📰 ACL 2023 — accepted papers

ACL 2023 is the 2023 edition of the Annual Meeting of the Association for Computational Linguistics (ACL), held in Toronto, Canada, 9–14 July 2023 (publisher: Association for Computational Linguistics). The ACL Anthology lists 1,249 papers of it in 6 tracks; our library holds 84 with our summaries. Below: its awards, the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Long Papers911Short Papers164Industry Track76System Demonstrations58Student Research Workshop34Tutorial Abstracts6

Awards

As the ACL Anthology records them.

1. From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsShangbin Feng, Chan Young Park, Yuhan Liu et al. · Long Papers · 🏆 Best Paper Award143 citations · our summary
2. What the DAAM: Interpreting Stable Diffusion Using Cross AttentionRaphael Tang, Linqing Liu, Akshat Pandey et al. · Long Papers · 🏆 Best Paper Award118 citations
3. Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsMyra Cheng, Esin Durmus, Dan Jurafsky · Long Papers · 🏆 Social Impact Award115 citations · our summary
4. VisText: A Benchmark for Semantically Rich Chart CaptioningBenny Tang, Angie Boggust, Arvind Satyanarayan · Long Papers · 🏆 Outstanding Paper Award54 citations
5. Cognitive Reframing of Negative Thoughts through Human-Language Model InteractionAshish Sharma, Kevin Rushton, Inna Lin et al. · Long Papers · 🏆 Outstanding Paper Award47 citations
6. Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World EnvironmentsYu Gu, Xiang Deng, Yu Su · Long Papers · 🏆 Outstanding Paper Award45 citations
7. Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor WatermarkWenjun Peng, Jingwei Yi, Fangzhao Wu et al. · Long Papers · 🏆 Area Chair Award (NLP Applications)44 citations
8. SCOTT: Self-Consistent Chain-of-Thought DistillationPeifeng Wang, Zhengyang Wang, Zheng Li et al. · Long Papers · 🏆 Outstanding Paper Award44 citations · our summary
9. MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction TuningZhiyang Xu, Ying Shen, Lifu Huang · Long Papers · 🏆 Outstanding Paper Award42 citations
10. Do Androids Laugh at Electric Sheep? Humor “Understanding” Benchmarks from The New Yorker Caption ContestJack Hessel, Ana Marasovic, Jena D. Hwang et al. · Long Papers · 🏆 Best Paper Award34 citations · our summary
11. NLPositionality: Characterizing Design Biases of Datasets and ModelsSebastin Santy, Jenny Liang, Ronan Le Bras et al. · Long Papers · 🏆 Outstanding Paper Award31 citations · our summary
12. Multilingual LLMs are Better Cross-lingual In-context Learners with AlignmentEshaan Tanwar, Subhabrata Dutta, Manish Borthakur et al. · Long Papers · 🏆 Outstanding Paper Award28 citations · our summary
13. Tell2Design: A Dataset for Language-Guided Floor Plan GenerationSicong Leng, Yang Zhou, Mohammed Haroon Dupty et al. · Long Papers · 🏆 Area Chair Award (Resources and Evaluation)28 citations
14. DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question AnsweringElla Neeman, Roee Aharoni, Or Honovich et al. · Long Papers · 🏆 Area Chair Award (Question Answering)25 citations · our summary
15. Minding Language Models' (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief TrackerMelanie Sclar, Sachin Kumar, Peter West et al. · Long Papers · 🏆 Outstanding Paper Award25 citations · our summary
16. Scaling in Cognitive Modelling: a Multilingual Approach to Human Reading TimesAndrea de Varda, Marco Marelli · Short Papers · 🏆 Outstanding Paper Award24 citations
17. Considerations for meaningful sign language machine translation based on glossesMathias Müller, Zifan Jiang, Amit Moryossef et al. · Short Papers · 🏆 Outstanding Paper Award23 citations
18. Knowledge Transfer in Incremental Learning for Multilingual Neural Machine TranslationKaiyu Huang, Peng Li, Jin Ma et al. · Long Papers · 🏆 Outstanding Paper Award19 citations
19. Glot500: Scaling Multilingual Corpora and Language Models to 500 LanguagesAyyoob Imani, Peiqin Lin, Amir Hossein Kargaran et al. · Long Papers · 🏆 Area Chair Award (Multilingualism and Cross-Lingual NLP)18 citations
