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Findings of the Association for Computational Linguistics 2023: all accepted papers

2,194 papers · page 4 of 22 · the most cited first · ← Findings of the Association for Computational Linguistics 2023

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  1. CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization ↗Prafulla Kumar Choubey, Alex Fabbri, Jesse Vig et al.16 citations
  2. Chain-of-Thought Embeddings for Stance Detection on Social MediaJoseph Gatto, Omar Sharif, Sarah M. Preum16 citations · our summary
  3. DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation RecognitionChunkit Chan, Xin Liu, Jiayang Cheng et al.16 citations · our summary
  4. Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular DataMubashara Akhtar, Abhilash Shankarampeta, Vivek Gupta et al.16 citations · our summary
  5. Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models ↗Somayeh Ghanbarzadeh, Yan Huang, Hamid Palangi et al.16 citations
  6. Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming ↗Hanlin Zhang, Jiani Huang, Ziyang Li et al.16 citations
  7. Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity Alignment ↗Qian Li, Cheng Ji, Shu Guo et al.16 citations
  8. Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers ↗Weng Tam, Xiao Liu, Kaixuan Ji et al.16 citations
  9. Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions ↗Shulin Cao, Jiajie Zhang, Jiaxin Shi et al.16 citations
  10. RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question ↗Alireza Mohammadshahi, Thomas Scialom, Majid Yazdani et al.16 citations
  11. Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement ↗Zhiheng Xi, Senjie Jin, Yuhao Zhou et al.16 citations
  12. Style-Aware Contrastive Learning for Multi-Style Image Captioning ↗Yucheng Zhou, Guodong Long16 citations
  13. The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering ↗Sabrina Chiesurin, Dimitris Dimakopoulos, Marco Antonio Sobrevilla Cabezudo et al.16 citations
  14. Towards Imperceptible Document Manipulations against Neural Ranking Models ↗Xuanang Chen, Ben He, Zheng Ye et al.16 citations
  15. Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations ↗Zhihong Zhu, Xuxin Cheng, Zhiqi Huang et al.16 citations
  16. Unified Language Representation for Question Answering over Text, Tables, and Images ↗Bowen Yu, Cheng Fu, Haiyang Yu et al.16 citations
  17. Using Punctuation as an Adversarial Attack on Deep Learning-Based NLP Systems: An Empirical Study ↗Brian Formento, Chuan Sheng Foo, Luu Anh Tuan et al.16 citations
  18. ViDeBERTa: A powerful pre-trained language model for Vietnamese ↗Cong Dao Tran, Nhut Huy Pham, Anh Tuan Nguyen et al.16 citations
  19. Zero-Shot On-the-Fly Event Schema Induction ↗Rotem Dror, Haoyu Wang, Dan Roth16 citations
  20. Zero-shot Visual Question Answering with Language Model Feedback ↗Yifan Du, Junyi Li, Tianyi Tang et al.16 citations
  21. 2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition ↗Jiasheng Zhang, Xikai Liu, Xinyi Lai et al.15 citations
  22. A Unified One-Step Solution for Aspect Sentiment Quad Prediction ↗Junxian Zhou, Haiqin Yang, Yuxuan He et al.15 citations
  23. DUB: Discrete Unit Back-translation for Speech Translation ↗Dong Zhang, Rong Ye, Tom Ko et al.15 citations
  24. Deeply Coupled Cross-Modal Prompt Learning ↗Xuejing Liu, Wei Tang, Jinghui Lu et al.15 citations
  25. Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks ↗Xuming Hu, Yong Jiang, Aiwei Liu et al.15 citations
  26. FORK: A Bite-Sized Test Set for Probing Culinary Cultural Biases in Commonsense Reasoning ModelsShramay Palta, Rachel Rudinger15 citations · our summary
  27. Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions ↗Ziyue Wang, Chi Chen, Peng Li et al.15 citations
  28. Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation RecognitionYuxin Jiang, Linhan Zhang, Wei Wang15 citations · our summary
  29. How Well Do Large Language Models Perform on Faux Pas Tests? ↗Natalie Shapira, Guy Zwirn, Yoav Goldberg15 citations
  30. Hybrid Hierarchical Retrieval for Open-Domain Question Answering ↗Manoj Ghuhan Arivazhagan, Lan Liu, Peng Qi et al.15 citations
  31. Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification ↗Simon Chi Lok U, Jie He, Víctor Gutiérrez-Basulto et al.15 citations
  32. MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization ↗Yuyan Chen, Zhihao Wen, Ge Fan et al.15 citations
