📰 Findings of the Association for Computational Linguistics 2023: all papers in our library

95 works · the most cited first · ← Findings of the Association for Computational Linguistics 2023

1. Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve ThemFindings of the Association for Computational LinguisticsMirac Suzgun, Nathan Scales, Nathanael Schärli, et al.2023 · 1,096 citations
2. Towards Reasoning in Large Language Models: A SurveyFindings of the Association for Computational LinguisticsJie Huang, Kevin Chen-Chuan Chang2023 · 778 citations
3. Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model SizesFindings of the Association for Computational LinguisticsCheng-Yu Hsieh, Chun-Liang Li, Chih-kuan Yeh, et al.2023 · 685 citations
4. Sentiment Analysis in the Era of Large Language Models: A Reality CheckFindings of the Association for Computational LinguisticsWenxuan Zhang, Yue Deng, Bing Liu, et al.2023 · 505 citations
5. The Internal State of an LLM Knows When It's LyingFindings of the Association for Computational LinguisticsAmos Azaria, Tom Mitchell2023 · 427 citations
6. ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual LearningFindings of the Association for Computational LinguisticsViet Dac Lai, Nghia Ngo, Amir Pouran Ben Veyseh, et al.2023 · 421 citations
7. Towards Mitigating LLM Hallucination via Self ReflectionFindings of the Association for Computational LinguisticsZiwei Ji, Tiezheng Yu, Yan Xu, et al.2023 · 352 citations
8. Toxicity in chatgpt: Analyzing persona-assigned language modelsFindings of the Association for Computational LinguisticsAmeet Deshpande, Vishvak Murahari, Tanmay Rajpurohit, et al.2023 · 346 citations
9. SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational AbilitiesFindings of the Association for Computational LinguisticsDong Zhang, Shimin Li, Xin Zhang, et al.2023 · 346 citations
10. Large Language Models are Better Reasoners with Self-VerificationFindings of the Association for Computational LinguisticsYixuan Weng, Minjun Zhu, Fei Xia, et al.2023 · 302 citations
11. Multi-step Jailbreaking Privacy Attacks on ChatGPTFindings of the Association for Computational LinguisticsHaoran Li, Dadi Guo, Wei Fan, et al.2023 · 300 citations
12. Evaluating Verifiability in Generative Search EnginesFindings of the Association for Computational LinguisticsNelson Liu, Tianyi Zhang, Percy Liang2023 · 294 citations
13. Text Classification via Large Language ModelsFindings of the Association for Computational LinguisticsXiaofei Sun, Xiaoya Li, Jiwei Li, et al.2023 · 292 citations
14. HuatuoGPT, Towards Taming Language Model to Be a DoctorFindings of the Association for Computational LinguisticsHongbo Zhang, Junying Chen, Feng Jiang, et al.2023 · 282 citations
15. Large Language Models Sensitivity to The Order of Options in Multiple-Choice QuestionsFindings of the Association for Computational LinguisticsPouya Pezeshkpour, Estevam Hruschka2023 · 256 citations
16. Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-OptimizersFindings of the Association for Computational LinguisticsDamai Dai, Yutao Sun, Li Dong, et al.2023 · 253 citations
17. NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each BenchmarkFindings of the Association for Computational LinguisticsOscar Sainz, Jon Campos, Iker García-Ferrero, et al.2023 · 245 citations
18. In-context Examples Selection for Machine TranslationFindings of the Association for Computational LinguisticsSweta Agrawal, Chunting Zhou, Mike Lewis, et al.2023 · 242 citations
19. Distilling Reasoning Capabilities into Smaller Language ModelsFindings of the Association for Computational LinguisticsKumar Shridhar, Alessandro Stolfo, Mrinmaya Sachan2023 · 217 citations
20. Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!Findings of the Association for Computational LinguisticsYubo Ma, Yixin Cao, Yong Hong, et al.2023 · 211 citations
21. Sources of Hallucination by Large Language Models on Inference TasksFindings of the Association for Computational LinguisticsNick McKenna, Tianyi Li, Liang Cheng, et al.2023 · 209 citations
22. “Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference LettersFindings of the Association for Computational LinguisticsYixin Wan, George Pu, Jiao Sun, et al.2023 · 206 citations
23. A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark DatasetsFindings of the Association for Computational LinguisticsMd Tahmid Rahman Laskar, M Saiful Bari, Mizanur Rahman, et al.2023 · 200 citations
