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

1,132 papers · page 9 of 12 · the most cited first · ← Findings of the Association for Computational Linguistics 2022

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  1. How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection ↗Jiazhan Feng, Chongyang Tao, Chang Liu et al.4 citations
  2. Is NLP Ready for Standardization? ↗Lauriane Aufrant4 citations
  3. JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset ↗Ruth-Ann Armstrong, John Hewitt, Christopher Manning4 citations
  4. KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering ↗Lihui Zhang, Ruifan Li4 citations
  5. LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training ↗Qi Shi, Qian Liu, Bei Chen et al.4 citations
  6. Language as a fingerprint: Self-supervised learning of user encodings using transformers ↗Roberta Rocca, Tal Yarkoni4 citations
  7. MANTa: Efficient Gradient-Based Tokenization for End-to-End Robust Language Modeling ↗Nathan Godey, Roman Castagné, Éric de la Clergerie et al.4 citations
  8. MMM: An Emotion and Novelty-aware Approach for Multilingual Multimodal Misinformation Detection ↗Vipin Gupta, Rina Kumari, Nischal Ashok et al.4 citations
  9. MOBA-E2C: Generating MOBA Game Commentaries via Capturing Highlight Events from the Meta-Data ↗Dawei Zhang, Sixing Wu, Yao Guo et al.4 citations
  10. Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token ↗Baohao Liao, David Thulke, Sanjika Hewavitharana et al.4 citations
  11. Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval ↗Zhihao Fan, Zhongyu Wei, Zejun Li et al.4 citations
  12. On the data requirements of probing ↗Zining Zhu, Jixuan Wang, Bai Li et al.4 citations
  13. OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval ↗Tong Niu, Kazuma Hashimoto, Yingbo Zhou et al.4 citations
  14. Permutation Invariant Strategy Using Transformer Encoders for Table Understanding ↗Sarthak Dash, Sugato Bagchi, Nandana Mihindukulasooriya et al.4 citations
  15. Probing Factually Grounded Content Transfer with Factual Ablation ↗Peter West, Chris Quirk, Michel Galley et al.4 citations
  16. PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population ↗Tianqing Fang, Quyet V. Do, Hongming Zhang et al.4 citations
  17. QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning ↗Zechen Li, Anders Søgaard4 citations
  18. R-AT: Regularized Adversarial Training for Natural Language Understanding ↗Shiwen Ni, Jiawen Li, Hung-Yu Kao4 citations
  19. Revisiting Checkpoint Averaging for Neural Machine Translation ↗Yingbo Gao, Christian Herold, Zijian Yang et al.4 citations
  20. RoChBert: Towards Robust BERT Fine-tuning for Chinese ↗Zihan Zhang, Jinfeng Li, Ning Shi et al.4 citations
  21. Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study ↗Hai Ye, Yuyang Ding, Juntao Li et al.4 citations
  22. SMASH: Improving SMAll Language Models' Few-SHot Ability with Prompt-Based Distillation ↗Yueqian Wang, Chang Liu, Kai Chen et al.4 citations
  23. SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation ↗Hee Suk Yoon, Eunseop Yoon, John Harvill et al.4 citations
  24. Syntax Controlled Knowledge Graph-to-Text Generation with Order and Semantic Consistency ↗Jin Liu, Chongfeng Fan, Zhou Fengyu et al.4 citations
  25. TAPE: Assessing Few-shot Russian Language Understanding ↗Ekaterina Taktasheva, Tatiana Shavrina, Alena Fenogenova et al.4 citations
  26. Time-aware Prompting for Text Generation ↗Shuyang Cao, Lu Wang4 citations
  27. Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples ↗Jianhan Xu, Cenyuan Zhang, Xiaoqing Zheng et al.4 citations
  28. Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning ↗Jun Zhu, Celine Hudelot4 citations
  29. Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text ↗Amir Pouran Ben Veyseh, Ning Xu, Quan Tran et al.4 citations
  30. Understanding Social Media Cross-Modality Discourse in Linguistic Space ↗Chunpu Xu, Hanzhuo Tan, Jing Li et al.4 citations
  31. Using Developer Discussions to Guide Fixing Bugs in Software ↗Sheena Panthaplackel, Milos Gligoric, Junyi Jessy Li et al.4 citations
  32. Weight Perturbation as Defense against Adversarial Word Substitutions ↗Jianhan Xu, Linyang Li, Jiping Zhang et al.4 citations
  33. Word-level Perturbation Considering Word Length and Compositional Subwords ↗Tatsuya Hiraoka, Sho Takase, Kei Uchiumi et al.4 citations
