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

881 papers · page 4 of 9 · the most cited first · ← Findings of the Association for Computational Linguistics 2021

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  1. Effective Batching for Recurrent Neural Network Grammars ↗Hiroshi Noji, Yohei Oseki18 citations
  2. Fine-grained Semantic Alignment Network for Weakly Supervised Temporal Language Grounding ↗Yuechen Wang, Wengang Zhou, Houqiang Li18 citations
  3. Frustratingly Simple Few-Shot Slot Tagging ↗Jianqiang Ma, Zeyu Yan, Chang Li et al.18 citations
  4. Inconsistency Matters: A Knowledge-guided Dual-inconsistency Network for Multi-modal Rumor Detection ↗Mengzhu Sun, Xi Zhang, Jianqiang Ma et al.18 citations
  5. Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model ↗Kuntal Kumar Pal, Chitta Baral18 citations
  6. Investigating the Reordering Capability in CTC-based Non-Autoregressive End-to-End Speech Translation ↗Shun-Po Chuang, Yung-Sung Chuang, Chih-Chiang Chang et al.18 citations
  7. Leveraging Argumentation Knowledge Graph for Interactive Argument Pair Identification ↗Jian Yuan, Zhongyu Wei, Donghua Zhao et al.18 citations
  8. Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health ↗Andrew Lee, Jonathan K. Kummerfeld, Larry An et al.18 citations
  9. Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects ↗Charlotte Caucheteux, Alexandre Gramfort, Jean-Remi King18 citations
  10. Modulating Language Models with Emotions ↗Ruibo Liu, Jason Wei, Chenyan Jia et al.18 citations
  11. NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset ↗Qiyuan Zhang, Lei Wang, Sicheng Yu et al.18 citations
  12. Perceived and Intended Sarcasm Detection with Graph Attention NetworksJoan Plepi, Lucie Flek18 citations · our summary
  13. Structure-Aware Pre-Training for Table-to-Text Generation ↗Xinyu Xing, Xiaojun Wan18 citations
  14. The interplay between language similarity and script on a novel multi-layer Algerian dialect corpus ↗Samia Touileb, Jeremy Barnes18 citations
  15. Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition ↗Guolin Zheng, Yubei Xiao, Ke Gong et al.18 citations
  16. “Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification? ↗Patricia Chiril, Farah Benamara, Véronique Moriceau18 citations
  17. A Multi-Level Attention Model for Evidence-Based Fact Checking ↗Canasai Kruengkrai, Junichi Yamagishi, Xin Wang17 citations
  18. Adapting Monolingual Models: Data can be Scarce when Language Similarity is High ↗Wietse de Vries, Martijn Bartelds, Malvina Nissim et al.17 citations
  19. An Exploratory Analysis of the Relation between Offensive Language and Mental Health ↗Ana-Maria Bucur, Marcos Zampieri, Liviu P. Dinu17 citations
  20. Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon Induction ↗Jinpeng Zhang, Baijun Ji, Nini Xiao et al.17 citations
  21. Constructing Emotional Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation ↗Lei Shen, Jinchao Zhang, Jiao Ou et al.17 citations
  22. Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding ↗Zexue He, Bodhisattwa Prasad Majumder, Julian McAuley17 citations
  23. EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation ↗Chenhe Dong, Guangrun Wang, Hang Xu et al.17 citations
  24. Language Models Use Monotonicity to Assess NPI Licensing ↗Jaap Jumelet, Milica Denic, Jakub Szymanik et al.17 citations
  25. Language Tags Matter for Zero-Shot Neural Machine Translation ↗Liwei Wu, Shanbo Cheng, Mingxuan Wang et al.17 citations
  26. Learning to Answer Psychological Questionnaire for Personality Detection ↗Feifan Yang, Tao Yang, Xiaojun Quan et al.17 citations
  27. Leveraging Information Bottleneck for Scientific Document Summarization ↗Jiaxin Ju, Ming Liu, Huan Yee Koh et al.17 citations
  28. PROST: Physical Reasoning about Objects through Space and Time ↗Stéphane Aroca-Ouellette, Cory Paik, Alessandro Roncone et al.17 citations
  29. Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach ↗Zhe Lin, Xiaojun Wan17 citations
  30. SD-QA: Spoken Dialectal Question Answering for the Real World ↗Fahim Faisal, Sharlina Keshava, Md Mahfuz Ibn Alam et al.17 citations
  31. Say `YES' to Positivity: Detecting Toxic Language in Workplace Communications ↗Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Hassan Awadallah et al.17 citations