20. Neural Machine Translation Methods for Translating Text to Sign Language GlossesDele Zhu, Vera Czehmann, Eleftherios Avramidis · Long Papers · 🏆 Outstanding Paper Award18 citations
21. Linear Classifier: An Often-Forgotten Baseline for Text ClassificationYu-Chen Lin, Si-An Chen, Jie-Jyun Liu et al. · Short Papers · 🏆 Outstanding Paper Award17 citations
22. Extrinsic Evaluation of Machine Translation MetricsNikita Moghe, Tom Sherborne, Mark Steedman et al. · Long Papers · 🏆 Outstanding Paper Award15 citations
23. Distilling Script Knowledge from Large Language Models for Constrained Language PlanningSiyu Yuan, Jiangjie Chen, Ziquan Fu et al. · Long Papers · 🏆 Outstanding Paper Award14 citations
24. Do PLMs Know and Understand Ontological Knowledge?Weiqi Wu, Chengyue Jiang, Yong Jiang et al. · Long Papers · 🏆 Outstanding Paper Award14 citations
25. Weaker Than You Think: A Critical Look at Weakly Supervised LearningDawei Zhu, Xiaoyu Shen, Marius Mosbach et al. · Long Papers · 🏆 Theme Paper Award; Outstanding Paper Award14 citations
26. QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set OperationsChaitanya Malaviya, Peter Shaw, Ming-Wei Chang et al. · Long Papers · 🏆 Outstanding Paper Award13 citations
27. PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging NarrativesSilin Gao, Beatriz Borges, Soyoung Oh et al. · Long Papers · 🏆 Outstanding Paper Award12 citations
28. What's the Meaning of Superhuman Performance in Today's NLU?Simone Tedeschi, Johan Bos, Thierry Declerck et al. · Long Papers · 🏆 Outstanding Paper Award12 citations
29. Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023?Shuheng Liu, Alan Ritter · Long Papers · 🏆 Reproduction Award11 citations
30. Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech RecognitionYuchen Hu, Ruizhe Li, Chen Chen et al. · Long Papers · 🏆 Area Chair Award (Speech and Multimodality)11 citations
31. CAME: Confidence-guided Adaptive Memory Efficient OptimizationYang Luo, Xiaozhe Ren, Zangwei Zheng et al. · Long Papers · 🏆 Outstanding Paper Award10 citations
32. Entity Tracking in Language ModelsNajoung Kim, Sebastian Schuster · Long Papers · 🏆 Area Chair Award (Interpretability and Analysis of Models for NLP)10 citations
33. When Does Translation Require Context? A Data-driven, Multilingual ExplorationPatrick Fernandes, Kayo Yin, Emmy Liu et al. · Long Papers · 🏆 Resource Award10 citations
34. Hybrid Transducer and Attention based Encoder-Decoder Modeling for Speech-to-Text TasksYun Tang, Anna Sun, Hirofumi Inaguma et al. · Long Papers · 🏆 Outstanding Paper Award9 citations
35. LECO: Improving Early Exiting via Learned Exits and Comparison-based Exiting MechanismJingfan Zhang, Ming Tan, Pengyu Dai et al. · Student Research Workshop · 🏆 SRW Best Paper Award9 citations
36. LexSym: Compositionality as Lexical SymmetryEkin Akyurek, Jacob Andreas · Long Papers · 🏆 Area Chair Award (Semantics: Lexical)9 citations
37. The Tail Wagging the Dog: Dataset Construction Biases of Social Bias BenchmarksNikil Selvam, Sunipa Dev, Daniel Khashabi et al. · Short Papers · 🏆 Outstanding Paper Award8 citations
38. Causes and Cures for Interference in Multilingual TranslationUri Shaham, Maha Elbayad, Vedanuj Goswami et al. · Long Papers · 🏆 Outstanding Paper Award6 citations
39. Hexatagging: Projective Dependency Parsing as TaggingAfra Amini, Tianyu Liu, Ryan Cotterell · Short Papers · 🏆 Outstanding Paper Award6 citations · our summary
40. Language model acceptability judgements are not always robust to contextKoustuv Sinha, Jon Gauthier, Aaron Mueller et al. · Long Papers · 🏆 Outstanding Paper Award6 citations
41. Question-Answering in a Low-resourced Language: Benchmark Dataset and Models for TigrinyaFitsum Gaim, Wonsuk Yang, Hancheol Park et al. · Long Papers · 🏆 Outstanding Paper Award6 citations
42. StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content EnhancingXuekai Zhu, Jian Guan, Minlie Huang et al. · Long Papers · 🏆 Area Chair Award (Sentiment Analysis, Stylistic Analysis, and Argument Mining)6 citations
43. World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language ModelsZiqiao Ma, Jiayi Pan, Joyce Chai · Long Papers · 🏆 Outstanding Paper Award6 citations
44. ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-TranslationKuan-Hao Huang, Varun Iyer, I-Hung Hsu et al. · Long Papers · 🏆 Area Chair Award (Semantics: Sentence-level Semantics, Textual Inference, and Other Areas)5 citations · our summary
45. Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop PathsXiangqing Shen, Siwei Wu, Rui Xia · Long Papers · 🏆 Outstanding Paper Award4 citations
46. Dissecting Transformer Length Extrapolation via the Lens of Receptive Field AnalysisTa-Chung Chi, Ting-Han Fan, Alexander Rudnicky et al. · Long Papers · 🏆 Outstanding Paper Award4 citations
47. Generalizing Backpropagation for Gradient-Based InterpretabilityKevin Du, Lucas Torroba Hennigen, Niklas Stoehr et al. · Long Papers · 🏆 Outstanding Paper Award4 citations
48. Improving Pretraining Techniques for Code-Switched NLPRicheek Das, Sahasra Ranjan, Shreya Pathak et al. · Long Papers · 🏆 Outstanding Paper Award4 citations
49. Small Data, Big Impact: Leveraging Minimal Data for Effective Machine TranslationJean Maillard, Cynthia Gao, Elahe Kalbassi et al. · Long Papers · 🏆 Area Chair Award (Linguistic Diversity)4 citations
50. Faithful Low-Resource Data-to-Text Generation through Cycle TrainingZhuoer Wang, Marcus Collins, Nikhita Vedula et al. · Long Papers · 🏆 Outstanding Paper Award3 citations
51. Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class ChallengeVasudha Varadarajan, Swanie Juhng, Syeda Mahwish et al. · Long Papers · 🏆 Outstanding Paper Award3 citations
52. The Mechanical Bard: An Interpretable Machine Learning Approach to Shakespearean Sonnet GenerationEdwin Agnew, Michelle Qiu, Lily Zhu et al. · Short Papers · 🏆 Outstanding Paper Award2 citations · our summary
53. Towards Zero-Shot Multilingual Transfer for Code-Switched ResponsesTing-Wei Wu, Changsheng Zhao, Ernie Chang et al. · Long Papers · 🏆 Outstanding Paper Award2 citations
54. VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question AnsweringZijun Yao, Yuanyong Chen, Xin Lv et al. · System Demonstrations · 🏆 Demo Track: Best Paper Award2 citations
55. WikiBio: a Semantic Resource for the Intersectional Analysis of Biographical EventsMarco Antonio Stranisci, Rossana Damiano, Enrico Mensa et al. · Long Papers · 🏆 Outstanding Paper Award2 citations
56. Exploring How Generative Adversarial Networks Learn Phonological RepresentationsJingyi Chen, Micha Elsner · Long Papers · 🏆 Area Chair Award (Linguistic Theories, Cognitive Modeling, and Psycholinguistics)1 citation
57. disco: a toolkit for Distributional Control of Generative ModelsGermán Kruszewski, Jos Rozen, Marc Dymetman · System Demonstrations · 🏆 Demo Track: Outstanding Paper Award1 citation
58. CB2: Collaborative Natural Language Interaction Research PlatformJacob Sharf, Mustafa Omer Gul, Yoav Artzi · System Demonstrations · 🏆 Demo Track: Outstanding Paper Award
59. Compositional Generalization without Trees using Multiset Tagging and Latent PermutationsMatthias Lindemann, Alexander Koller, Ivan Titov · Long Papers · 🏆 Outstanding Paper Award
60. How-to Guides for Specific Audiences: A Corpus and Initial FindingsNicola Fanton, Agnieszka Falenska, Michael Roth · Student Research Workshop · 🏆 SRW Best Paper Award
61. Is a Knowledge-based Response Engaging?: An Analysis on Knowledge-Grounded Dialogue with Information Source AnnotationTakashi Kodama, Hirokazu Kiyomaru, Yin Jou Huang et al. · Student Research Workshop · 🏆 SRW Best Paper Award
62. Resolving Indirect Referring Expressions for Entity SelectionMohammad Javad Hosseini, Filip Radlinski, Silvia Pareti et al. · Long Papers · 🏆 Area Chair Award (Discourse and Pragmatics)

