---
title: "ACL 2024 — accepted papers — Elamur Research"
description: "ACL 2024 — accepted papers: 73 papers in the Elamur Research library (Bangkok, Thailand), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/acl/2024/"
---
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# 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.

[**1,030** papers in the proceedings](#all) · [**73** works in our library](https://md.research.elamur.ai/free/en/venues/acl/2024/works/) · [**9,608** citations of these works](https://md.research.elamur.ai/free/en/venues/acl/2024/works/)**Bangkok, Thailand** where it was held**11–16 August 2024** when

## Tracks

Long Papers 864Short Papers 76Student Research Workshop 46System Demonstrations 38Tutorial Abstracts 6

## Awards

As the ACL Anthology records them.

1. **[Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models](https://md.research.elamur.ai/free/en/papers/levy-2024-same-task-more-tokens-impact/)**Mosh Levy, Alon Jacoby, Yoav Goldberg · Long Papers · 🏆 Outstanding Paper Award*110 citations · our summary*
2. **[How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs](https://md.research.elamur.ai/free/en/papers/zeng-2024-how-johnny-can-persuade-llms/)**Yi Zeng, Hongpeng Lin, Jingwen Zhang et al. · Long Papers · 🏆 Best Social Impact Paper Award*102 citations · our summary*
3. **[Having Beer after Prayer? Measuring Cultural Bias in Large Language Models](https://md.research.elamur.ai/free/en/papers/naous-2023-having-beer-after-prayer-measuring/)**Tarek Naous, Michael J Ryan, Alan Ritter et al. · Long Papers · 🏆 Best Social Impact Paper Award*90 citations · our summary*
4. **[OLMo: Accelerating the Science of Language Models](https://aclanthology.org/2024.acl-long.841/)**Dirk Groeneveld, Iz Beltagy, Evan Walsh et al. · Long Papers · 🏆 Best Theme Paper Award*64 citations*
5. **[Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research](https://aclanthology.org/2024.acl-long.840/)**Luca Soldaini, Rodney Kinney, Akshita Bhagia et al. · Long Papers · 🏆 Best Resource Paper Award*53 citations*
6. **[Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model](https://aclanthology.org/2024.acl-long.845/)**Ahmet Üstün, Viraat Aryabumi, Zheng Yong et al. · Long Papers · 🏆 Best Paper Award*52 citations*
7. **[EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities](https://aclanthology.org/2024.acl-long.829/)**Nian Li, Chen Gao, Mingyu Li et al. · Long Papers · 🏆 Outstanding Paper Award*51 citations*
8. **[Steering Llama 2 via Contrastive Activation Addition](https://aclanthology.org/2024.acl-long.828/)**Nina Rimsky, Nick Gabrieli, Julian Schulz et al. · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Ethics, Bias, and Fairness*50 citations*
9. **[Do Llamas Work in English? On the Latent Language of Multilingual Transformers](https://md.research.elamur.ai/free/en/papers/wendler-2024-do-llamas-work-english-latent/)**Chris Wendler, Veniamin Veselovsky, Giovanni Monea et al. · Long Papers · 🏆 Outstanding Paper Award*49 citations · our summary*
10. **[MultiLegalPile: A 689GB Multilingual Legal Corpus](https://aclanthology.org/2024.acl-long.805/)**Joel Niklaus, Veton Matoshi, Matthias Stürmer et al. · Long Papers · 🏆 Outstanding Paper Award*39 citations*
11. **[Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration](https://aclanthology.org/2024.acl-long.786/)**Shangbin Feng, Weijia Shi, Yike Wang et al. · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Question Answering*38 citations*
12. **[Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models](https://md.research.elamur.ai/free/en/papers/rottger-2024-political-compass-or-spinning-arrow/)**Paul Röttger, Valentin Hofmann, Valentina Pyatkin et al. · Long Papers · 🏆 Outstanding Paper Award*34 citations · our summary*
13. **[Mission: Impossible Language Models](https://md.research.elamur.ai/free/en/papers/kallini-2024-mission-impossible-language-models/)**Julie Kallini, Isabel Papadimitriou, Richard Futrell et al. · Long Papers · 🏆 Best Paper Award*22 citations · our summary*
14. **[Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation](https://aclanthology.org/2024.acl-long.813/)**Dongjin Kang, Sunghwan Kim, Taeyoon Kwon et al. · Long Papers · 🏆 Outstanding Paper Award*21 citations*
15. **[Deciphering Oracle Bone Language with Diffusion Models](https://aclanthology.org/2024.acl-long.831/)**Haisu Guan, Huanxin Yang, Xinyu Wang et al. · Long Papers · 🏆 Best Paper Award; SAC Award: Computational Social Science and Cultural Analytics*18 citations*
16. **[L-Eval: Instituting Standardized Evaluation for Long Context Language Models](https://aclanthology.org/2024.acl-long.776/)**Chenxin An, Shansan Gong, Ming Zhong et al. · Long Papers · 🏆 Outstanding Paper Award*18 citations*
