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

1,132 papers · page 3 of 12 · the most cited first · ← Findings of the Association for Computational Linguistics 2022

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  1. BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog ↗Haipeng Sun, Junwei Bao, Youzheng Wu et al.23 citations
  2. EA$^2$E: Improving Consistency with Event Awareness for Document-Level Argument Extraction ↗Qi Zeng, Qiusi Zhan, Heng Ji23 citations
  3. Extracting Temporal Event Relation with Syntax-guided Graph Transformer ↗Shuaicheng Zhang, Qiang Ning, Lifu Huang23 citations
  4. InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings ↗Xing Wu, Chaochen Gao, Zijia Lin et al.23 citations
  5. MReD: A Meta-Review Dataset for Structure-Controllable Text Generation ↗Chenhui Shen, Liying Cheng, Ran Zhou et al.23 citations
  6. Prompt-Driven Neural Machine Translation ↗Yafu Li, Yongjing Yin, Jing Li et al.23 citations
  7. Query2Particles: Knowledge Graph Reasoning with Particle Embeddings ↗Jiaxin Bai, Zihao Wang, Hongming Zhang et al.23 citations
  8. The Limits of Word Level Differential Privacy ↗Justus Mattern, Benjamin Weggenmann, Florian Kerschbaum23 citations
  9. Virtual Augmentation Supported Contrastive Learning of Sentence Representations ↗Dejiao Zhang, Wei Xiao, Henghui Zhu et al.23 citations
  10. Why don't people use character-level machine translation? ↗Jindřich Libovický, Helmut Schmid, Alexander Fraser23 citations
  11. A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment ConflictYiyi Liu, Yequan Wang, Aixin Sun et al.22 citations · our summary
  12. Controllable Dialogue Simulation with In-context Learning ↗Zekun Li, Wenhu Chen, Shiyang Li et al.22 citations
  13. NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue ↗Inigo Casanueva, Ivan Vulić, Georgios Spithourakis et al.22 citations
  14. Question Answering Infused Pre-training of General-Purpose Contextualized Representations ↗Robin Jia, Mike Lewis, Luke Zettlemoyer22 citations
  15. Zero-Shot Event Detection Based on Ordered Contrastive Learning and Prompt-Based Prediction ↗Senhui Zhang, Tao Ji, Wendi Ji et al.22 citations
  16. DIGAT: Modeling News Recommendation with Dual-Graph Interaction ↗Zhiming Mao, Jian Li, Hongru Wang et al.21 citations
  17. End-to-End Segmentation-based News Summarization ↗Yang Liu, Chenguang Zhu, Michael Zeng21 citations
  18. End-to-End Speech Translation for Code Switched Speech ↗Orion Weller, Matthias Sperber, Telmo Pires et al.21 citations
  19. Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner ↗Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma et al.21 citations
  20. FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction ↗Lvxiaowei Xu, Jianwang Wu, Jiawei Peng et al.21 citations
  21. Improving the Adversarial Robustness of NLP Models by Information Bottleneck ↗Cenyuan Zhang, Xiang Zhou, Yixin Wan et al.21 citations
  22. Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning ↗Xiangyu Peng, Siyan Li, Sarah Wiegreffe et al.21 citations
  23. KETOD: Knowledge-Enriched Task-Oriented Dialogue ↗Zhiyu Chen, Bing Liu, Seungwhan Moon et al.21 citations
  24. Morphosyntactic Tagging with Pre-trained Language Models for Arabic and its Dialects ↗Go Inoue, Salam Khalifa, Nizar Habash21 citations
  25. Phrase-level Textual Adversarial Attack with Label Preservation ↗Yibin Lei, Yu Cao, Dianqi Li et al.21 citations
  26. Training Dynamics for Text Summarization Models ↗Tanya Goyal, Jiacheng Xu, Junyi Jessy Li et al.21 citations
  27. A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ↗Tianxiang Sun, Xiangyang Liu, Wei Zhu et al.20 citations
  28. AMR-DA: Data Augmentation by Abstract Meaning Representation ↗Ziyi Shou, Yuxin Jiang, Fangzhen Lin20 citations
  29. Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity ↗Kurt Shuster, Jack Urbanek, Arthur Szlam et al.20 citations
  30. BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model ↗Yosuke Higuchi, Brian Yan, Siddhant Arora et al.20 citations
  31. Efficient (Soft) Q-Learning for Text Generation with Limited Good Data ↗Han Guo, Bowen Tan, Zhengzhong Liu et al.20 citations
  32. Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition ↗Gang Zhao, Guanting Dong, Yidong Shi et al.20 citations
