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Findings of the Association for Computational Linguistics 2022: all accepted papers

1,132 papers · page 10 of 12 · the most cited first · ← Findings of the Association for Computational Linguistics 2022

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  1. “Diversity and Uncertainty in Moderation” are the Key to Data Selection for Multilingual Few-shot Transfer ↗Shanu Kumar, Sandipan Dandapat, Monojit Choudhury3 citations
  2. A Framework for Automatic Generation of Spoken Question-Answering Data ↗Merve Ünlü Menevşe, Yusufcan Manav, Ebru Arisoy et al.2 citations
  3. A Versatile Adaptive Curriculum Learning Framework for Task-oriented Dialogue Policy Learning ↗Yang Zhao, Hua Qin, Wang Zhenyu et al.2 citations
  4. ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge ↗Tingting Liu, Chengyu Wang, Xiangru Zhu et al.2 citations
  5. An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models ↗Victor Steinborn, Philipp Dufter, Haris Jabbar et al.2 citations
  6. Answer Quality Aware Aggregation for Extractive QA Crowdsourcing ↗Peide Zhu, Zhen Wang, Claudia Hauff et al.2 citations
  7. Attention Mechanism with Energy-Friendly Operations ↗Yu Wan, Baosong Yang, Dayiheng Liu et al.2 citations
  8. BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection ↗Hanyu Duan, Yi Yang, Ahmed Abbasi et al.2 citations
  9. Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations ↗Julia El Zini, Mariette Awad2 citations
  10. Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging ↗Houquan Zhou, Yang Li, Zhenghua Li et al.2 citations
  11. Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation ↗Huan Lin, Baosong Yang, Liang Yao et al.2 citations
  12. Bridging the Training-Inference Gap for Dense Phrase Retrieval ↗Gyuwan Kim, Jinhyuk Lee, Barlas Oguz et al.2 citations
  13. CHIA: CHoosing Instances to Annotate for Machine Translation ↗Rajat Bhatnagar, Ananya Ganesh, Katharina Kann2 citations
  14. CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals ↗Scott Novotney, Sreeparna Mukherjee, Zeeshan Ahmed et al.2 citations
  15. Can AMR Assist Legal and Logical Reasoning? ↗Nikolaus Schrack, Ruixiang Cui, Hugo López et al.2 citations
  16. Capturing Topic Framing via Masked Language Modeling ↗Xiaobo Guo, Weicheng Ma, Soroush Vosoughi2 citations
  17. CodeExp: Explanatory Code Document Generation ↗Haotian Cui, Chenglong Wang, Junjie Huang et al.2 citations
  18. Combinatory Grammar Tells Underlying Relevance among Entities ↗Yuanhe Tian, Yan Song2 citations
  19. Con-NAT: Contrastive Non-autoregressive Neural Machine Translation ↗Hao Cheng, Zhihua Zhang2 citations
  20. Contextualizing Language Models for Norms Diverging from Social Majority ↗Niklas Kiehne, Hermann Kroll, Wolf-Tilo Balke2 citations
  21. Controlling the Focus of Pretrained Language Generation Models ↗Jiabao Ji, Yoon Kim, James Glass et al.2 citations
  22. Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup ↗Peng Shi, Linfeng Song, Lifeng Jin et al.2 citations
  23. Dependency Position Encoding for Relation Extraction ↗Qiushi Guo, Xin Wang, Dehong Gao2 citations
  24. Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes ↗Louis Clouatre, Prasanna Parthasarathi, Amal Zouaq et al.2 citations
  25. Detecting Various Types of Noise for Neural Machine Translation ↗Christian Herold, Jan Rosendahl, Joris Vanvinckenroye et al.2 citations
  26. Don't Just Clean It, Proxy Clean It: Mitigating Bias by Proxy in Pre-Trained Models ↗Swetasudha Panda, Ari Kobren, Michael Wick et al.2 citations
  27. Early Guessing for Dialect Identification ↗Vani Kanjirangat, Tanja Samardzic, Fabio Rinaldi et al.2 citations
  28. Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT ↗Christos Papadopoulos, Yannis Panagakis, Manolis Koubarakis et al.2 citations
  29. Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory ↗Zhiliang Tian, Yinliang Wang, Yiping Song et al.2 citations
  30. Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering ↗Jeonghwan Kim, Junmo Kang, Kyung-min Kim et al.2 citations
  31. From Cognitive to Computational Modeling: Text-based Risky Decision-Making Guided by Fuzzy Trace Theory ↗Jaron Mar, Jiamou Liu2 citations
  32. From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models ↗Lei Li, Yankai Lin, Xuancheng Ren et al.2 citations
