📰 ACL 2024 — accepted papers

ACL 2024 is the 2024 edition of the Annual Meeting of the Association for Computational Linguistics (ACL), held in Bangkok, Thailand, 11–16 August 2024 (publisher: Association for Computational Linguistics). The ACL Anthology lists 1,030 papers of it in 5 tracks; our library holds 73 with our summaries. Below: its awards, the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Long Papers864Short Papers76Student Research Workshop46System Demonstrations38Tutorial Abstracts6

Awards

As the ACL Anthology records them.

1. Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language ModelsMosh Levy, Alon Jacoby, Yoav Goldberg · Long Papers · 🏆 Outstanding Paper Award110 citations · our summary
2. How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMsYi Zeng, Hongpeng Lin, Jingwen Zhang et al. · Long Papers · 🏆 Best Social Impact Paper Award102 citations · our summary
3. Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsTarek Naous, Michael J Ryan, Alan Ritter et al. · Long Papers · 🏆 Best Social Impact Paper Award90 citations · our summary
4. OLMo: Accelerating the Science of Language ModelsDirk Groeneveld, Iz Beltagy, Evan Walsh et al. · Long Papers · 🏆 Best Theme Paper Award64 citations
5. Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining ResearchLuca Soldaini, Rodney Kinney, Akshita Bhagia et al. · Long Papers · 🏆 Best Resource Paper Award53 citations
6. Aya Model: An Instruction Finetuned Open-Access Multilingual Language ModelAhmet Üstün, Viraat Aryabumi, Zheng Yong et al. · Long Papers · 🏆 Best Paper Award52 citations
7. EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic ActivitiesNian Li, Chen Gao, Mingyu Li et al. · Long Papers · 🏆 Outstanding Paper Award51 citations
8. Steering Llama 2 via Contrastive Activation AdditionNina Rimsky, Nick Gabrieli, Julian Schulz et al. · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Ethics, Bias, and Fairness50 citations
9. Do Llamas Work in English? On the Latent Language of Multilingual TransformersChris Wendler, Veniamin Veselovsky, Giovanni Monea et al. · Long Papers · 🏆 Outstanding Paper Award49 citations · our summary
10. MultiLegalPile: A 689GB Multilingual Legal CorpusJoel Niklaus, Veton Matoshi, Matthias Stürmer et al. · Long Papers · 🏆 Outstanding Paper Award39 citations
11. Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM CollaborationShangbin Feng, Weijia Shi, Yike Wang et al. · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Question Answering38 citations
12. Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language ModelsPaul Röttger, Valentin Hofmann, Valentina Pyatkin et al. · Long Papers · 🏆 Outstanding Paper Award34 citations · our summary
13. Mission: Impossible Language ModelsJulie Kallini, Isabel Papadimitriou, Richard Futrell et al. · Long Papers · 🏆 Best Paper Award22 citations · our summary
14. Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support ConversationDongjin Kang, Sunghwan Kim, Taeyoon Kwon et al. · Long Papers · 🏆 Outstanding Paper Award21 citations
15. Deciphering Oracle Bone Language with Diffusion ModelsHaisu Guan, Huanxin Yang, Xinyu Wang et al. · Long Papers · 🏆 Best Paper Award; SAC Award: Computational Social Science and Cultural Analytics18 citations
16. L-Eval: Instituting Standardized Evaluation for Long Context Language ModelsChenxin An, Shansan Gong, Ming Zhong et al. · Long Papers · 🏆 Outstanding Paper Award18 citations
17. Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language ModelsZhengxin Zhang, Dan Zhao, Xupeng Miao et al. · Long Papers · 🏆 Outstanding Paper Award18 citations
18. IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian LanguagesMohammed Safi Ur Rahman Khan, Priyam Mehta, Ananth Sankar et al. · Long Papers · 🏆 Outstanding Paper Award17 citations
19. The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive ConversationRongwu Xu, Brian Lin, Shujian Yang et al. · Long Papers · 🏆 Outstanding Paper Award16 citations
20. PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System SafetyZaibin Zhang, Yongting Zhang, Lijun Li et al. · Long Papers · 🏆 Outstanding Paper Award14 citations
21. AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding AgentsHarsh Trivedi, Tushar Khot, Mareike Hartmann et al. · Long Papers · 🏆 Best Resource Paper Award13 citations · our summary
22. Causal-Guided Active Learning for Debiasing Large Language ModelsZhouhao Sun, Li Du, Xiao Ding et al. · Long Papers · 🏆 Outstanding Paper Award12 citations
23. DIALECTBENCH: An NLP Benchmark for Dialects, Varieties, and Closely-Related LanguagesFahim Faisal, Orevaoghene Ahia, Aarohi Srivastava et al. · Long Papers · 🏆 Best Social Impact Paper Award12 citations
24. MMToM-QA: Multimodal Theory of Mind Question AnsweringChuanyang Jin, Yutong Wu, Jing Cao et al. · Long Papers · 🏆 Outstanding Paper Award12 citations
25. COKE: A Cognitive Knowledge Graph for Machine Theory of MindJincenzi Wu, Zhuang Chen, Jiawen Deng et al. · Long Papers · 🏆 SAC Award: Linguistic theories, Cognitive Modeling and Psycholinguistics11 citations
26. IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code GeneratorsIndraneil Paul, Goran Glavaš, Iryna Gurevych · Long Papers · 🏆 Outstanding Paper Award11 citations
27. Let's Go Real Talk: Spoken Dialogue Model for Face-to-Face ConversationSe Park, Chae Kim, Hyeongseop Rha et al. · Long Papers · 🏆 Outstanding Paper Award11 citations
28. Word Embeddings Are Steers for Language ModelsChi Han, Jialiang Xu, Manling Li et al. · Long Papers · 🏆 Outstanding Paper Award11 citations
29. Spiral of Silence: How is Large Language Model Killing Information Retrieval?–-A Case Study on Open Domain Question AnsweringXiaoyang Chen, Ben He, Hongyu Lin et al. · Long Papers · 🏆 SAC Award: Information Retrieval and Text Mining10 citations