24. Towards Making the Most of ChatGPT for Machine TranslationFindings of the Association for Computational LinguisticsKeqin Peng, Liang Ding, Qihuang Zhong, et al.2023 · 190 citations
25. Large Language Models are few(1)-shot Table ReasonersFindings of the Association for Computational LinguisticsWenhu Chen2023 · 182 citations
26. On the Risk of Misinformation Pollution with Large Language ModelsFindings of the Association for Computational LinguisticsYikang Pan, Liangming Pan, Wenhu Chen, et al.2023 · 177 citations
27. DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated TextFindings of the Association for Computational LinguisticsJinyan Su, Terry Zhuo, Di Wang, et al.2023 · 172 citations
28. Membership Inference Attacks against Language Models via Neighbourhood ComparisonFindings of the Association for Computational LinguisticsJustus Mattern, Fatemehsadat Mireshghallah, Zhijing Jin, et al.2023 · 162 citations
29. Large Language Models with Controllable Working MemoryFindings of the Association for Computational LinguisticsDaliang Li, Ankit Singh Rawat, Manzil Zaheer, et al.2023 · 155 citations
30. Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and EvaluationFindings of the Association for Computational LinguisticsMarius Mosbach, Tiago Pimentel, Shauli Ravfogel, et al.2023 · 147 citations
31. Context-faithful Prompting for Large Language ModelsFindings of the Association for Computational LinguisticsWenxuan Zhou, Sheng Zhang, Hoifung Poon, et al.2023 · 145 citations
32. In-Context Learning Creates Task VectorsFindings of the Association for Computational LinguisticsRoee Hendel, Mor Geva, Amir Globerson2023 · 142 citations
33. Self-Knowledge Guided Retrieval Augmentation for Large Language ModelsFindings of the Association for Computational LinguisticsYile Wang, Peng Li, Maosong Sun, et al.2023 · 135 citations
34. Task-aware Retrieval with InstructionsFindings of the Association for Computational LinguisticsAkari Asai, Timo Schick, Patrick Lewis, et al.2023 · 131 citations
35. MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning ProblemsFindings of the Association for Computational LinguisticsJakub Macina, Nico Daheim, Sankalan Chowdhury, et al.2023 · 130 citations
36. ZeroSCROLLS: A Zero-Shot Benchmark for Long Text UnderstandingFindings of the Association for Computational LinguisticsUri Shaham, Maor Ivgi, Avia Efrat, et al.2023 · 129 citations
37. Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaborationFindings of the Association for Computational LinguisticsYang Deng, Lizi Liao, Liang Chen, et al.2023 · 128 citations
38. Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled DataFindings of the Association for Computational LinguisticsKashun Shum, Shizhe Diao, Tong Zhang2023 · 128 citations
39. UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language ModelFindings of the Association for Computational LinguisticsJiabo Ye, Anwen Hu, Haiyang Xu, et al.2023 · 128 citations
40. ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI ConversationFindings of the Association for Computational LinguisticsZi Lin, Zihan Wang, Yongqi Tong, et al.2023 · 127 citations
41. LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal DomainFindings of the Association for Computational LinguisticsJoel Niklaus, Veton Matoshi, Pooja Rani, et al.2023 · 123 citations
42. DePlot: One-shot visual language reasoning by plot-to-table translationFindings of the Association for Computational LinguisticsFangyu Liu, Julian Eisenschlos, Francesco Piccinno, et al.2023 · 121 citations
43. Large Language Models are Not Yet Human-Level Evaluators for Abstractive SummarizationFindings of the Association for Computational LinguisticsChenhui Shen, Liying Cheng, Xuan-Phi Nguyen, et al.2023 · 119 citations
44. Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation ExtractorsFindings of the Association for Computational LinguisticsKai Zhang, Bernal Jimenez Gutierrez, Yu Su2023 · 118 citations
45. GlotLID: Language Identification for Low-Resource LanguagesFindings of the Association for Computational LinguisticsAmir Hossein Kargaran, Ayyoob Imani, François Yvon, et al.2023 · 115 citations
46. How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense RetrievalFindings of the Association for Computational LinguisticsSheng-Chieh Lin, Akari Asai, Minghan Li, et al.2023 · 115 citations
47. Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical StudyFindings of the Association for Computational LinguisticsYi Chen, Rui Wang, Haiyun Jiang, et al.2023 · 113 citations
48. Leveraging GPT-4 for Automatic Translation Post-EditingFindings of the Association for Computational LinguisticsVikas Raunak, Amr Sharaf, Yiren Wang, et al.2023 · 107 citations
49. Complementary Explanations for Effective In-Context LearningFindings of the Association for Computational LinguisticsXi Ye, Srinivasan Iyer, Asli Celikyilmaz, et al.2023 · 105 citations
50. Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq GenerationFindings of the Association for Computational LinguisticsHeming Xia, Tao Ge, Peiyi Wang, et al.2023 · 102 citations
51. What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task LearningFindings of the Association for Computational LinguisticsJane Pan, Tianyu Gao, Howard Chen, et al.2023 · 100 citations
52. Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via DebateFindings of the Association for Computational LinguisticsKai Xiong, Xiao Ding, Yixin Cao, et al.2023 · 94 citations
53. PLACES: Prompting Language Models for Social Conversation SynthesisFindings of the Association for Computational LinguisticsMaximillian Chen, Alexandros Papangelis, Chenyang Tao, et al.2023 · 90 citations
54. Aligning Language Models to User OpinionsFindings of the Association for Computational LinguisticsEunJeong Hwang, Bodhisattwa Majumder, Niket Tandon2023 · 90 citations
55. ORCA: A Challenging Benchmark for Arabic Language UnderstandingFindings of the Association for Computational LinguisticsAbdelRahim Elmadany, ElMoatez Billah Nagoudi, Muhammad Abdul-Mageed2023 · 83 citations
56. Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with CharactersFindings of the Association for Computational LinguisticsNuo Chen, Yan Wang, Haiyun Jiang, et al.2023 · 80 citations
57. Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?Findings of the Association for Computational LinguisticsYi Tay, Mostafa Dehghani, Samira Abnar, et al.2023 · 79 citations
58. Finding Support Examples for In-Context LearningFindings of the Association for Computational LinguisticsXiaonan Li, Xipeng Qiu2023 · 78 citations
59. Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft PromptingFindings of the Association for Computational LinguisticsChen Chen, Yufei Wang, Aixin Sun, et al.2023 · 75 citations
60. CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language ModelsFindings of the Association for Computational LinguisticsCheng Qian, Chi Han, Yi Fung, et al.2023 · 72 citations
61. FORK: A Bite-Sized Test Set for Probing Culinary Cultural Biases in Commonsense Reasoning ModelsFindings of the Association for Computational LinguisticsShramay Palta, Rachel Rudinger2023 · 67 citations
62. MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection SystemFindings of the Association for Computational LinguisticsLibo Qin, Shijue Huang, Qiguang Chen, et al.2023 · 65 citations
63. Culturally Aware Natural Language InferenceFindings of the Association for Computational LinguisticsJing Huang, Diyi Yang2023 · 61 citations
64. DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation RecognitionFindings of the Association for Computational LinguisticsChunkit Chan, Xin Liu, Jiayang Cheng, et al.2023 · 45 citations
65. Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular DataFindings of the Association for Computational LinguisticsMubashara Akhtar, Abhilash Shankarampeta, Vivek Gupta, et al.2023 · 38 citations
66. Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling ApproachesFindings of the Association for Computational LinguisticsDaniel Fried, Nicholas Tomlin, Jennifer Hu, et al.2023 · 36 citations
67. DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion ModelsFindings of the Association for Computational LinguisticsShansan Gong, Mukai Li, Jiangtao Feng, et al.2023 · 32 citations
68. Chain-of-Thought Embeddings for Stance Detection on Social MediaFindings of the Association for Computational LinguisticsJoseph Gatto, Omar Sharif, Sarah M. Preum2023 · 28 citations
69. Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation RecognitionFindings of the Association for Computational LinguisticsYuxin Jiang, Linhan Zhang, Wei Wang2023 · 28 citations