  33. Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems ↗Wang Zhu, Jesse Thomason, Robin Jia2 citations
  34. Generating Textual Adversaries with Minimal Perturbation ↗Xingyi Zhao, Lu Zhang, Depeng Xu et al.2 citations
  35. Getting the Most out of Simile Recognition ↗Xiaoyue Wang, Linfeng Song, Xin Liu et al.2 citations
  36. Harmless Transfer Learning for Item Embeddings ↗Chengyue Gong, Xiaocong Du, Dhruv Choudhary et al.2 citations
  37. Hierarchical Inductive Transfer for Continual Dialogue Learning ↗Shaoxiong Feng, Xuancheng Ren, Kan Li et al.2 citations
  38. How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ↗Hailong Jin, Tiansi Dong, Lei Hou et al.2 citations
  39. How to Stop an Avalanche? JoDeM: Joint Decision Making through Compare and Contrast for Dialog State Tracking ↗Haoming Wang, Wang Xin2 citations
  40. How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer ↗Iman Jundi, Gabriella Lapesa2 citations
  41. Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks ↗Şaziye Betül Özateş, Arzucan Özgür, Tunga Gungor et al.2 citations
  42. Improving English-Arabic Transliteration with Phonemic Memories ↗Yuanhe Tian, Renze Lou, Xiangyu Pang et al.2 citations
  43. Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics ↗Jiannan Xiang, Huayang Li, Yahui Liu et al.2 citations
  44. It's Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection ↗Huawen Feng, Qianli Ma2 citations
  45. Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition ↗Suyoun Kim, Ke Li, Lucas Kabela et al.2 citations
  46. LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue ↗Anthony Sicilia, Malihe Alikhani2 citations
  47. Latent Group Dropout for Multilingual and Multidomain Machine Translation ↗Minh-Quang Pham, François Yvon, Josep Crego2 citations
  48. Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task ↗Shailaja Keyur Sampat, Pratyay Banerjee, Yezhou Yang et al.2 citations
  49. Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns ↗Zihan Wang, Jiuxiang Gu, Jason Kuen et al.2 citations
  50. Learning From the Source Document: Unsupervised Abstractive Summarization ↗Haojie Zhuang, Wei Emma Zhang, Jian Yang et al.2 citations
  51. Learning When and What to Quote: A Quotation Recommender System with Mutual Promotion of Recommendation and Generation ↗Lingzhi Wang, Xingshan Zeng, Kam-Fai Wong2 citations
  52. Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer ↗Zhengyuan Liu, Nancy Chen2 citations
  53. Leveraging Data Recasting to Enhance Tabular Reasoning ↗Aashna Jena, Vivek Gupta, Manish Shrivastava et al.2 citations
  54. LogicNMR: Probing the Non-monotonic Reasoning Ability of Pre-trained Language Models ↗Yeliang Xiu, Zhanhao Xiao, Yongmei Liu2 citations
  55. McPhraSy: Multi-Context Phrase Similarity and Clustering ↗Amir DN Cohen, Hila Gonen, Ori Shapira et al.2 citations
  56. Minimally-Supervised Relation Induction from Pre-trained Language Model ↗Lu Sun, Yongliang Shen, Weiming Lu2 citations
  57. Mitigating Covertly Unsafe Text within Natural Language Systems ↗Alex Mei, Anisha Kabir, Sharon Levy et al.2 citations
  58. Mitigating the Inconsistency Between Word Saliency and Model Confidence with Pathological Contrastive Training ↗Pengwei Zhan, Yang Wu, Shaolei Zhou et al.2 citations
  59. Modeling Context With Linear Attention for Scalable Document-Level Translation ↗Zhaofeng Wu, Hao Peng, Nikolaos Pappas et al.2 citations
  60. Modular Domain Adaptation ↗Junshen Chen, Dallas Card, Dan Jurafsky2 citations
  61. Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ↗ZeFeng Cai, Linlin Wang, Gerard de Melo et al.2 citations
  62. On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization ↗Shruti Palaskar, Akshita Bhagia, Yonatan Bisk et al.2 citations
  63. PaCo: Preconditions Attributed to Commonsense Knowledge ↗Ehsan Qasemi, Filip Ilievski, Muhao Chen et al.2 citations
  64. Part Represents Whole: Improving the Evaluation of Machine Translation System Using Entropy Enhanced Metrics ↗Yilun Liu, Shimin Tao, Chang Su et al.2 citations
  65. Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training ↗Ashish Mittal, Durga Sivasubramanian, Rishabh Iyer et al.2 citations
  66. Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation ↗Junwei Yang, Zequn Liu, Ming Zhang et al.2 citations