  33. Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering ↗Mingxuan Ju, Wenhao Yu, Tong Zhao et al.20 citations
  34. In-BoXBART: Get Instructions into Biomedical Multi-Task Learning ↗Mihir Parmar, Swaroop Mishra, Mirali Purohit et al.20 citations
  35. Learning to Execute Actions or Ask Clarification Questions ↗Zhengxiang Shi, Yue Feng, Aldo Lipani20 citations
  36. Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense ↗Thai Le, Jooyoung Lee, Kevin Yen et al.20 citations
  37. Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold ↗Sebastian Ruder, Ivan Vulić, Anders Søgaard20 citations
  38. A Two-Stage Approach towards Generalization in Knowledge Base Question Answering ↗Srinivas Ravishankar, Dung Thai, Ibrahim Abdelaziz et al.19 citations
  39. ASSIST: Towards Label Noise-Robust Dialogue State Tracking ↗Fanghua Ye, Yue Feng, Emine Yilmaz19 citations
  40. Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining ↗Andreas Madsen, Nicholas Meade, Vaibhav Adlakha et al.19 citations
  41. Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging ↗Yutai Hou, Cheng Chen, Xianzhen Luo et al.19 citations
  42. KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation ↗Yongfei Liu, Chenfei Wu, Shao-Yen Tseng et al.19 citations
  43. PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry Generation ↗Aitor Ormazabal, Mikel Artetxe, Manex Agirrezabal et al.19 citations
  44. Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training ↗Yifan Gao, Qingyu Yin, Zheng Li et al.19 citations
  45. The Role of Context in Detecting Previously Fact-Checked Claims ↗Shaden Shaar, Firoj Alam, Giovanni Da San Martino et al.19 citations
  46. Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ↗Ji Xin, Chenyan Xiong, Ashwin Srinivasan et al.19 citations
  47. A Graph Enhanced BERT Model for Event Prediction ↗Li Du, Xiao Ding, Yue Zhang et al.18 citations
  48. A Label-Aware Autoregressive Framework for Cross-Domain NER ↗Jinpeng Hu, He Zhao, Dan Guo et al.18 citations
  49. C$^3$KG: A Chinese Commonsense Conversation Knowledge Graph ↗Dawei Li, Yanran Li, Jiayi Zhang et al.18 citations
  50. CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation ↗Jian Yang, Shaohan Huang, Shuming Ma et al.18 citations
  51. CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality ↗Maria Nadejde, Anna Currey, Benjamin Hsu et al.18 citations
  52. Diving Deep into Modes of Fact Hallucinations in Dialogue Systems ↗Souvik Das, Sougata Saha, Rohini Srihari18 citations
  53. Learning to Model Editing Processes ↗Machel Reid, Graham Neubig18 citations
  54. Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback ↗Niket Tandon, Aman Madaan, Peter Clark et al.18 citations
  55. METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation ↗Ruixin Hong, Hongming Zhang, Xintong Yu et al.18 citations
  56. MIMICause: Representation and automatic extraction of causal relation types from clinical notes ↗Vivek Khetan, Md Imbesat Rizvi, Jessica Huber et al.18 citations
  57. Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction ↗Jun Gao, Changlong Yu, Wei Wang et al.18 citations
  58. OCR Improves Machine Translation for Low-Resource Languages ↗Oana Ignat, Jean Maillard, Vishrav Chaudhary et al.18 citations
  59. Prior Knowledge and Memory Enriched Transformer for Sign Language Translation ↗Tao Jin, Zhou Zhao, Meng Zhang et al.18 citations
  60. RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation ↗Md Akmal Haidar, Nithin Anchuri, Mehdi Rezagholizadeh et al.18 citations
  61. Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision ↗Zifeng Wang, Jimeng Sun18 citations
  62. Type-Driven Multi-Turn Corrections for Grammatical Error Correction ↗Shaopeng Lai, Qingyu Zhou, Jiali Zeng et al.18 citations
  63. What is wrong with you?: Leveraging User Sentiment for Automatic Dialog Evaluation ↗Sarik Ghazarian, Behnam Hedayatnia, Alexandros Papangelis et al.18 citations
  64. BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages ↗Manuel Mager, Arturo Oncevay, Elisabeth Mager et al.17 citations
  65. Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models ↗Aaron Mueller, Robert Frank, Tal Linzen et al.17 citations
  66. Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting ↗Ilias Chalkidis, Anders Søgaard17 citations