17. **[Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models](https://aclanthology.org/2024.acl-long.1/)**Zhengxin Zhang, Dan Zhao, Xupeng Miao et al. · Long Papers · 🏆 Outstanding Paper Award*18 citations*
18. **[IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages](https://aclanthology.org/2024.acl-long.843/)**Mohammed Safi Ur Rahman Khan, Priyam Mehta, Ananth Sankar et al. · Long Papers · 🏆 Outstanding Paper Award*17 citations*
19. **[The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation](https://aclanthology.org/2024.acl-long.858/)**Rongwu Xu, Brian Lin, Shujian Yang et al. · Long Papers · 🏆 Outstanding Paper Award*16 citations*
20. **[PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety](https://aclanthology.org/2024.acl-long.812/)**Zaibin Zhang, Yongting Zhang, Lijun Li et al. · Long Papers · 🏆 Outstanding Paper Award*14 citations*
21. **[AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents](https://md.research.elamur.ai/free/en/papers/trivedi-2024-appworld-controllable-world-apps-people/)**Harsh Trivedi, Tushar Khot, Mareike Hartmann et al. · Long Papers · 🏆 Best Resource Paper Award*13 citations · our summary*
22. **[Causal-Guided Active Learning for Debiasing Large Language Models](https://aclanthology.org/2024.acl-long.778/)**Zhouhao Sun, Li Du, Xiao Ding et al. · Long Papers · 🏆 Outstanding Paper Award*12 citations*
23. **[DIALECTBENCH: An NLP Benchmark for Dialects, Varieties, and Closely-Related Languages](https://aclanthology.org/2024.acl-long.777/)**Fahim Faisal, Orevaoghene Ahia, Aarohi Srivastava et al. · Long Papers · 🏆 Best Social Impact Paper Award*12 citations*
24. **[MMToM-QA: Multimodal Theory of Mind Question Answering](https://aclanthology.org/2024.acl-long.851/)**Chuanyang Jin, Yutong Wu, Jing Cao et al. · Long Papers · 🏆 Outstanding Paper Award*12 citations*
25. **[COKE: A Cognitive Knowledge Graph for Machine Theory of Mind](https://aclanthology.org/2024.acl-long.848/)**Jincenzi Wu, Zhuang Chen, Jiawen Deng et al. · Long Papers · 🏆 SAC Award: Linguistic theories, Cognitive Modeling and Psycholinguistics*11 citations*
26. **[IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators](https://aclanthology.org/2024.acl-long.802/)**Indraneil Paul, Goran Glavaš, Iryna Gurevych · Long Papers · 🏆 Outstanding Paper Award*11 citations*
27. **[Let's Go Real Talk: Spoken Dialogue Model for Face-to-Face Conversation](https://aclanthology.org/2024.acl-long.860/)**Se Park, Chae Kim, Hyeongseop Rha et al. · Long Papers · 🏆 Outstanding Paper Award*11 citations*
28. **[Word Embeddings Are Steers for Language Models](https://aclanthology.org/2024.acl-long.864/)**Chi Han, Jialiang Xu, Manling Li et al. · Long Papers · 🏆 Outstanding Paper Award*11 citations*
29. **[Spiral of Silence: How is Large Language Model Killing Information Retrieval?–-A Case Study on Open Domain Question Answering](https://aclanthology.org/2024.acl-long.798/)**Xiaoyang Chen, Ben He, Hongyu Lin et al. · Long Papers · 🏆 SAC Award: Information Retrieval and Text Mining*10 citations*
30. **[Must NLP be Extractive?](https://aclanthology.org/2024.acl-long.797/)**Steven Bird · Long Papers · 🏆 Outstanding Paper Award*9 citations*
31. **[Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models](https://aclanthology.org/2024.acl-short.76/)**Zachary Horvitz, Jingru Chen, Rahul Aditya et al. · Short Papers · 🏆 Outstanding Paper Award*7 citations*
32. **[Latxa: An Open Language Model and Evaluation Suite for Basque](https://aclanthology.org/2024.acl-long.799/)**Julen Etxaniz, Oscar Sainz, Naiara Perez et al. · Long Papers · 🏆 Best Resource Paper Award*7 citations*
33. **[CaMML: Context-Aware Multimodal Learner for Large Models](https://aclanthology.org/2024.acl-long.223/)**Yixin Chen, Shuai Zhang, Boran Han et al. · Long Papers · 🏆 SAC Award: Multimodality and Language Grounding to Vision, Robotics and Beyond*6 citations*
34. **[Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing?](https://aclanthology.org/2024.acl-long.789/)**Marco Gaido, Sara Papi, Matteo Negri et al. · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Machine Translation*6 citations*
35. **[Why are Sensitive Functions Hard for Transformers?](https://aclanthology.org/2024.acl-long.800/)**Michael Hahn, Mark Rofin · Long Papers · 🏆 Best Paper Award; SAC Award: Machine Learning for NLP*6 citations*
36. **[M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models](https://aclanthology.org/2024.acl-long.832/)**Wai-Chung Kwan, Xingshan Zeng, Yufei Wang et al. · Long Papers · 🏆 Outstanding Paper Award*5 citations*