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Self-Instruct: Aligning Language Models with Self-Generated InstructionsYizhong Wang, Yeganeh Kordi, Swaroop Mishra et al. · Long Papers679 citations
2. Crosslingual Generalization through Multitask FinetuningNiklas Muennighoff, Thomas Wang, Lintang Sutawika et al. · Long Papers349 citations
3. Precise Zero-Shot Dense Retrieval without Relevance LabelsLuyu Gao, Xueguang Ma, Jimmy Lin et al. · Long Papers342 citations · our summary
4. Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language ModelsLei Wang, Wanyu Xu, Yihuai Lan et al. · Long Papers332 citations
5. Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step QuestionsHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot et al. · Long Papers323 citations · our summary
6. Can Large Language Models Be an Alternative to Human Evaluations?Cheng-Han Chiang, Hung-yi Lee · Long Papers317 citations
7. When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric MemoriesAlex Mallen, Akari Asai, Victor Zhong et al. · Long Papers314 citations
8. Revisiting Relation Extraction in the era of Large Language ModelsSomin Wadhwa, Silvio Amir, Byron Wallace · Long Papers192 citations
9. ConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment AnalysisJiuding Yang, Yakun Yu, Di Niu et al. · Long Papers173 citations
10. DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative ModelsZijie J. Wang, Evan Montoya, David Munechika et al. · Long Papers171 citations