  33. Modelling Language Acquisition through Syntactico-Semantic Pattern Finding ↗Jonas Doumen, Katrien Beuls, Paul Van Eecke15 citations
  34. Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ↗Sameer Jain, Vaishakh Keshava, Swarnashree Mysore Sathyendra et al.15 citations
  35. Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models ↗Neal Lawton, Anoop Kumar, Govind Thattai et al.15 citations
  36. Non-Repeatable Experiments and Non-Reproducible Results: The Reproducibility Crisis in Human Evaluation in NLP ↗Anya Belz, Craig Thomson, Ehud Reiter et al.15 citations
  37. On the Calibration of Large Language Models and Alignment ↗Chiwei Zhu, Benfeng Xu, Quan Wang et al.15 citations
  38. Prompt-Based Editing for Text Style Transfer ↗Guoqing Luo, Yu Han, Lili Mou et al.15 citations
  39. Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion ↗Kunze Wang, Caren Han, Josiah Poon15 citations
  40. RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction ↗Chengyuan Liu, Fubang Zhao, Yangyang Kang et al.15 citations
  41. Speaking Multiple Languages Affects the Moral Bias of Language Models ↗Katharina Hämmerl, Bjoern Deiseroth, Patrick Schramowski et al.15 citations
  42. Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks ↗Xinsong Zhang, Yan Zeng, Jipeng Zhang et al.15 citations
  43. VERVE: Template-based ReflectiVE Rewriting for MotiVational IntErviewing ↗Do June Min, Veronica Perez-Rosas, Ken Resnicow et al.15 citations
  44. XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages ↗Sebastian Ruder, Jonathan H. Clark, Alexander Gutkin et al.15 citations
  45. Automatic Table Union Search with Tabular Representation Learning ↗Xuming Hu, Shen Wang, Xiao Qin et al.14 citations
  46. Client-Customized Adaptation for Parameter-Efficient Federated Learning ↗Yeachan Kim, Junho Kim, Wing-Lam Mok et al.14 citations
  47. ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages ↗Yekun Chai, Shuohuan Wang, Chao Pang et al.14 citations
  48. Improving Embedding-based Unsupervised Keyphrase Extraction by Incorporating Structural Information ↗Mingyang Song, Huafeng Liu, Yi Feng et al.14 citations
  49. Is ChatGPT a Financial Expert? Evaluating Language Models on Financial Natural Language Processing ↗Yue Guo, Zian Xu, Yi Yang14 citations
  50. Machine Translation between Spoken Languages and Signed Languages Represented in SignWriting ↗Zifan Jiang, Amit Moryossef, Mathias Müller et al.14 citations
  51. Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog ↗Haipeng Sun, Junwei Bao, Youzheng Wu et al.14 citations
  52. Multi-lingual and Multi-cultural Figurative Language Understanding ↗Anubha Kabra, Emmy Liu, Simran Khanuja et al.14 citations
  53. Neuro-Symbolic Sentiment Analysis with Dynamic Word Sense Disambiguation ↗Xulang Zhang, Rui Mao, Kai He et al.14 citations
  54. On the Difference of BERT-style and CLIP-style Text Encoders ↗Zhihong Chen, Guiming Hardy Chen, Shizhe Diao et al.14 citations
  55. Playing the Part of the Sharp Bully: Generating Adversarial Examples for Implicit Hate Speech Detection ↗Nicolás Benjamín Ocampo, Elena Cabrio, Serena Villata14 citations
  56. Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers ↗James A. Michaelov, Benjamin K. Bergen14 citations
  57. ReFSQL: A Retrieval-Augmentation Framework for Text-to-SQL Generation ↗Kun Zhang, Xiexiong Lin, Yuanzhuo Wang et al.14 citations
  58. Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking ↗Mubashara Akhtar, Oana Cocarascu, Elena Simperl14 citations
  59. Reproducibility in NLP: What Have We Learned from the Checklist? ↗Ian Magnusson, Noah A. Smith, Jesse Dodge14 citations
  60. Search-Oriented Conversational Query Editing ↗Kelong Mao, Zhicheng Dou, Bang Liu et al.14 citations
  61. SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF ↗Yi Dong, Zhilin Wang, Makesh Sreedhar et al.14 citations
  62. Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking ↗Mohamed Elaraby, Yang Zhong, Diane Litman14 citations
  63. Towards Robust Ranker for Text Retrieval ↗Yucheng Zhou, Tao Shen, Xiubo Geng et al.14 citations
  64. Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduction Games ↗Bolin Lai, Hongxin Zhang, Miao Liu et al.14 citations
  65. What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study ↗Aman Madaan, Katherine Hermann, Amir Yazdanbakhsh14 citations
  66. A Causal View of Entity Bias in (Large) Language Models ↗Fei Wang, Wenjie Mo, Yiwei Wang et al.13 citations
