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

1,132 papers · page 11 of 12 · the most cited first · ← Findings of the Association for Computational Linguistics 2022

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  1. Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model ↗Nico Daheim, David Thulke, Christian Dugast et al.1 citation
  2. DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation ↗Cheonbok Park, Hantae Kim, Ioan Calapodescu et al.1 citation
  3. Debiasing Event Understanding for Visual Commonsense Tasks ↗Minji Seo, YeonJoon Jung, Seungtaek Choi et al.1 citation
  4. Design Challenges for a Multi-Perspective Search Engine ↗Sihao Chen, Siyi Liu, Xander Uyttendaele et al.1 citation
  5. Discord Questions: A Computational Approach To Diversity Analysis in News Coverage ↗Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka et al.1 citation
  6. Domain Representative Keywords Selection: A Probabilistic Approach ↗Pritom Saha Akash, Jie Huang, Kevin Chang et al.1 citation
  7. Dynamic Augmentation Data Selection for Few-shot Text Classification ↗Guangliang Liu, Lifeng Jin, Owen Yuan et al.1 citation
  8. EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification ↗Georgios Spithourakis, Ivan Vulić, Michał Lis et al.1 citation
  9. Effective Unsupervised Constrained Text Generation based on Perturbed Masking ↗Yingwen Fu, Wenjie Ou, Zhou Yu et al.1 citation
  10. Efficient Entity Embedding Construction from Type Knowledge for BERT ↗Yukun Feng, Amir Fayazi, Abhinav Rastogi et al.1 citation
  11. Extracting Trigger-sharing Events via an Event Matrix ↗Jun Xu, Weidi Xu, Mengshu Sun et al.1 citation
  12. FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems ↗Divya V Sharma, Arun Balaji Buduru1 citation
  13. Few-shot initializing of Active Learner via Meta-Learning ↗Zi Long Zhu, Vikrant Yadav, Zubair Afzal et al.1 citation
  14. Foiling Training-Time Attacks on Neural Machine Translation Systems ↗Jun Wang, Xuanli He, Benjamin Rubinstein et al.1 citation
  15. FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models ↗Yinpeng Guo, Liangyou Li, Xin Jiang et al.1 citation
  16. Guiding Abstractive Dialogue Summarization with Content Planning ↗Ye Wang, Xiaojun Wan, Zhiping Cai1 citation
  17. Guiding Neural Machine Translation with Semantic Kernels ↗Ping Guo, Yue Hu, Xiangpeng Wei et al.1 citation
  18. Hierarchical Processing of Visual and Language Information in the Brain ↗Haruka Kawasaki, Satoshi Nishida, Ichiro Kobayashi1 citation
  19. Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision ↗Yang Li, Guodong Long, Tao Shen et al.1 citation
  20. Human-in-the-Loop Hate Speech Classification in a Multilingual Context ↗Ana Kotarcic, Dominik Hangartner, Fabrizio Gilardi et al.1 citation
  21. Identifying Human Strategies for Generating Word-Level Adversarial Examples ↗Maximilian Mozes, Bennett Kleinberg, Lewis Griffin1 citation
  22. Improving Few-Shot Domain Transfer for Named Entity Disambiguation with Pattern Exploitation ↗Philip Blair, Kfir Bar1 citation
  23. Instance-Guided Prompt Learning for Few-Shot Text Matching ↗Jia Du, Xuanyu Zhang, Siyi Wang et al.1 citation
  24. Language Models Understand Us, Poorly ↗Jared Moore1 citation
  25. Learning Discriminative Representations for Open Relation Extraction with Instance Ranking and Label Calibration ↗Shusen Wang, Bin Duan, Yanan Wu et al.1 citation
  26. Learning to Detect Noisy Labels Using Model-Based Features ↗Zhihao Wang, Zongyu Lin, Junjie Wen et al.1 citation
  27. Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference ↗Mobashir Sadat, Cornelia Caragea1 citation
  28. Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering ↗Yazheng Li, Pengyun Wang, Yasheng Wang et al.1 citation
  29. Lexical Entailment with Hierarchy Representations by Deep Metric Learning ↗Naomi Sato, Masaru Isonuma, Kimitaka Asatani et al.1 citation
  30. Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval ↗Houxing Ren, Linjun Shou, Jian Pei et al.1 citation
  31. Low-resource Entity Set Expansion: A Comprehensive Study on User-generated Text ↗Yutong Shao, Nikita Bhutani, Sajjadur Rahman et al.1 citation
  32. Masked Language Models Know Which are Popular: A Simple Ranking Strategy for Commonsense Question Answering ↗Xuan Luo, Chuang Fan, Yice Zhang et al.1 citation