30. Must NLP be Extractive?Steven Bird · Long Papers · 🏆 Outstanding Paper Award9 citations
31. Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language ModelsZachary Horvitz, Jingru Chen, Rahul Aditya et al. · Short Papers · 🏆 Outstanding Paper Award7 citations
32. Latxa: An Open Language Model and Evaluation Suite for BasqueJulen Etxaniz, Oscar Sainz, Naiara Perez et al. · Long Papers · 🏆 Best Resource Paper Award7 citations
33. CaMML: Context-Aware Multimodal Learner for Large ModelsYixin Chen, Shuai Zhang, Boran Han et al. · Long Papers · 🏆 SAC Award: Multimodality and Language Grounding to Vision, Robotics and Beyond6 citations
34. Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing?Marco Gaido, Sara Papi, Matteo Negri et al. · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Machine Translation6 citations
35. Why are Sensitive Functions Hard for Transformers?Michael Hahn, Mark Rofin · Long Papers · 🏆 Best Paper Award; SAC Award: Machine Learning for NLP6 citations
36. M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language ModelsWai-Chung Kwan, Xingshan Zeng, Yufei Wang et al. · Long Papers · 🏆 Outstanding Paper Award5 citations
37. VariErr NLI: Separating Annotation Error from Human Label VariationLeon Weber-Genzel, Siyao Peng, Marie-Catherine De Marneffe et al. · Long Papers · 🏆 SAC Award: Resources and Evaluation5 citations · our summary
38. CHECKWHY: Causal Fact Verification via Argument StructureJiasheng Si, Yibo Zhao, Yingjie Zhu et al. · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Sentiment Analysis, Stylistic Analysis, and Argument Mining4 citations
39. CausalGym: Benchmarking causal interpretability methods on linguistic tasksAryaman Arora, Dan Jurafsky, Christopher Potts · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Interpretability and Analysis of Models for NLP4 citations
40. Media Framing: A typology and Survey of Computational Approaches Across DisciplinesYulia Otmakhova, Shima Khanehzar, Lea Frermann · Long Papers · 🏆 Outstanding Paper Award4 citations
41. MultiPICo: Multilingual Perspectivist Irony CorpusSilvia Casola, Simona Frenda, Soda Marem Lo et al. · Long Papers · 🏆 Outstanding Paper Award4 citations · our summary
42. AI `News' Content Farms Are Easy to Make and Hard to Detect: A Case Study in ItalianGiovanni Puccetti, Anna Rogers, Chiara Alzetta et al. · Long Papers · 🏆 SAC Award: Multilinguality and Language Diversity3 citations
43. Causal Estimation of Memorisation ProfilesPietro Lesci, Clara Meister, Thomas Hofmann et al. · Long Papers · 🏆 Best Paper Award3 citations
44. Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!Zhanhui Zhou, Jie Liu, Zhichen Dong et al. · Long Papers · 🏆 Outstanding Paper Award3 citations
45. RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via RomanizationJaavid J, Raj Dabre, Aswanth M et al. · Long Papers · 🏆 SAC Award: Efficient/Low-Resource Methods for NLP3 citations
46. G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine TranslationXingyuan Pan, Luyang Huang, Liyan Kang et al. · Long Papers · 🏆 Outstanding Paper Award2 citations
47. Greed is All You Need: An Evaluation of Tokenizer Inference MethodsOmri Uzan, Craig W. Schmidt, Chris Tanner et al. · Short Papers · 🏆 Outstanding Paper Award; SAC Award: Phonology, Morphology and Word Segmentation2 citations
48. Language Complexity and Speech Recognition Accuracy: Orthographic Complexity Hurts, Phonological Complexity Doesn'tChihiro Taguchi, David Chiang · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Speech recognition, text-to-speech and spoken language understanding2 citations
49. NounAtlas: Filling the Gap in Nominal Semantic Role LabelingRoberto Navigli, Marco Lo Pinto, Pasquale Silvestri et al. · Long Papers · 🏆 Outstanding Paper Award2 citations
50. On Efficient and Statistical Quality Estimation for Data AnnotationJan-Christoph Klie, Juan Haladjian, Marc Kirchner et al. · Long Papers · 🏆 Outstanding Paper Award2 citations
51. Semisupervised Neural Proto-Language ReconstructionLiang Lu, Peirong Xie, David Mortensen · Long Papers · 🏆 Best Paper Award2 citations
52. Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse RelationsYisong Miao, Hongfu Liu, Wenqiang Lei et al. · Long Papers · 🏆 SAC Award: Discourse and Pragmatics1 citation · our summary
53. MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense ReasoningInderjeet Nair, Lu Wang · Long Papers · 🏆 SAC Award: Semantics(Sentence-level Semantics, Textual Inference and Other areas)1 citation
54. SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer's Disease DetectionFangFang Li, Cheng Huang, PuZhen Su et al. · Long Papers · 🏆 Outstanding Paper Award1 citation
55. Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency ParsingBehzad Shayegh, Yuqiao Wen, Lili Mou · Long Papers · 🏆 SAC Award: Syntax(Tagging, Chunking and Parsing)1 citation
56. COSMIC: Mutual Information for Task-Agnostic Summarization EvaluationMaxime Darrin, Philippe Formont, Jackie Cheung et al. · Long Papers · 🏆 SAC Award: Summarization
57. Distributional Inclusion Hypothesis and Quantifications: Probing for Hypernymy in Functional Distributional SemanticsChun Hei Lo, Wai Lam, Hong Cheng et al. · Long Papers · 🏆 SAC Award: Semantics(Lexical)
58. Estimating the Level of Dialectness Predicts Inter-annotator Agreement in Multi-dialect Arabic DatasetsAmr Keleg, Walid Magdy, Sharon Goldwater · Short Papers · 🏆 Outstanding Paper Award
59. MAP's not dead yet: Uncovering true language model modes by conditioning away degeneracyDavis Yoshida, Kartik Goyal, Kevin Gimpel · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Generation
60. Natural Language Satisfiability: Exploring the Problem Distribution and Evaluating Transformer-based Language ModelsTharindu Madusanka, Ian Pratt-Hartmann, Riza Batista-Navarro · Long Papers · 🏆 Best Paper Award

