Elamur Research⌕
☰
home / venues / Findings of the Association for… / 2021 / papers / page 3

Findings of the Association for Computational Linguistics 2021: all accepted papers

881 papers · page 3 of 9 · the most cited first · ← Findings of the Association for Computational Linguistics 2021

1 2 3 4 … 9

  1. Neural News Recommendation with Collaborative News Encoding and Structural User Encoding ↗Zhiming Mao, Xingshan Zeng, Kam-Fai Wong27 citations
  2. P-INT: A Path-based Interaction Model for Few-shot Knowledge Graph Completion ↗Jingwen Xu, Jing Zhang, Xirui Ke et al.27 citations
  3. Relation Extraction with Type-aware Map Memories of Word Dependencies ↗Guimin Chen, Yuanhe Tian, Yan Song et al.27 citations
  4. Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers ↗Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo27 citations
  5. Unsupervised Energy-based Adversarial Domain Adaptation for Cross-domain Text Classification ↗Han Zou, Jianfei Yang, Xiaojian Wu27 citations
  6. A Multi-Task Approach for Improving Biomedical Named Entity Recognition by Incorporating Multi-Granularity information ↗Yiqi Tong, Yidong Chen, Xiaodong Shi26 citations
  7. An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis ↗Yunlong Liang, Fandong Meng, Jinchao Zhang et al.26 citations
  8. Attribute Alignment: Controlling Text Generation from Pre-trained Language Models ↗Dian Yu, Zhou Yu, Kenji Sagae26 citations
  9. Benchmarking Neural Topic Models: An Empirical Study ↗Thanh-Nam Doan, Tuan-Anh Hoang26 citations
  10. Convex Aggregation for Opinion Summarization ↗Hayate Iso, Xiaolan Wang, Yoshihiko Suhara et al.26 citations
  11. End-to-End Self-Debiasing Framework for Robust NLU Training ↗Abbas Ghaddar, Phillippe Langlais, Mehdi Rezagholizadeh et al.26 citations
  12. Joint Multimedia Event Extraction from Video and Article ↗Brian Chen, Xudong Lin, Christopher Thomas et al.26 citations
  13. KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple Subgoals ↗Jun Zhang, Yan Yang, Chencai Chen et al.26 citations
  14. Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning ↗Xisen Jin, Bill Yuchen Lin, Mohammad Rostami et al.26 citations
  15. Learning Sequential and Structural Information for Source Code Summarization ↗YunSeok Choi, JinYeong Bak, CheolWon Na et al.26 citations
  16. Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus ↗Daniela Trotta, Raffaele Guarasci, Elisa Leonardelli et al.26 citations
  17. O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning ↗Fenglin Liu, Xuancheng Ren, Xian Wu et al.26 citations
  18. Which is Making the Contribution: Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis ↗Ying Zeng, Sijie Mai, Haifeng Hu26 citations
  19. Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains ↗Yunzhi Yao, Shaohan Huang, Wenhui Wang et al.25 citations
  20. Boundary Detection with BERT for Span-level Emotion Cause Analysis ↗Xiangju Li, Wei Gao, Shi Feng et al.25 citations
  21. Defending Pre-trained Language Models from Adversarial Word Substitution Without Performance Sacrifice ↗Rongzhou Bao, Jiayi Wang, Hai Zhao25 citations
  22. Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification ↗Neha Srikanth, Junyi Jessy Li25 citations
  23. Exploring Self-Identified Counseling Expertise in Online Support Forums ↗Allison Lahnala, Yuntian Zhao, Charles Welch et al.25 citations
  24. Fusion: Towards Automated ICD Coding via Feature Compression ↗Junyu Luo, Cao Xiao, Lucas Glass et al.25 citations
  25. KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships ↗Lei He, Suncong Zheng, Tao Yang et al.25 citations
  26. Knowing More About Questions Can Help: Improving Calibration in Question Answering ↗Shujian Zhang, Chengyue Gong, Eunsol Choi25 citations
  27. Logic-Consistency Text Generation from Semantic Parses ↗Chang Shu, Yusen Zhang, Xiangyu Dong et al.25 citations
  28. On the Gap between Adoption and Understanding in NLP ↗Federico Bianchi, Dirk Hovy25 citations
  29. Predicting Anti-Asian Hateful Users on Twitter during COVID-19 ↗Jisun An, Haewoon Kwak, Claire Seungeun Lee et al.25 citations
  30. Retrieval Enhanced Model for Commonsense Generation ↗Han Wang, Yang Liu, Chenguang Zhu et al.25 citations
  31. Rule-Aware Reinforcement Learning for Knowledge Graph Reasoning ↗Zhongni Hou, Xiaolong Jin, Zixuan Li et al.25 citations
  32. Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension ↗Yiyang Li, Hai Zhao25 citations