All accepted papers (1,249)

The most cited first; 84 with our summary link to their page here, the others to the original.

1. Self-Instruct: Aligning Language Models with Self-Generated InstructionsYizhong Wang, Yeganeh Kordi, Swaroop Mishra et al. · Long Papers679 citations
2. Crosslingual Generalization through Multitask FinetuningNiklas Muennighoff, Thomas Wang, Lintang Sutawika et al. · Long Papers349 citations
3. Precise Zero-Shot Dense Retrieval without Relevance LabelsLuyu Gao, Xueguang Ma, Jimmy Lin et al. · Long Papers342 citations · our summary
4. Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language ModelsLei Wang, Wanyu Xu, Yihuai Lan et al. · Long Papers332 citations
5. Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step QuestionsHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot et al. · Long Papers323 citations · our summary
6. Can Large Language Models Be an Alternative to Human Evaluations?Cheng-Han Chiang, Hung-yi Lee · Long Papers317 citations
7. When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric MemoriesAlex Mallen, Akari Asai, Victor Zhong et al. · Long Papers314 citations
8. Revisiting Relation Extraction in the era of Large Language ModelsSomin Wadhwa, Silvio Amir, Byron Wallace · Long Papers192 citations
9. ConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment AnalysisJiuding Yang, Yakun Yu, Di Niu et al. · Long Papers173 citations
10. DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative ModelsZijie J. Wang, Evan Montoya, David Munechika et al. · Long Papers171 citations
11. MathPrompter: Mathematical Reasoning using Large Language ModelsShima Imani, Liang Du, Harsh Shrivastava · Industry Track151 citations · our summary
12. Is GPT-3 a Good Data Annotator?Bosheng Ding, Chengwei Qin, Linlin Liu et al. · Long Papers149 citations
13. From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsShangbin Feng, Chan Young Park, Yuhan Liu et al. · Long Papers · 🏆 Best Paper Award143 citations · our summary
14. LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionDongfu Jiang, Xiang Ren, Bill Yuchen Lin · Long Papers136 citations · our summary
15. RARR: Researching and Revising What Language Models Say, Using Language ModelsLuyu Gao, Zhuyun Dai, Panupong Pasupat et al. · Long Papers134 citations · our summary
16. Reasoning with Language Model Prompting: A SurveyShuofei Qiao, Yixin Ou, Ningyu Zhang et al. · Long Papers134 citations
17. Large Language Models Are Reasoning TeachersNamgyu Ho, Laura Schmid, Se-Young Yun · Long Papers127 citations · our summary
18. Teaching Small Language Models to ReasonLucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek et al. · Short Papers120 citations · our summary
19. What the DAAM: Interpreting Stable Diffusion Using Cross AttentionRaphael Tang, Linqing Liu, Akshat Pandey et al. · Long Papers · 🏆 Best Paper Award118 citations
20. Evaluating Open-Domain Question Answering in the Era of Large Language ModelsEhsan Kamalloo, Nouha Dziri, Charles Clarke et al. · Long Papers116 citations · our summary
21. Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsMyra Cheng, Esin Durmus, Dan Jurafsky · Long Papers · 🏆 Social Impact Award115 citations · our summary
22. Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What MattersBoshi Wang, Sewon Min, Xiang Deng et al. · Long Papers115 citations · our summary
23. Large Language Models Meet NL2Code: A SurveyDaoguang Zan, Bei Chen, Fengji Zhang et al. · Long Papers114 citations
24. LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language ModelsVictor Dibia · System Demonstrations113 citations
25. Reasoning Implicit Sentiment with Chain-of-Thought PromptingHao Fei, Bobo Li, Qian Liu et al. · Short Papers111 citations

See all 1,249 papers in ACL 2023 — accepted papers →

📄 Papers with our summary in our library (84)

The most cited first (OpenAlex citations plus our library's).

1. Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language ModelsMuhammad Maaz, Hanoona Rasheed, Salman Khan, et al.2023 · 635 citations
2. Large Language Models Are Reasoning TeachersNamgyu Ho, Laura Schmid, Se-Young Yun2023 · 368 citations
3. Unnatural Instructions: Tuning Language Models with (Almost) No Human LaborOr Honovich, Thomas Scialom, Omer Levy, et al.2023 · 358 citations
4. RARR: Researching and Revising What Language Models Say, Using Language ModelsLuyu Gao, Zhuyun Dai, Panupong Pasupat, et al.2023 · 351 citations
5. Teaching Small Language Models to ReasonLucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek, et al.2023 · 340 citations
6. LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionDongfu Jiang, Xiang Ren, Bill Yuchen Lin2023 · 314 citations
7. From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsShangbin Feng, Chan Young Park, Yuhan Liu, et al.2023 · 306 citations
8. MathPrompter: Mathematical Reasoning using Large Language ModelsShima Imani, Liang Du, Harsh Shrivastava2023 · 298 citations
9. AlignScore: Evaluating Factual Consistency with A Unified Alignment FunctionYuheng Zha, Yichi Yang, Ruichen Li, et al.2023 · 280 citations
10. Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What MattersBoshi Wang, Sewon Min, Xiang Deng, et al.2023 · 269 citations
11. Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsTarek Naous, Michael J. Ryan, Alan Ritter, et al.2023 · 268 citations
12. The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language VariantsLucas Bandarkar, Davis Liang, Benjamin Muller, et al.2023 · 259 citations
13. Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsMyra Cheng, Esin Durmus, Dan Jurafsky2023 · 236 citations
14. Evaluating Open-Domain Question Answering in the Era of Large Language ModelsEhsan Kamalloo, Nouha Dziri, Charles Clarke, et al.2023 · 233 citations
15. Making Language Models Better Reasoners with Step-Aware VerifierYifei Li, Zeqi Lin, Shizhuo Zhang, et al.2023 · 216 citations
16. On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot ReasoningOmar Shaikh, Hongxin Zhang, William Held, et al.2023 · 180 citations
17. Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic LanguagesSumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, et al.2023 · 174 citations
18. LooGLE: Can Long-Context Language Models Understand Long Contexts?Jiaqi Li, Mengmeng Wang, Zilong Zheng, et al.2023 · 163 citations
19. Fact-Checking Complex Claims with Program-Guided ReasoningLiangming Pan, Xiaobao Wu, Xinyuan Lu, et al.2023 · 146 citations
20. SCOTT: Self-Consistent Chain-of-Thought DistillationPeifeng Wang, Zhengyang Wang, Zheng Li, et al.2023 · 145 citations
21. Unified Demonstration Retriever for In-Context LearningXiaonan Li, Kai Lv, Hang Yan, et al.2023 · 144 citations
22. Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought FrameworkRuochen Zhao, Xingxuan Li, Shafiq Joty, et al.2023 · 144 citations
23. Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human InterventionsJohn Chung, Ece Kamar, Saleema Amershi2023 · 141 citations
24. Diverse Demonstrations Improve In-context Compositional GeneralizationItay Levy, Ben Bogin, Jonathan Berant2023 · 139 citations
25. Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-StepLiunian Harold Li, Jack Hessel, Youngjae Yu, et al.2023 · 139 citations

See all 84 works in ACL 2023 — accepted papers →

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (28)🧮Reasoning (12)😊Sentiment & emotion (9)English (9)📏Evaluation & benchmarks (7)❓Question answering (5)🛡️Bias, fairness & safety (4)🧵Discourse analysis (3)🔁Machine translation (3)🔍Information retrieval & search (3)🖼️Vision & language (3)🪶Efficient models & compression (3)🔗Coreference resolution (2)🌍Multilingual & cross-lingual NLP (2)💻Code & programming languages (2)

📚 Fields

🖥️Computer Science (83)🎭Arts and Humanities (79)🤝Social Sciences (7)🧠Neuroscience (3)💭Psychology (3)🧬Biochemistry, Genetics and Molecular Biology (1)➗Mathematics (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🔬Allen Institute for Artificial IntelligenceSeattle · United States9 works here🎓University of WashingtonSeattle · United States8 works here🎓Carnegie Mellon UniversityPittsburgh · United States6 works here🏢MicrosoftRedmond · United States5 works here🏢GoogleMountain View · United States5 works here🎓University of Southern CaliforniaLos Angeles · United States4 works here🎓Georgia Institute of TechnologyAtlanta · United States4 works here🎓University of California, Los AngelesLos Angeles · United States4 works here🎓Tel Aviv UniversityTel Aviv · Israel4 works here🎓Fudan UniversityShanghai · China4 works here🎓Stanford UniversityStanford · United States4 works here🏢AmazonSeattle · United States3 works here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/acl/2023/