70. Modeling Cross-Cultural Pragmatic Inference with Codenames DuetFindings of the Association for Computational LinguisticsOmar Shaikh, Caleb Ziems, William Held, et al.2023 · 23 citations
71. Bridging Argument Quality and Deliberative Quality Annotations with AdaptersFindings of the Association for Computational LinguisticsNeele Falk, Gabriella Lapesa2023 · 21 citations
72. Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under DiscussionWei-Jen Ko, Yating Wu, Cutter Dalton, et al.2023 · 21 citations
73. Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment AnalysisFindings of the Association for Computational LinguisticsDaniela Teodorescu, Saif Mohammad2023 · 20 citations
74. The Iron(ic) Melting Pot: Reviewing Human Evaluation in Humour, Irony and Sarcasm GenerationFindings of the Association for Computational LinguisticsTyler Loakman, Aaron Maladry, Chenghua Lin2023 · 18 citations
75. Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference !Findings of the Association for Computational LinguisticsZecheng Tang, Pinzheng Wang, Keyan Zhou, et al.2023 · 18 citations
76. 2*n is better than n²: Decomposing Event Coreference Resolution into Two Tractable ProblemsFindings of the Association for Computational LinguisticsShafiuddin Rehan Ahmed, Abhijnan Nath, James H. Martin, et al.2023 · 17 citations
77. HeQ: a Large and Diverse Hebrew Reading Comprehension BenchmarkAmir DN Cohen, Hilla Merhav, Yoav Goldberg, et al.2023 · 13 citations
78. Distilling Calibrated Knowledge for Stance DetectionFindings of the Association for Computational LinguisticsYingjie Li, Cornelia Caragea2023 · 13 citations
79. AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous CoreferenceYuewei Yuan, Chaitanya Malaviya, Mark Yatskar2023 · 13 citations
80. MWE as WSD: Solving Multiword Expression Identification with Word Sense DisambiguationFindings of the Association for Computational LinguisticsJoshua Tanner, Jacob Hoffman2023 · 12 citations
81. Character Coreference Resolution in Movie ScreenplaysFindings of the Association for Computational LinguisticsSabyasachee Baruah, Shrikanth Narayanan2023 · 11 citations
82. Finding Common Ground: Annotating and Predicting Common Ground in Spoken ConversationsFindings of the Association for Computational LinguisticsMagdalena Markowska, Mohammad Taghizadeh, Adil Soubki, et al.2023 · 11 citations
83. AMR-TST: Abstract Meaning Representation-based Text Style TransferKaize Shi, Xueyao Sun, Li He, et al.2023 · 11 citations
84. Task-Aware Self-Supervised Framework for Dialogue Discourse ParsingFindings of the Association for Computational LinguisticsWei Li, Luyao Zhu, Wei Shao, et al.2023 · 10 citations
85. TEPrompt: Task Enlightenment Prompt Learning for Implicit Discourse Relation RecognitionFindings of the Association for Computational LinguisticsWei Xiang, Chao Liang, Bang Wang2023 · 10 citations
86. Multilingual Sequence-to-Sequence Models for Hebrew NLPMatan Eyal, Hila Noga, Roee Aharoni, et al.2023 · 9 citations
87. PragmatiCQA: A Dataset for Pragmatic Question Answering in ConversationsPeng Qi, Nina Du, Christopher Manning, et al.2023 · 8 citations
88. Hierarchical Fusion for Online Multimodal Dialog Act ClassificationFindings of the Association for Computational LinguisticsMd Messal Monem Miah, Adarsh Pyarelal, Ruihong Huang2023 · 7 citations
89. Investigating Multilingual Coreference Resolution by Universal AnnotationsFindings of the Association for Computational LinguisticsHaixia Chai, Michael Strube2023 · 6 citations
90. Automatic Evaluate Dialogue Appropriateness by Using Dialogue ActFindings of the Association for Computational LinguisticsBao Chen, Yuanjie Wang, Zeming Liu, et al.2023 · 6 citations
91. Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and OpportunitiesRiccardo Orlando, Simone Conia, Roberto Navigli2023 · 5 citations
92. Improving Cross-lingual Transfer through Subtree-aware Word ReorderingFindings of the Association for Computational LinguisticsOfir Arviv, Dmitry Nikolaev, Taelin Karidi, et al.2023 · 4 citations
93. HeGeL: A Novel Dataset for Geo-Location from Hebrew TextTzuf Paz-Argaman, Tal Bauman, Itai Mondshine, et al.2023 · 4 citations
94. Temporal Relation Classification in HebrewGuy Yanko, Shahaf Pariente, Kfir Bar2023 · 2 citations
95. The Truth, The Whole Truth, and Nothing but the Truth: A New Benchmark Dataset for Hebrew Text Credibility AssessmentBen Hagag, Reut Tsarfaty2023

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