  32. TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling ↗Huiyuan Xie, Zhenghao Liu, Chenyan Xiong et al.17 citations
  33. Uncertainty-Aware Machine Translation Evaluation ↗Taisiya Glushkova, Chrysoula Zerva, Ricardo Rei et al.17 citations
  34. Uncovering Implicit Gender Bias in Narratives through Commonsense Inference ↗Tenghao Huang, Faeze Brahman, Vered Shwartz et al.17 citations
  35. Assessing Dialogue Systems with Distribution Distances ↗Jiannan Xiang, Yahui Liu, Deng Cai et al.16 citations
  36. Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation ↗Qingqing Zhu, Xiuying Chen, Pengfei Wu et al.16 citations
  37. Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text ↗Maya Varma, Laurel Orr, Sen Wu et al.16 citations
  38. Decoupling Adversarial Training for Fair NLP ↗Xudong Han, Timothy Baldwin, Trevor Cohn16 citations
  39. Event Detection as Graph Parsing ↗Jianye Xie, Haotong Sun, Junsheng Zhou et al.16 citations
  40. Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study ↗Deepanway Ghosal, Navonil Majumder, Rada Mihalcea et al.16 citations
  41. Geo-BERT Pre-training Model for Query Rewriting in POI Search ↗Xiao Liu, Juan Hu, Qi Shen et al.16 citations
  42. How well do you know your summarization datasets? ↗Priyam Tejaswin, Dhruv Naik, Pengfei Liu16 citations
  43. Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates ↗Xiaochuang Han, Yulia Tsvetkov16 citations
  44. MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering ↗Junjie Wang, Yatai Ji, Jiaqi Sun et al.16 citations
  45. MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection ↗Matthew Matero, Nikita Soni, Niranjan Balasubramanian et al.16 citations
  46. Multilingual Translation via Grafting Pre-trained Language Models ↗Zewei Sun, Mingxuan Wang, Lei Li16 citations
  47. On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers ↗Tianchu Ji, Shraddhan Jain, Michael Ferdman et al.16 citations
  48. On the Lack of Robust Interpretability of Neural Text Classifiers ↗Muhammad Bilal Zafar, Michele Donini, Dylan Slack et al.16 citations
  49. Rationalization through Concepts ↗Diego Antognini, Boi Faltings16 citations
  50. Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference ↗Dvir Ginzburg, Itzik Malkiel, Oren Barkan et al.16 citations
  51. Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation ↗Prakhar Gupta, Yulia Tsvetkov, Jeffrey Bigham16 citations
  52. UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction ↗Huanqin Wu, Wei Liu, Lei Li et al.16 citations
  53. Using Question Answering Rewards to Improve Abstractive Summarization ↗Chulaka Gunasekara, Guy Feigenblat, Benjamin Sznajder et al.16 citations
  54. What if This Modified That? Syntactic Interventions with Counterfactual Embeddings ↗Mycal Tucker, Peng Qian, Roger Levy16 citations
  55. A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue Systems ↗San Kim, Jin Yea Jang, Minyoung Jung et al.15 citations
  56. Counter-Argument Generation by Attacking Weak Premises ↗Milad Alshomary, Shahbaz Syed, Arkajit Dhar et al.15 citations
  57. Disentangled Code Representation Learning for Multiple Programming Languages ↗Jingfeng Zhang, Haiwen Hong, Yin Zhang et al.15 citations
  58. DoT: An efficient Double Transformer for NLP tasks with tables ↗Syrine Krichene, Thomas Müller, Julian Eisenschlos15 citations
  59. Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction ↗Bo Wang, Tao Shen, Guodong Long et al.15 citations
  60. Energy-based Unknown Intent Detection with Data Manipulation ↗Yawen Ouyang, Jiasheng Ye, Yu Chen et al.15 citations
  61. Exploiting Reasoning Chains for Multi-hop Science Question Answering ↗Weiwen Xu, Yang Deng, Huihui Zhang et al.15 citations
  62. Exploring Decomposition for Table-based Fact Verification ↗Xiaoyu Yang, Xiaodan Zhu15 citations
  63. Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts ↗Yiming Wang, Ximing Li, Xiaotang Zhou et al.15 citations
  64. HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition ↗Zhiwei Yang, Jing Ma, Hechang Chen et al.15 citations
  65. How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy ↗Sara Rajaee, Mohammad Taher Pilehvar15 citations
  66. HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction ↗Liliang Ren, Chenkai Sun, Heng Ji et al.15 citations
  67. HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning ↗Mingyu Derek Ma, Muhao Chen, Te-Lin Wu et al.15 citations