  67. Penn-Helsinki Parsed Corpus of Early Modern English: First Parsing Results and AnalysisSeth Kulick, Neville Ryant, Beatrice Santorini2 citations · our summary
  68. Platt-Bin: Efficient Posterior Calibrated Training for NLP Classifiers ↗Rishabh Singh, Shirin Goshtasbpour2 citations
  69. Probing Relational Knowledge in Language Models via Word Analogies ↗Kiamehr Rezaee, Jose Camacho-Collados2 citations
  70. Progressive Sentiment Analysis for Code-Switched Text Data ↗Sudhanshu Ranjan, Dheeraj Mekala, Jingbo Shang2 citations
  71. Realistic Data Augmentation Framework for Enhancing Tabular Reasoning ↗Dibyakanti Kumar, Vivek Gupta, Soumya Sharma et al.2 citations
  72. Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation ↗Jinyi Hu, Xiaoyuan Yi, Wenhao Li et al.2 citations
  73. Relevant CommonSense Subgraphs for “What if...” Procedural Reasoning ↗Chen Zheng, Parisa Kordjamshidi2 citations
  74. Revisiting the Effects of Leakage on Dependency Parsing ↗Nathaniel Krasner, Miriam Wanner, Antonios Anastasopoulos2 citations
  75. Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures ↗Simone Conia, Edoardo Barba, Alessandro Scirè et al.2 citations
  76. Semi-Supervised Lifelong Language Learning ↗Yingxiu Zhao, Yinhe Zheng, Bowen Yu et al.2 citations
  77. Sharpness-Aware Minimization with Dynamic Reweighting ↗Wenxuan Zhou, Fangyu Liu, Huan Zhang et al.2 citations
  78. Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation ↗Sho Takase, Tatsuya Hiraoka, Naoaki Okazaki2 citations
  79. Subword-Delimited Downsampling for Better Character-Level Translation ↗Lukas Edman, Antonio Toral, Gertjan van Noord2 citations
  80. Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective ↗Osama Khalid, Jonathan Rusert, Padmini Srinivasan2 citations
  81. TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization ↗Ze Yang, Christian Wang, Zhoujin Tian et al.2 citations
  82. TEAM: A multitask learning based Taxonomy Expansion approach for Attach and Merge ↗Bornali Phukon, Anasua Mitra, Ranbir Sanasam et al.2 citations
  83. The Case for a Single Model that can Both Generate Continuations and Fill-in-the-Blank ↗Daphne Ippolito, Liam Dugan, Emily Reif et al.2 citations
  84. Think Beyond Words: Exploring Context-Relevant Visual Commonsense for Diverse Dialogue Generation ↗Yiting Liu, Liang Li, Beichen Zhang et al.2 citations
  85. TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition ↗Yichun Zhao, Jintao Du, Gongshen Liu et al.2 citations
  86. What Has Been Enhanced in my Knowledge-Enhanced Language Model? ↗Yifan Hou, Guoji Fu, Mrinmaya Sachan2 citations
  87. What Works and Doesn't Work, A Deep Decoder for Neural Machine Translation ↗Zuchao Li, Yiran Wang, Masao Utiyama et al.2 citations
  88. White-box Testing of NLP models with Mask Neuron Coverage ↗Arshdeep Sekhon, Yangfeng Ji, Matthew Dwyer et al.2 citations
  89. uFACT: Unfaithful Alien-Corpora Training for Semantically Consistent Data-to-Text Generation ↗Tisha Anders, Alexandru Coca, Bill Byrne2 citations
  90. An Item Response Theory Framework for Persuasion ↗Anastassia Kornilova, Vladimir Eidelman, Daniel Douglass1 citation
  91. Analyzing the Limits of Self-Supervision in Handling Bias in Language ↗Lisa Bauer, Karthik Gopalakrishnan, Spandana Gella et al.1 citation
  92. Baked-in State Probing ↗Shubham Toshniwal, Sam Wiseman, Karen Livescu et al.1 citation
  93. BeamR: Beam Reweighing with Attribute Discriminators for Controllable Text Generation ↗David Landsman, Jerry Zikun Chen, Hussain Zaidi1 citation
  94. Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings ↗Jian Zhu, Zuoyu Tian, Yadong Liu et al.1 citation
  95. CANarEx: Contextually Aware Narrative Extraction for Semantically Rich Text-as-data Applications ↗Nandini Anantharama, Simon Angus, Lachlan O'Neill1 citation
  96. Co-training an Unsupervised Constituency Parser with Weak Supervision ↗Nickil Maveli, Shay B. Cohen1 citation
  97. Conceptual Similarity for Subjective Tags ↗Yacine Gaci, Boualem Benatallah, Fabio Casati et al.1 citation
  98. Consecutive Question Generation via Dynamic Multitask Learning ↗Yunji Li, Sujian Li, Xing Shi1 citation
  99. Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling ↗Junda Wu, Rui Wang, Tong Yu et al.1 citation
  100. Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation ↗Zhijing Wu, Hua Xu, Jingliang Fang et al.1 citation

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