  33. TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation ↗Shizhe Diao, Xinwei Shen, Kashun Shum et al.25 citations
  34. BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks ↗Tuan Lai, Heng Ji, ChengXiang Zhai24 citations
  35. Benchmarking Robustness of Machine Reading Comprehension Models ↗Chenglei Si, Ziqing Yang, Yiming Cui et al.24 citations
  36. Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation ↗Zihan Liu, Genta Indra Winata, Pascale Fung24 citations
  37. Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering ↗Weiwen Xu, Huihui Zhang, Deng Cai et al.24 citations
  38. Few-Shot Table-to-Text Generation with Prototype Memory ↗Yixuan Su, Zaiqiao Meng, Simon Baker et al.24 citations
  39. Stylized Story Generation with Style-Guided Planning ↗Xiangzhe Kong, Jialiang Huang, Ziquan Tung et al.24 citations
  40. The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification ↗Haochen Liu, Wei Jin, Hamid Karimi et al.24 citations
  41. A Non-Autoregressive Edit-Based Approach to Controllable Text Simplification ↗Sweta Agrawal, Weijia Xu, Marine Carpuat23 citations
  42. Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level ↗Ruiqi Zhong, Dhruba Ghosh, Dan Klein et al.23 citations
  43. Automatically Select Emotion for Response via Personality-affected Emotion Transition ↗Zhiyuan Wen, Jiannong Cao, Ruosong Yang et al.23 citations
  44. Dense Hierarchical Retrieval for Open-domain Question Answering ↗Ye Liu, Kazuma Hashimoto, Yingbo Zhou et al.23 citations
  45. Efficient Test Time Adapter Ensembling for Low-resource Language Varieties ↗Xinyi Wang, Yulia Tsvetkov, Sebastian Ruder et al.23 citations
  46. Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation ↗Xin Zheng, Zhirui Zhang, Shujian Huang et al.23 citations
  47. Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing ↗Akshat Shrivastava, Pierce Chuang, Arun Babu et al.23 citations
  48. TellMeWhy: A Dataset for Answering Why-Questions in NarrativesYash Kumar Lal, Nathanael Chambers, Raymond Mooney et al.23 citations · our summary
  49. TransSum: Translating Aspect and Sentiment Embeddings for Self-Supervised Opinion Summarization ↗Ke Wang, Xiaojun Wan23 citations
  50. ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation ↗Kaushal Kumar Maurya, Maunendra Sankar Desarkar, Yoshinobu Kano et al.23 citations
  51. Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights ↗Devaraja Adiga, Rishabh Kumar, Amrith Krishna et al.22 citations
  52. CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding ↗Dustin Wright, Isabelle Augenstein22 citations
  53. Compositional Generalization via Semantic Tagging ↗Hao Zheng, Mirella Lapata22 citations
  54. Does Vision-and-Language Pretraining Improve Lexical Grounding? ↗Tian Yun, Chen Sun, Ellie Pavlick22 citations
  55. How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact ↗Zhijing Jin, Geeticka Chauhan, Brian Tse et al.22 citations
  56. Learning Algebraic Recombination for Compositional Generalization ↗Chenyao Liu, Shengnan An, Zeqi Lin et al.22 citations
  57. MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers ↗You Zhang, Jin Wang, Liang-Chih Yu et al.22 citations
  58. Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration ↗Weiyan Shi, Yu Li, Saurav Sahay et al.22 citations
  59. TWEETSUMM - A Dialog Summarization Dataset for Customer Service ↗Guy Feigenblat, Chulaka Gunasekara, Benjamin Sznajder et al.22 citations
  60. WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections ↗Mingda Chen, Sam Wiseman, Kevin Gimpel22 citations
  61. A Multi-Task Learning Framework for Multi-Target Stance DetectionYingjie Li, Cornelia Caragea21 citations · our summary
  62. Answer Generation for Retrieval-based Question Answering Systems ↗Chao-Chun Hsu, Eric Lind, Luca Soldaini et al.21 citations
  63. Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan ↗Jordi Armengol-Estapé, Casimiro Pio Carrino, Carlos Rodriguez-Penagos et al.21 citations
  64. Aspect-based Sentiment Analysis in Question Answering Forums ↗Wenxuan Zhang, Yang Deng, Xin Li et al.21 citations
  65. Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering ↗Aditya Gupta, Jiacheng Xu, Shyam Upadhyay et al.21 citations
  66. Does Pretraining for Summarization Require Knowledge Transfer? ↗Kundan Krishna, Jeffrey Bigham, Zachary C. Lipton21 citations
  67. Does Putting a Linguist in the Loop Improve NLU Data Collection? ↗Alicia Parrish, William Huang, Omar Agha et al.21 citations