  67. Adversarial Text Generation by Search and Learning ↗Guoyi Li, Bingkang Shi, Zongzhen Liu et al.13 citations
  68. An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations ↗Geng Tu, Bin Liang, Bing Qin et al.13 citations
  69. Automatic Model Selection with Large Language Models for Reasoning ↗James Zhao, Yuxi Xie, Kenji Kawaguchi et al.13 citations
  70. COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements ↗Xuhui Zhou, Hao Zhu, Akhila Yerukola et al.13 citations
  71. Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking ↗Brendan King, Jeffrey Flanigan13 citations
  72. Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction ↗Leilei Gan, Baokui Li, Kun Kuang et al.13 citations
  73. Exploiting Emotion-Semantic Correlations for Empathetic Response Generation ↗Zhou Yang, Zhaochun Ren, Wang Yufeng et al.13 citations
  74. FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery ↗Changlong Yu, Weiqi Wang, Xin Liu et al.13 citations
  75. From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment ↗Yu Zhao, Yike Wu, Xiangrui Cai et al.13 citations
  76. Impact of Co-occurrence on Factual Knowledge of Large Language Models ↗Cheongwoong Kang, Jaesik Choi13 citations
  77. LMentry: A Language Model Benchmark of Elementary Language Tasks ↗Avia Efrat, Or Honovich, Omer Levy13 citations
  78. Linguistically Motivated Sign Language Segmentation ↗Amit Moryossef, Zifan Jiang, Mathias Müller et al.13 citations
  79. MCC-KD: Multi-CoT Consistent Knowledge Distillation ↗Hongzhan Chen, Siyue Wu, Xiaojun Quan et al.13 citations
  80. MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling ↗Xuxin Cheng, Zhihong Zhu, Bowen Cao et al.13 citations
  81. MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models ↗Yifan Wei, Yisong Su, Huanhuan Ma et al.13 citations
  82. NEWTON: Are Large Language Models Capable of Physical Reasoning? ↗Yi Wang, Jiafei Duan, Dieter Fox et al.13 citations
  83. On Text-based Personality Computing: Challenges and Future Directions ↗Qixiang Fang, Anastasia Giachanou, Ayoub Bagheri et al.13 citations
  84. On the Strength of Sequence Labeling and Generative Models for Aspect Sentiment Triplet Extraction ↗Shen Zhou, Tieyun Qian13 citations
  85. Open-WikiTable : Dataset for Open Domain Question Answering with Complex Reasoning over Table ↗Sunjun Kweon, Yeonsu Kwon, Seonhee Cho et al.13 citations
  86. Privacy Adhering Machine Un-learning in NLP ↗Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah, Dan Roth · IJCNLP-AACL 2023 (Findings13 citations
  87. Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models ↗Qianlong Wang, Keyang Ding, Bin Liang et al.13 citations
  88. Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction ↗Xinyi Wang, Zitao Wang, Wei Hu13 citations
  89. Structured Pruning for Efficient Generative Pre-trained Language Models ↗Chaofan Tao, Lu Hou, Haoli Bai et al.13 citations
  90. Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification ↗Renliang Sun, Wei Xu, Xiaojun Wan13 citations
  91. Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models ↗Ziqiao Ma, Jacob Sansom, Run Peng et al.13 citations
  92. Trained on 100 million words and still in shape: BERT meets British National Corpus ↗David Samuel, Andrey Kutuzov, Lilja Øvrelid et al.13 citations
  93. Understanding Differential Search Index for Text Retrieval ↗Xiaoyang Chen, Yanjiang Liu, Ben He et al.13 citations
  94. Using In-Context Learning to Improve Dialogue Safety ↗Nicholas Meade, Spandana Gella, Devamanyu Hazarika et al.13 citations
  95. impact of sample selection on in-context learning for entity extraction from scientific writing ↗Necva Bölücü, Maciej Rybinski, Stephen Wan13 citations
  96. Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs ↗Jiefeng Chen, Jinsung Yoon, Sayna Ebrahimi et al.12 citations
  97. Are Language Models Worse than Humans at Following Prompts? It's Complicated ↗Albert Webson, Alyssa Loo, Qinan Yu et al.12 citations
  98. Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation ↗Yaoming Zhu, Zewei Sun, Shanbo Cheng et al.12 citations
  99. CLIPText: A New Paradigm for Zero-shot Text Classification ↗Libo Qin, Weiyun Wang, Qiguang Chen et al.12 citations
  100. Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction ↗Martin Fajcik, Petr Motlicek, Pavel Smrz12 citations

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