  33. MatRank: Text Re-ranking by Latent Preference Matrix ↗Jinwen Luo, Jiuding Yang, Weidong Guo et al.1 citation
  34. Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings ↗Gaurav Pandey, Danish Contractor, Sachindra Joshi1 citation
  35. Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder ↗Bin Sun, Shaoxiong Feng, Yiwei Li et al.1 citation
  36. MovieUN: A Dataset for Movie Understanding and Narrating ↗Qi Zhang, Zihao Yue, Anwen Hu et al.1 citation
  37. Multi-Domain Dialogue State Tracking By Neural-Retrieval Augmentation ↗Lohith Ravuru, Seonghan Ryu, Hyungtak Choi et al.1 citation
  38. Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching ↗Kunbo Ding, Weijie Liu, Yuejian Fang et al.1 citation
  39. Multilingual CheckList: Generation and Evaluation ↗Karthikeyan K, Shaily Bhatt, Pankaj Singh et al.1 citation
  40. Multimodal Conversation Modelling for Topic Derailment Detection ↗Zhenhao Li, Marek Rei, Lucia Specia1 citation
  41. Partially-Random Initialization: A Smoking Gun for Binarization Hypothesis of BERT ↗Arash Ardakani1 citation
  42. Phoneme transcription of endangered languages: an evaluation of recent ASR architectures in the single speaker scenario ↗Gilles Boulianne1 citation
  43. Predicting Long-Term Citations from Short-Term Linguistic Influence ↗Sandeep Soni, David Bamman, Jacob Eisenstein1 citation
  44. Probing Multilingual Cognate Prediction Models ↗Clémentine Fourrier, Benoît Sagot1 citation
  45. Pruning Adatperfusion with Lottery Ticket Hypothesis ↗Jiarun Wu, Qingliang Chen, Zeguan Xiao et al.1 citation
  46. Recursive Neural Networks with Bottlenecks Diagnose (Non-)Compositionality ↗Verna Dankers, Ivan Titov1 citation
  47. Restoring Hebrew Diacritics Without a DictionaryElazar Gershuni, Yuval Pinter1 citation · our summary
  48. Revisiting the Roles of “Text” in Text Games ↗Yi Gu, Shunyu Yao, Chuang Gan et al.1 citation
  49. Robustness Evaluation of Text Classification Models Using Mathematical Optimization and Its Application to Adversarial Training ↗Hikaru Tomonari, Masaaki Nishino, Akihiro Yamamoto1 citation
  50. SEHY: A Simple yet Effective Hybrid Model for Summarization of Long Scientific Documents ↗Zhihua Jiang, Junzhan Yang, Dongning Rao1 citation
  51. Seeded Hierarchical Clustering for Expert-Crafted Taxonomies ↗Anish Saha, Amith Ananthram, Emily Allaway et al.1 citation
  52. Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation ↗Wanyu Du, Hanjie Chen, Yangfeng Ji1 citation
  53. Semantic Dependency Parsing with Edge GNNs ↗Songlin Yang, Kewei Tu1 citation
  54. Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning ↗Siyu Ren, Kenny Zhu1 citation
  55. Speeding Up Entmax ↗Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé et al.1 citation
  56. SyMCoM - Syntactic Measure of Code Mixing A Study Of English-Hindi Code-Mixing ↗Prashant Kodali, Anmol Goel, Monojit Choudhury et al.1 citation
  57. Synchronous Refinement for Neural Machine Translation ↗Kehai Chen, Masao Utiyama, Eiichiro Sumita et al.1 citation
  58. Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems ↗Bowen Chen, Yusuke Miyao1 citation
  59. Syntax-guided Localized Self-attention by Constituency Syntactic Distance ↗Shengyuan Hou, Jushi Kai, Haotian Xue et al.1 citation
  60. The challenges of temporal alignment on Twitter during crises ↗Aniket Pramanick, Tilman Beck, Kevin Stowe et al.1 citation
  61. Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels ↗Shuo Lei, Xuchao Zhang, Jianfeng He et al.1 citation
  62. Understanding the Use of Quantifiers in Mandarin ↗Guanyi Chen, Kees van Deemter1 citation
  63. Unsupervised Preference-Aware Language Identification ↗Xingzhang Ren, Baosong Yang, Dayiheng Liu et al.1 citation
  64. Weakly Supervised Headline Dependency Parsing ↗Adrian Benton, Tianze Shi, Ozan İrsoy et al.1 citation
  65. What kinds of errors do reference resolution models make and what can we learn from them? ↗Jorge Sánchez, Mauricio Mazuecos, Hernán Maina et al.1 citation
  66. “I Know Who You Are”: Character-Based Features for Conversational Humor Recognition in Chinese ↗Wenbo Shang, Jiangjiang Zhao, Zezhong Wang et al.1 citation
  67. A Hybrid Architecture for Labelling Bilingual Māori-English Tweets ↗David Trye, Vithya Yogarajan, Jemma König et al.
  68. A Multilingual Multiway Evaluation Data Set for Structured Document Translation of Asian Languages ↗Bianka Buschbeck, Raj Dabre, Miriam Exel et al.