  34. XDoc: Unified Pre-training for Cross-Format Document Understanding ↗Jingye Chen, Tengchao Lv, Lei Cui et al.4 citations
  35. “\#DisabledOnIndianTwitter” : A Dataset towards Understanding the Expression of People with Disabilities on Indian Twitter ↗Ishani Mondal, Sukhnidh Kaur, Kalika Bali et al.4 citations
  36. ASCM: An Answer Space Clustered Prompting Method without Answer Engineering ↗Zhen Wang, Yating Yang, Zhou Xi et al.3 citations
  37. Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification ↗Linxin Song, Jieyu Zhang, Tianxiang Yang et al.3 citations
  38. Analyzing the Intensity of Complaints on Social Media ↗Ming Fang, Shi Zong, Jing Li et al.3 citations
  39. Assessing How Users Display Self-Disclosure and Authenticity in Conversation with Human-Like Agents: A Case Study of Luda Lee ↗Won Ik Cho, Soomin Kim, Eujeong Choi et al.3 citations
  40. Audience-Centric Natural Language Generation via Style Infusion ↗Samraj Moorjani, Adit Krishnan, Hari Sundaram et al.3 citations
  41. Auxiliary tasks to boost Biaffine Semantic Dependency Parsing ↗Marie Candito3 citations
  42. Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation ↗Yujie Xing, Jinglun Cai, Nils Barlaug et al.3 citations
  43. Better Quality Estimation for Low Resource Corpus Mining ↗Muhammed Kocyigit, Jiho Lee, Derry Wijaya3 citations
  44. BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation ↗Eleftheria Briakou, Sida Wang, Luke Zettlemoyer et al.3 citations
  45. CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation ↗Han Zhang, Sheng Zhang, Yang Xiang et al.3 citations
  46. CaM-Gen: Causally Aware Metric-Guided Text Generation ↗Navita Goyal, Roodram Paneri, Ayush Agarwal et al.3 citations
  47. Challenging America: Modeling language in longer time scales ↗Jakub Pokrywka, Filip Graliński, Krzysztof Jassem et al.3 citations
  48. CheckHARD: Checking Hard Labels for Adversarial Text Detection, Prediction Correction, and Perturbed Word Suggestion ↗Hoang-Quoc Nguyen-Son, Huy Quang Ung, Seira Hidano et al.3 citations
  49. Chop and Change: Anaphora Resolution in Instructional Cooking Videos ↗Cennet Oguz, Ivana Kruijff-Korbayova, Emmanuel Vincent et al.3 citations
  50. Composing Structure-Aware Batches for Pairwise Sentence Classification ↗Andreas Waldis, Tilman Beck, Iryna Gurevych3 citations
  51. Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation ↗Xuandong Zhao, Zhiguo Yu, Ming Wu et al.3 citations
  52. ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation ↗Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul et al.3 citations
  53. Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation ↗Zhexin Zhang, Jiale Cheng, Hao Sun et al.3 citations
  54. Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning ↗Rina Galperin, Shachar Schnapp, Michael Elhadad3 citations
  55. Data Cartography for Low-Resource Neural Machine Translation ↗Aquia Richburg, Marine Carpuat3 citations
  56. DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection ↗Haoran Meng, Xin Zheng, Tianyu Liu et al.3 citations
  57. Dialogue Meaning Representation for Task-Oriented Dialogue Systems ↗Xiangkun Hu, Junqi Dai, Hang Yan et al.3 citations
  58. Do Charge Prediction Models Learn Legal Theory? ↗Zhenwei An, Quzhe Huang, Cong Jiang et al.3 citations
  59. DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition ↗Jiali Zeng, Yufan Jiang, Yongjing Yin et al.3 citations
  60. Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense ↗Wanyun Cui, Xingran Chen3 citations
  61. Entity Embedding Completion for Wide-Coverage Entity Disambiguation ↗Daisuke Oba, Ikuya Yamada, Naoki Yoshinaga et al.3 citations
  62. Exploring Compositional Image Retrieval with Hybrid Compositional Learning and Heuristic Negative Mining ↗Chao Wang, Ehsan Nezhadarya, Tanmana Sadhu et al.3 citations
  63. FCGCL: Fine- and Coarse-Granularity Contrastive Learning for Speech Translation ↗Hao Zhang, Nianwen Si, Yaqi Chen et al.3 citations
  64. FPT: Improving Prompt Tuning Efficiency via Progressive Training ↗Yufei Huang, Yujia Qin, Huadong Wang et al.3 citations
  65. Hey AI, Can You Solve Complex Tasks by Talking to Agents? ↗Tushar Khot, Kyle Richardson, Daniel Khashabi et al.3 citations
  66. Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning ↗Shuo Xie, Jiahao Qiu, Ankita Pasad et al.3 citations