Most cited papers

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

1. LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language ModelsYaowei Zheng, Richong Zhang, Junhao Zhang et al. · System Demonstrations424 citations · our summary
2. Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language ModelsMuhammad Maaz, Hanoona Rasheed, Salman Khan et al. · Long Papers424 citations · our summary
3. ChatDev: Communicative Agents for Software DevelopmentChen Qian, Wei Liu, Hongzhang Liu et al. · Long Papers420 citations
4. DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language ModelsDamai Dai, Chengqi Deng, Chenggang Zhao et al. · Long Papers277 citations
5. LongBench: A Bilingual, Multitask Benchmark for Long Context UnderstandingYushi Bai, Xin Lv, Jiajie Zhang et al. · Long Papers161 citations
6. Improving Text Embeddings with Large Language ModelsLiang Wang, Nan Yang, Xiaolong Huang et al. · Long Papers134 citations · our summary
7. Large Language Models are not Fair EvaluatorsPeiyi Wang, Lei Li, Liang Chen et al. · Long Papers117 citations
8. Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language ModelsMosh Levy, Alon Jacoby, Yoav Goldberg · Long Papers · 🏆 Outstanding Paper Award110 citations · our summary
9. LaMP: When Large Language Models Meet PersonalizationAlireza Salemi, Sheshera Mysore, Michael Bendersky et al. · Long Papers107 citations · our summary
10. MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language ModelsYilin Wen, Zifeng Wang, Jimeng Sun · Long Papers107 citations · our summary

All accepted papers (1,030)

The most cited first; 73 with our summary link to their page here, the others to the original.

1. LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language ModelsYaowei Zheng, Richong Zhang, Junhao Zhang et al. · System Demonstrations424 citations · our summary
2. Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language ModelsMuhammad Maaz, Hanoona Rasheed, Salman Khan et al. · Long Papers424 citations · our summary
3. ChatDev: Communicative Agents for Software DevelopmentChen Qian, Wei Liu, Hongzhang Liu et al. · Long Papers420 citations
4. DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language ModelsDamai Dai, Chengqi Deng, Chenggang Zhao et al. · Long Papers277 citations
5. LongBench: A Bilingual, Multitask Benchmark for Long Context UnderstandingYushi Bai, Xin Lv, Jiajie Zhang et al. · Long Papers161 citations
6. Improving Text Embeddings with Large Language ModelsLiang Wang, Nan Yang, Xiaolong Huang et al. · Long Papers134 citations · our summary
7. Large Language Models are not Fair EvaluatorsPeiyi Wang, Lei Li, Liang Chen et al. · Long Papers117 citations
8. Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language ModelsMosh Levy, Alon Jacoby, Yoav Goldberg · Long Papers · 🏆 Outstanding Paper Award110 citations · our summary
9. LaMP: When Large Language Models Meet PersonalizationAlireza Salemi, Sheshera Mysore, Michael Bendersky et al. · Long Papers107 citations · our summary
10. MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language ModelsYilin Wen, Zifeng Wang, Jimeng Sun · Long Papers107 citations · our summary
11. LLM in a flash: Efficient Large Language Model Inference with Limited MemoryKeivan Alizadeh, Seyed Iman Mirzadeh, Dmitry Belenko et al. · Long Papers104 citations · our summary
12. How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMsYi Zeng, Hongpeng Lin, Jingwen Zhang et al. · Long Papers · 🏆 Best Social Impact Paper Award102 citations · our summary
13. RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language ModelsCheng Niu, Yuanhao Wu, Juno Zhu et al. · Long Papers102 citations · our summary
14. LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt CompressionHuiqiang Jiang, Qianhui Wu, Xufang Luo et al. · Long Papers99 citations
15. Full Parameter Fine-tuning for Large Language Models with Limited ResourcesKai Lv, Yuqing Yang, Tengxiao Liu et al. · Long Papers96 citations · our summary
16. CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding ChallengesKechi Zhang, Jia Li, Ge Li et al. · Long Papers93 citations · our summary
17. Active Prompting with Chain-of-Thought for Large Language ModelsShizhe Diao, Pengcheng Wang, Yong Lin et al. · Long Papers90 citations
18. Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsTarek Naous, Michael J Ryan, Alan Ritter et al. · Long Papers · 🏆 Best Social Impact Paper Award90 citations · our summary
19. Evaluating Very Long-Term Conversational Memory of LLM AgentsAdyasha Maharana, Dong-Ho Lee, Sergey Tulyakov et al. · Long Papers84 citations
20. DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language ModelsWeihang Su, Yichen Tang, Qingyao Ai et al. · Long Papers76 citations · our summary
21. DocLLM: A Layout-Aware Generative Language Model for Multimodal Document UnderstandingDongsheng Wang, Natraj Raman, Mathieu Sibue et al. · Long Papers73 citations
22. MAGE: Machine-generated Text Detection in the WildYafu Li, Qintong Li, Leyang Cui et al. · Long Papers69 citations · our summary
23. Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion RecognitionZirun Guo, Tao Jin, Zhou Zhao · Long Papers69 citations
24. SeeClick: Harnessing GUI Grounding for Advanced Visual GUI AgentsKanzhi Cheng, Qiushi Sun, Yougang Chu et al. · Long Papers69 citations
25. The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language ModelsJunyi Li, Jie Chen, Ruiyang Ren et al. · Long Papers69 citations · our summary

See all 1,030 papers in ACL 2024 — accepted papers →

📄 Papers with our summary in our library (73)