  69. A POMDP Dialogue Policy with 3-way Grounding and Adaptive Sensing for Learning through Communication ↗Maryam Zare, Alan Wagner, Rebecca Passonneau
  70. A Timestep aware Sentence Embedding and Acme Coverage for Brief but Informative Title Generation ↗Quanbin Wang, XieXiong Lin, Feng Wang
  71. All Information is Valuable: Question Matching over Full Information Transmission Network ↗Le Qi, Yu Zhang, Qingyu Yin et al.
  72. ArgGen: Prompting Text Generation Models for Document-Level Event-Argument Aggregation ↗Debanjana Kar, Sudeshna Sarkar, Pawan Goyal
  73. Assessing Non-autoregressive Alignment in Neural Machine Translation via Word Reordering ↗Chun-Hin Tse, Ester Leung, William K. Cheung
  74. Automating Interlingual Homograph Recognition with Parallel Sentences ↗Yi Han, Ryohei Sasano, Koichi Takeda
  75. BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript ↗Viet Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt et al.
  76. Cheater's Bowl: Human vs. Computer Search Strategies for Open-Domain QA ↗Wanrong He, Andrew Mao, Jordan Boyd-Graber
  77. Composition, Attention, or Both? ↗Ryo Yoshida, Yohei Oseki
  78. Describing Sets of Images with Textual-PCA ↗Oded Hupert, Idan Schwartz, Lior Wolf
  79. DiffG-RL: Leveraging Difference between Environment State and Common Sense ↗Tsunehiko Tanaka, Daiki Kimura, Michiaki Tatsubori
  80. Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning ↗Jing Yi, Weize Chen, Yujia Qin et al.
  81. Differential Bias: On the Perceptibility of Stance Imbalance in Argumentation ↗Alonso Palomino, Khalid Al Khatib, Martin Potthast et al.
  82. Dim Wihl Gat Tun: The Case for Linguistic Expertise in NLP for Under-Documented Languages ↗Clarissa Forbes, Farhan Samir, Bruce Oliver et al.
  83. Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts ↗Wenhao Yu, Chenguang Zhu, Lianhui Qin et al.
  84. E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ↗Jiangjie Chen, Rui Xu, Ziquan Fu et al.
  85. Explore Unsupervised Structures in Pretrained Models for Relation Extraction ↗Xi Yang, Tao Ji, Yuanbin Wu
  86. Exploring Logographic Image for Chinese Aspect-based Sentiment Classification ↗Xiabing Zhou, Renjie Feng, Xiaotong Jiang et al.
  87. Exploring the Value of Multi-View Learning for Session-Aware Query Representation ↗Diego Ortiz, Jose Moreno, Gilles Hubert et al.
  88. Goal-oriented Vision-and-Dialog Navigation via Reinforcement Learning ↗Yan Cao, Keting Lu, David DeFazio et al.
  89. Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation ↗Faeze Brahman, Baolin Peng, Michel Galley et al.
  90. HeLo: Learning-Free Lookahead Decoding for Conversation Infilling ↗Ivan Lee, Taylor Berg-Kirkpatrick
  91. Hierarchical Recurrent Aggregative Generation for Few-Shot NLG ↗Giulio Zhou, Gerasimos Lampouras, Ignacio Iacobacci
  92. Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation ↗Michalis Korakakis, Andreas Vlachos
  93. Improving the Extraction of Supertags for Constituency Parsing with Linear Context-Free Rewriting Systems ↗Thomas Ruprecht
  94. Inducing Generalizable and Interpretable Lexica ↗Yilin Geng, Zetian Wu, Roshan Santhosh et al.
  95. Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers ↗Jieyu Zhao, Xuezhi Wang, Yao Qin et al.
  96. Language Model Detoxification in Dialogue with Contextualized Stance Control ↗Jing Qian, Xifeng Yan
  97. LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval ↗William Bruno, Dan Roth
  98. Learning Invariant Representation Improves Robustness for MRC Models ↗Yu Hai, Liang Wen, Haoran Meng et al.
  99. Logographic Information Aids Learning Better Representations for Natural Language Inference ↗Zijian Jin, Duygu Ataman
  100. MR-P: A Parallel Decoding Algorithm for Iterative Refinement Non-Autoregressive Translation ↗Hao Cheng, Zhihua Zhang

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