engage the Public: Poll Question Generation for Social Media Posts ↗Zexin Lu, Keyang Ding, Yuji Zhang et al. · Long Papers10 citations
- Factoring Statutory Reasoning as Language Understanding Challenges ↗Nils Holzenberger, Benjamin Van Durme · Long Papers10 citations
- How Low is Too Low? A Computational Perspective on Extremely Low-Resource Languages ↗Rachit Bansal, Himanshu Choudhary, Ravneet Punia et al. · Student Research Workshop10 citations
- How Many Layers and Why? An Analysis of the Model Depth in Transformers ↗Antoine Simoulin, Benoit Crabbé · Student Research Workshop10 citations
- Improving Arabic Diacritization with Regularized Decoding and Adversarial TrainingHan Qin, Guimin Chen, Yuanhe Tian et al. · Short Papers10 citations · our summary
- MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network ↗Nicholas FitzGerald, Dan Bikel, Jan Botha et al. · Short Papers10 citations
- On Orthogonality Constraints for Transformers ↗Aston Zhang, Alvin Chan, Yi Tay et al. · Short Papers10 citations
- R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling ↗Xiang Hu, Haitao Mi, Zujie Wen et al. · Long Papers10 citations
- Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor Recognition ↗Yubo Xie, Junze Li, Pearl Pu · Short Papers10 citations
- When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ↗Jiahuan Li, Yutong Shen, Shujian Huang et al. · Short Papers10 citations
- XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ↗Dongqin Xu, Junhui Li, Muhua Zhu et al. · Long Papers10 citations
- nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? ↗Mihir Kale, Aditya Siddhant, Rami Al-Rfou et al. · Short Papers10 citations
- A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational SpeechJingxuan Yang, Kerui Xu, Jun Xu et al. · Long Papers9 citations · our summary
- A Span-based Dynamic Local Attention Model for Sequential Sentence Classification ↗Xichen Shang, Qianli Ma, Zhenxi Lin et al. · Short Papers9 citations
- Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference ↗Robert L Logan IV, Andrew McCallum, Sameer Singh et al. · Long Papers9 citations
- Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? ↗Puhai Yang, Heyan Huang, Xian-Ling Mao · Long Papers9 citations
- DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue ↗Hung Le, Chinnadhurai Sankar, Seungwhan Moon et al. · Long Papers9 citations
- Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution ↗Jiacheng Xu, Greg Durrett · Long Papers9 citations
- Distinct Label Representations for Few-Shot Text Classification ↗Sora Ohashi, Junya Takayama, Tomoyuki Kajiwara et al. · Short Papers9 citations
- Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models ↗Mingyue Han, Yinglin Wang · Short Papers9 citations
- Evaluating Evaluation Measures for Ordinal Classification and Ordinal Quantification ↗Tetsuya Sakai · Long Papers9 citations
- Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision ↗Si Sun, Yingzhuo Qian, Zhenghao Liu et al. · Long Papers9 citations
- Handling Extreme Class Imbalance in Technical Logbook Datasets ↗Farhad Akhbardeh, Cecilia Ovesdotter Alm, Marcos Zampieri et al. · Long Papers9 citations
- Hierarchical Context-aware Network for Dense Video Event Captioning ↗Lei Ji, Xianglin Guo, Haoyang Huang et al. · Long Papers9 citations
- Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation ↗Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa · Student Research Workshop9 citations
- Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial Training ↗Wangchunshu Zhou, Qifei Li, Chenle Li · Long Papers9 citations
- On Positivity Bias in Negative Reviews ↗Madhusudhan Aithal, Chenhao Tan · Short Papers9 citations
- Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing ↗Jonathan K. Kummerfeld · Short Papers9 citations
- Reasoning over Entity-Action-Location Graph for Procedural Text Understanding ↗Hao Huang, Xiubo Geng, Jian Pei et al. · Long Papers9 citations
- The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language ProcessingValentina Pyatkin, Shoval Sadde, Aynat Rubinstein et al. · Long Papers9 citations · our summary
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