  68. ODIST: Open World Classification via Distributionally Shifted Instances ↗Lei Shu, Yassine Benajiba, Saab Mansour et al.21 citations
  69. Promoting Graph Awareness in Linearized Graph-to-Text Generation ↗Alexander Hoyle, Ana Marasović, Noah A. Smith21 citations
  70. Self-Attention Graph Residual Convolutional Networks for Event Detection with dependency relations ↗Anan Liu, Ning Xu, Haozhe Liu21 citations
  71. The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation ↗Orevaoghene Ahia, Julia Kreutzer, Sara Hooker21 citations
  72. Using Social and Linguistic Information to Adapt Pretrained Representations for Political Perspective Identification ↗Chang Li, Dan Goldwasser21 citations
  73. Cluster-Former: Clustering-based Sparse Transformer for Question Answering ↗Shuohang Wang, Luowei Zhou, Zhe Gan et al.20 citations
  74. CoDesc: A Large Code–Description Parallel Dataset ↗Masum Hasan, Tanveer Muttaqueen, Abdullah Al Ishtiaq et al.20 citations
  75. Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs ↗Dinesh Raghu, Atishya Jain, Mausam et al.20 citations
  76. Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence ↗Andrew Halterman, Katherine A. Keith, Sheikh Sarwar et al.20 citations
  77. Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL ↗Zhi Chen, Lu Chen, Hanqi Li et al.20 citations
  78. Direct Simultaneous Speech-to-Text Translation Assisted by Synchronized Streaming ASR ↗Junkun Chen, Mingbo Ma, Renjie Zheng et al.20 citations
  79. Event Extraction from Historical Texts: A New Dataset for Black Rebellions ↗Viet Dac Lai, Minh Van Nguyen, Heidi Kaufman et al.20 citations
  80. Generating Realistic Natural Language Counterfactuals ↗Marcel Robeer, Floris Bex, Ad Feelders20 citations
  81. HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge ↗Yufei Tian, Arvind krishna Sridhar, Nanyun Peng20 citations
  82. Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder ↗Yao Qiu, Jinchao Zhang, Jie Zhou20 citations
  83. Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation ↗Feilong Chen, Fandong Meng, Xiuyi Chen et al.20 citations
  84. Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning ↗Jun Wang, Chang Xu, Francisco Guzmán et al.20 citations
  85. RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer ↗Xingshan Zeng, Liangyou Li, Qun Liu20 citations
  86. Rethinking Why Intermediate-Task Fine-Tuning Works ↗Ting-Yun Chang, Chi-Jen Lu20 citations
  87. CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection ↗Henry Weld, Guanghao Huang, Jean Lee et al.19 citations
  88. Contrastive Fine-tuning Improves Robustness for Neural Rankers ↗Xiaofei Ma, Cicero Nogueira dos Santos, Andrew O. Arnold19 citations
  89. Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance ↗Dan Su, Tiezheng Yu, Pascale Fung19 citations
  90. On the Copying Behaviors of Pre-Training for Neural Machine Translation ↗Xuebo Liu, Longyue Wang, Derek F. Wong et al.19 citations
  91. Plot and Rework: Modeling Storylines for Visual Storytelling ↗Chi-yang Hsu, Yun-Wei Chu, Ting-Hao Huang et al.19 citations
  92. RoR: Read-over-Read for Long Document Machine Reading Comprehension ↗Jing Zhao, Junwei Bao, Yifan Wang et al.19 citations
  93. Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions ↗Biswesh Mohapatra, Gaurav Pandey, Danish Contractor et al.19 citations
  94. SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations ↗Hooman Sedghamiz, Shivam Raval, Enrico Santus et al.19 citations
  95. An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling ↗Han Liu, Feng Zhang, Xiaotong Zhang et al.18 citations
  96. Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in Summarization ↗Yiran Chen, Pengfei Liu, Xipeng Qiu18 citations
  97. Bidirectional Hierarchical Attention Networks based on Document-level Context for Emotion Cause Extraction ↗Guimin Hu, Guangming Lu, Yi Zhao18 citations
  98. Data Efficient Masked Language Modeling for Vision and Language ↗Yonatan Bitton, Michael Elhadad, Gabriel Stanovsky et al.18 citations
  99. Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable ↗Ruiliu Fu, Han Wang, Xuejun Zhang et al.18 citations
  100. Do Explanations Help Users Detect Errors in Open-Domain QA? An Evaluation of Spoken vs. Visual Explanations ↗Ana Valeria González, Gagan Bansal, Angela Fan et al.18 citations

1 2 3 4 … 9

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/findings/2021/papers/page/3/