  68. It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense ReasoningAlexey Tikhonov, Max Ryabinin15 citations · our summary
  69. K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce ↗Song Xu, Haoran Li, Peng Yuan et al.15 citations
  70. Language Clustering for Multilingual Named Entity Recognition ↗Kyle Shaffer15 citations
  71. Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling ↗Yutai Hou, Yongkui Lai, Cheng Chen et al.15 citations
  72. NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer ↗Fei Huang, Zikai Chen, Chen Henry Wu et al.15 citations
  73. Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax ↗Ehsan Kamalloo, Mehdi Rezagholizadeh, Peyman Passban et al.15 citations
  74. On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation ↗Xuebo Liu, Longyue Wang, Derek F. Wong et al.15 citations
  75. Optimal Neural Program Synthesis from Multimodal Specifications ↗Xi Ye, Qiaochu Chen, Isil Dillig et al.15 citations
  76. Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension ↗Guoxin Yu, Jiwei Li, Ling Luo et al.15 citations
  77. Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition ↗Ying Zhang, Fandong Meng, Yufeng Chen et al.15 citations
  78. Unseen Entity Handling in Complex Question Answering over Knowledge Base via Language Generation ↗Xin Huang, Jung-Jae Kim, Bowei Zou15 citations
  79. UserAdapter: Few-Shot User Learning in Sentiment Analysis ↗Wanjun Zhong, Duyu Tang, Jiahai Wang et al.15 citations
  80. “Let Your Characters Tell Their Story”: A Dataset for Character-Centric Narrative Understanding ↗Faeze Brahman, Meng Huang, Oyvind Tafjord et al.15 citations
  81. Adversarial Examples for Evaluating Math Word Problem Solvers ↗Vivek Kumar, Rishabh Maheshwary, Vikram Pudi14 citations
  82. Competence-based Curriculum Learning for Multilingual Machine Translation ↗Mingliang Zhang, Fandong Meng, Yunhai Tong et al.14 citations
  83. Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification ↗Yada Pruksachatkun, Satyapriya Krishna, Jwala Dhamala et al.14 citations
  84. Encouraging Neural Machine Translation to Satisfy Terminology Constraints ↗Melissa Ailem, Jingshu Liu, Raheel Qader14 citations
  85. Enhancing the Open-Domain Dialogue Evaluation in Latent Space ↗Zhangming Chan, Lemao Liu, Juntao Li et al.14 citations
  86. Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions? ↗Jieyu Zhao, Daniel Khashabi, Tushar Khot et al.14 citations
  87. Exploiting Position Bias for Robust Aspect Sentiment Classification ↗Fang Ma, Chen Zhang, Dawei Song14 citations
  88. Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media ↗Shivam Raval, Hooman Sedghamiz, Enrico Santus et al.14 citations
  89. Grammatical Error Correction with Contrastive Learning in Low Error Density Domains ↗Hannan Cao, Wenmian Yang, Hwee Tou Ng14 citations
  90. Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation ↗Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar et al.14 citations
  91. How Reliable are Model Diagnostics? ↗Vamsi Aribandi, Yi Tay, Donald Metzler14 citations
  92. Incorporating Global Information in Local Attention for Knowledge Representation Learning ↗Yu Zhao, Han Zhou, Ruobing Xie et al.14 citations
  93. Mining the Cause of Political Decision-Making from Social Media: A Case Study of COVID-19 Policies across the US States ↗Zhijing Jin, Zeyu Peng, Tejas Vaidhya et al.14 citations
  94. Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving ↗Tao Qi, Fangzhao Wu, Chuhan Wu et al.14 citations
  95. Unsupervised Label Refinement Improves Dataless Text Classification ↗Zewei Chu, Karl Stratos, Kevin Gimpel14 citations
  96. Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings ↗Sawsan Alqahtani, Garima Lalwani, Yi Zhang et al.14 citations
  97. Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions ↗Javier Ferrando, Marta R. Costa-jussà13 citations
  98. BFClass: A Backdoor-free Text Classification Framework ↗Zichao Li, Dheeraj Mekala, Chengyu Dong et al.13 citations
  99. Characterizing Social Spambots by their Human Traits ↗Salvatore Giorgi, Lyle Ungar, H. Andrew Schwartz13 citations
  100. CodeQA: A Question Answering Dataset for Source Code Comprehension ↗Chenxiao Liu, Xiaojun Wan13 citations

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