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

1. LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language ModelsYaowei Zheng, Richong Zhang, Junhao Zhang, et al.2024 · 1,035 citations
2. Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human AnnotationsPeiyi Wang, Lei Li, Zhihong Shao, et al.2024 · 482 citations
3. OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific ProblemsChaoqun He, Renjie Luo, Yuzhuo Bai, et al.2024 · 448 citations
4. Improving Text Embeddings with Large Language ModelsLiang Wang, Nan Yang, Xiaolong Huang, et al.2024 · 433 citations
5. LaMP: When Large Language Models Meet PersonalizationAlireza Salemi, Sheshera Mysore, Michael Bendersky, et al.2024 · 239 citations
6. Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language ModelsMosh Levy, Alon Jacoby, Yoav Goldberg2024 · 212 citations
7. RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language ModelsCheng Niu, Yuanhao Wu, Juno Zhu, et al.2024 · 204 citations
8. Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningShivalika Singh, Freddie Vargus, Daniel D'souza, et al.2024 · 203 citations
9. How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMsYi Zeng, Hongpeng Lin, Jingwen Zhang, et al.2024 · 201 citations
10. LLM in a flash: Efficient Large Language Model Inference with Limited MemoryKeivan Alizadeh, Seyed Iman Mirzadeh, Dmitry Belenko, et al.2024 · 192 citations
11. Investigating Cultural Alignment of Large Language ModelsBadr AlKhamissi, Muhammad ElNokrashy, Mai Alkhamissi, et al.2024 · 177 citations
12. MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn DialoguesGe Bai, Jie Liu, Xingyuan Bu, et al.2024 · 171 citations
13. Do Llamas Work in English? On the Latent Language of Multilingual TransformersChris Wendler, Veniamin Veselovsky, Giovanni Monea, et al.2024 · 170 citations
14. WebVoyager: Building an End-to-End Web Agent with Large Multimodal ModelsHongliang He, Wenlin Yao, Kaixin Ma, et al.2024 · 168 citations
15. MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language ModelsYilin Wen, Zifeng Wang, Jimeng Sun2024 · 157 citations
16. VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web TasksJing Yu Koh, Robert Lo, Lawrence Jang, et al.2024 · 156 citations
17. LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingMostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, et al.2024 · 155 citations
18. ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMsJustin Chen, Swarnadeep Saha, Mohit Bansal2024 · 154 citations
19. Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language ModelsTianyi Tang, Wenyang Luo, Haoyang Huang, et al.2024 · 151 citations
20. The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language ModelsJunyi Li, Jie Chen, Ruiyang Ren, et al.2024 · 150 citations
21. CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding ChallengesKechi Zhang, Jia Li, Ge Li, et al.2024 · 147 citations
22. Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative DecodingJun Zhang, Jue Wang, Huan Li, et al.2024 · 146 citations
23. How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data CompositionGuanting Dong, Hongyi Yuan, Keming Lu, et al.2024 · 145 citations
24. Full Parameter Fine-tuning for Large Language Models with Limited ResourcesKai Lv, Yuqing Yang, Tengxiao Liu, et al.2024 · 143 citations
25. DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language ModelsWeihang Su, Yichen Tang, Qingyao Ai, et al.2024 · 137 citations

See all 73 works in ACL 2024 — accepted papers →

🧭 Top topics

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

🧠Language models & pretraining (41)📏Evaluation & benchmarks (10)🧮Reasoning (8)🖼️Vision & language (6)🌍Multilingual & cross-lingual NLP (5)🛡️Bias, fairness & safety (5)🔁Machine translation (3)💻Code & programming languages (3)🔍Information retrieval & search (3)😉Implicature (2)🔗Coreference resolution (2)😊Sentiment & emotion (2)🗨️Dialogue systems (2)🪶Efficient models & compression (2)English (2)

📚 Fields

🖥️Computer Science (73)🎭Arts and Humanities (66)💭Psychology (4)🤝Social Sciences (4)🧠Neuroscience (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.

🎓Carnegie Mellon UniversityPittsburgh · United States7 works here🎓Zhejiang UniversityHangzhou · China6 works here🔬Shanghai Artificial Intelligence LaboratoryShanghai · China5 works here🏢Alibaba GroupHangzhou · China5 works here🎓Renmin University of ChinaBeijing · China5 works here🎓University of Hong KongPok Fu Lam · China5 works here🎓Fudan UniversityShanghai · China4 works here🔬Allen Institute for Artificial IntelligenceSeattle · United States4 works here🎓Tsinghua UniversityBeijing · China4 works here🏢MicrosoftRedmond · United States3 works here🏢AmazonSeattle · United States3 works here🎓University of Illinois Urbana-ChampaignUrbana · United States3 works here

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

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