  67. Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking ↗Tuan Lai, Heng Ji, ChengXiang Zhai17 citations
  68. Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA ↗Qingyi Si, Fandong Meng, Mingyu Zheng et al.17 citations
  69. On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations ↗Roy Schwartz, Gabriel Stanovsky17 citations
  70. Probing for Constituency Structure in Neural Language Models ↗David Arps, Younes Samih, Laura Kallmeyer et al.17 citations
  71. RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction ↗Shusen Wang, Bosen Zhang, Yajing Xu et al.17 citations
  72. StATIK: Structure and Text for Inductive Knowledge Graph Completion ↗Elan Markowitz, Keshav Balasubramanian, Mehrnoosh Mirtaheri et al.17 citations
  73. Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters ↗Tal Schuster, Sihao Chen, Senaka Buthpitiya et al.17 citations
  74. The Effects of Surprisal across Languages: Results from Native and Non-native Reading ↗Andrea de Varda, Marco Marelli17 citations
  75. Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems ↗Yi-Lin Tuan, Sajjad Beygi, Maryam Fazel-Zarandi et al.17 citations
  76. A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ↗Haochen Tan, Wei Shao, Han Wu et al.16 citations
  77. CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation ↗Tanay Dixit, Bhargavi Paranjape, Hannaneh Hajishirzi et al.16 citations
  78. Factual Consistency of Multilingual Pretrained Language Models ↗Constanza Fierro, Anders Søgaard16 citations
  79. Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization ↗Yue Dong, John Wieting, Pat Verga16 citations
  80. First the Worst: Finding Better Gender Translations During Beam Search ↗Danielle Saunders, Rosie Sallis, Bill Byrne16 citations
  81. Good Night at 4 pm?! Time Expressions in Different Cultures ↗Vered Shwartz16 citations
  82. How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers ↗Michael Hassid, Hao Peng, Daniel Rotem et al.16 citations
  83. Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation ↗Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka et al.16 citations
  84. Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation ↗Prakhar Gupta, Harsh Jhamtani, Jeffrey Bigham16 citations
  85. The impact of lexical and grammatical processing on generating code from natural language ↗Nathanaël Beau, Benoit Crabbé16 citations
  86. Translation Error Detection as Rationale Extraction ↗Marina Fomicheva, Lucia Specia, Nikolaos Aletras16 citations
  87. A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge ↗Tao Wang, Linhai Zhang, Chenchen Ye et al.15 citations
  88. CrossRE: A Cross-Domain Dataset for Relation Extraction ↗Elisa Bassignana, Barbara Plank15 citations
  89. DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog ↗Chia-Chien Hung, Anne Lauscher, Simone Ponzetto et al.15 citations
  90. Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation ↗Zhiyuan Zhang, Qi Su, Xu Sun15 citations
  91. Encoding and Fusing Semantic Connection and Linguistic Evidence for Implicit Discourse Relation RecognitionWei Xiang, Bang Wang, Lu Dai et al.15 citations · our summary
  92. Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks ↗Sishuo Chen, Wenkai Yang, Zhiyuan Zhang et al.15 citations
  93. Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training ↗Peixin Huang, Xiang Zhao, Minghao Hu et al.15 citations
  94. Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models ↗Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma et al.15 citations
  95. Gaussian Multi-head Attention for Simultaneous Machine Translation ↗Shaolei Zhang, Yang Feng15 citations
  96. HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold ↗Ruihan Zhang, Wei Wei, Xian-Ling Mao et al.15 citations
  97. Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise ↗Noëmi Aepli, Rico Sennrich15 citations
  98. IsoScore: Measuring the Uniformity of Embedding Space Utilization ↗William Rudman, Nate Gillman, Taylor Rayne et al.15 citations
  99. Morphological Processing of Low-Resource Languages: Where We Are and What's Next ↗Adam Wiemerslage, Miikka Silfverberg, Changbing Yang et al.15 citations
  100. Multi-Hop Open-Domain Question Answering over Structured and Unstructured Knowledge ↗Yue Feng, Zhen Han, Mingming Sun et al.15 citations

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