  67. HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crises Response ↗Selim Fekih, Nicolo' Tamagnone, Benjamin Minixhofer et al.3 citations
  68. Improve Discourse Dependency Parsing with Contextualized Representations ↗Yifei Zhou, Yansong Feng3 citations
  69. Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics ↗Hyundong Cho, Chinnadhurai Sankar, Christopher Lin et al.3 citations
  70. Knowledge-grounded Dialog State Tracking ↗Dian Yu, Mingqiu Wang, Yuan Cao et al.3 citations
  71. Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games ↗Benjamin Towle, Ke Zhou3 citations
  72. Lexi: Self-Supervised Learning of the UI Language ↗Pratyay Banerjee, Shweti Mahajan, Kushal Arora et al.3 citations
  73. MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling ↗Zhaoheng Huang, Zhicheng Dou, Yutao Zhu et al.3 citations
  74. MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation ↗Yi Chen, Haiyun Jiang, Lemao Liu et al.3 citations
  75. More Than Words: Collocation Retokenization for Latent Dirichlet Allocation Models ↗Jin Cheevaprawatdomrong, Alexandra Schofield, Attapol Rutherford3 citations
  76. Multi-task Learning for Paraphrase Generation With Keyword and Part-of-Speech Reconstruction ↗Xuhang Xie, Xuesong Lu, Bei Chen3 citations
  77. Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method ↗Viet Lai, Hieu Man, Linh Ngo et al.3 citations
  78. On Length Divergence Bias in Textual Matching Models ↗Lan Jiang, Tianshu Lyu, Yankai Lin et al.3 citations
  79. On the Effectiveness of Automated Metrics for Text Generation Systems ↗Pius von Däniken, Jan Deriu, Don Tuggener et al.3 citations
  80. PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion ↗Jianhao Shen, Chenguang Wang, Ye Yuan et al.3 citations
  81. QaDialMoE: Question-answering Dialogue based Fact Verification with Mixture of Experts ↗Longzheng Wang, Peng Zhang, Xiaoyu Lu et al.3 citations
  82. R&R: Metric-guided Adversarial Sentence Generation ↗Lei Xu, Alfredo Cuesta-Infante, Laure Berti-Equille et al.3 citations
  83. RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning ↗Yaqing Wang, Xin Tian, Haoyi Xiong et al.3 citations
  84. Ranking-Constrained Learning with Rationales for Text Classification ↗Juanyan Wang, Manali Sharma, Mustafa Bilgic3 citations
  85. Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering ↗Shiquan Yang, Xinting Huang, Jey Han Lau et al.3 citations
  86. Self-supervised Rewiring of Pre-trained Speech Encoders: Towards Faster Fine-tuning with Less Labels in Speech Processing ↗Hao Yang, Jinming Zhao, Gholamreza Haffari et al.3 citations
  87. SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings ↗Jan Engler, Sandipan Sikdar, Marlene Lutz et al.3 citations
  88. Simple but Challenging: Natural Language Inference Models Fail on Simple SentencesCheng Luo, Wei Liu, Jieyu Lin et al.3 citations · our summary
  89. Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation ↗Shivanshu Gupta, Sameer Singh, Matt Gardner3 citations
  90. StuBot: Learning by Teaching a Conversational Agent Through Machine Reading Comprehension ↗Nayoung Jin, Hana Lee3 citations
  91. Subword Segmental Language Modelling for Nguni Languages ↗Francois Meyer, Jan Buys3 citations
  92. Task-guided Disentangled Tuning for Pretrained Language Models ↗Jiali Zeng, Yufan Jiang, Shuangzhi Wu et al.3 citations
  93. Text Editing as Imitation Game ↗Ning Shi, Bin Tang, Bo Yuan et al.3 citations
  94. The Effects of Corpus Choice and Morphosyntax on Multilingual Space Induction ↗Vinit Ravishankar, Joakim Nivre3 citations
  95. Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models ↗Clara Na, Sanket Vaibhav Mehta, Emma Strubell3 citations
  96. Translating Hanja Historical Documents to Contemporary Korean and English ↗Juhee Son, Jiho Jin, Haneul Yoo et al.3 citations
  97. Two-Step Question Retrieval for Open-Domain QA ↗Yeon Seonwoo, Juhee Son, Jiho Jin et al.3 citations
  98. Unsupervised Domain Adaptation for Joint Information Extraction ↗Nghia Ngo, Bonan Min, Thien Nguyen3 citations
  99. WordTies: Measuring Word Associations in Language Models via Constrained Sampling ↗Peiran Yao, Tobias Renwick, Denilson Barbosa3 citations
  100. You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis ↗Josip Jukić, Iva Vukojević, Jan Snajder3 citations

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