37. **[VariErr NLI: Separating Annotation Error from Human Label Variation](https://md.research.elamur.ai/free/en/papers/genzel-2024-varierr-nli-separating-annotation-error/)**Leon Weber-Genzel, Siyao Peng, Marie-Catherine De Marneffe et al. · Long Papers · 🏆 SAC Award: Resources and Evaluation*5 citations · our summary*
38. **[CHECKWHY: Causal Fact Verification via Argument Structure](https://aclanthology.org/2024.acl-long.835/)**Jiasheng Si, Yibo Zhao, Yingjie Zhu et al. · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Sentiment Analysis, Stylistic Analysis, and Argument Mining*4 citations*
39. **[CausalGym: Benchmarking causal interpretability methods on linguistic tasks](https://aclanthology.org/2024.acl-long.785/)**Aryaman Arora, Dan Jurafsky, Christopher Potts · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Interpretability and Analysis of Models for NLP*4 citations*
40. **[Media Framing: A typology and Survey of Computational Approaches Across Disciplines](https://aclanthology.org/2024.acl-long.822/)**Yulia Otmakhova, Shima Khanehzar, Lea Frermann · Long Papers · 🏆 Outstanding Paper Award*4 citations*
41. **[MultiPICo: Multilingual Perspectivist Irony Corpus](https://md.research.elamur.ai/free/en/papers/casola-2024-multipico-multilingual-perspectivist-irony-corpus/)**Silvia Casola, Simona Frenda, Soda Marem Lo et al. · Long Papers · 🏆 Outstanding Paper Award*4 citations · our summary*
42. **[AI `News' Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian](https://aclanthology.org/2024.acl-long.817/)**Giovanni Puccetti, Anna Rogers, Chiara Alzetta et al. · Long Papers · 🏆 SAC Award: Multilinguality and Language Diversity*3 citations*
43. **[Causal Estimation of Memorisation Profiles](https://aclanthology.org/2024.acl-long.834/)**Pietro Lesci, Clara Meister, Thomas Hofmann et al. · Long Papers · 🏆 Best Paper Award*3 citations*
44. **[Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!](https://aclanthology.org/2024.acl-long.842/)**Zhanhui Zhou, Jie Liu, Zhichen Dong et al. · Long Papers · 🏆 Outstanding Paper Award*3 citations*
45. **[RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization](https://aclanthology.org/2024.acl-long.833/)**Jaavid J, Raj Dabre, Aswanth M et al. · Long Papers · 🏆 SAC Award: Efficient/Low-Resource Methods for NLP*3 citations*
46. **[G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation](https://aclanthology.org/2024.acl-long.821/)**Xingyuan Pan, Luyang Huang, Liyan Kang et al. · Long Papers · 🏆 Outstanding Paper Award*2 citations*
47. **[Greed is All You Need: An Evaluation of Tokenizer Inference Methods](https://aclanthology.org/2024.acl-short.73/)**Omri Uzan, Craig W. Schmidt, Chris Tanner et al. · Short Papers · 🏆 Outstanding Paper Award; SAC Award: Phonology, Morphology and Word Segmentation*2 citations*
48. **[Language Complexity and Speech Recognition Accuracy: Orthographic Complexity Hurts, Phonological Complexity Doesn't](https://aclanthology.org/2024.acl-long.827/)**Chihiro Taguchi, David Chiang · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Speech recognition, text-to-speech and spoken language understanding*2 citations*
49. **[NounAtlas: Filling the Gap in Nominal Semantic Role Labeling](https://aclanthology.org/2024.acl-long.857/)**Roberto Navigli, Marco Lo Pinto, Pasquale Silvestri et al. · Long Papers · 🏆 Outstanding Paper Award*2 citations*
50. **[On Efficient and Statistical Quality Estimation for Data Annotation](https://aclanthology.org/2024.acl-long.837/)**Jan-Christoph Klie, Juan Haladjian, Marc Kirchner et al. · Long Papers · 🏆 Outstanding Paper Award*2 citations*
51. **[Semisupervised Neural Proto-Language Reconstruction](https://aclanthology.org/2024.acl-long.788/)**Liang Lu, Peirong Xie, David Mortensen · Long Papers · 🏆 Best Paper Award*2 citations*
52. **[Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse Relations](https://md.research.elamur.ai/free/en/papers/miao-2024-discursive-socratic-questioning-evaluating-faithfulness/)**Yisong Miao, Hongfu Liu, Wenqiang Lei et al. · Long Papers · 🏆 SAC Award: Discourse and Pragmatics*1 citation · our summary*
53. **[MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning](https://aclanthology.org/2024.acl-long.380/)**Inderjeet 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 Detection](https://aclanthology.org/2024.acl-long.823/)**FangFang Li, Cheng Huang, PuZhen Su et al. · Long Papers · 🏆 Outstanding Paper Award*1 citation*
55. **[Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency Parsing](https://aclanthology.org/2024.acl-long.808/)**Behzad Shayegh, Yuqiao Wen, Lili Mou · Long Papers · 🏆 SAC Award: Syntax(Tagging, Chunking and Parsing)*1 citation*
56. **[COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation](https://aclanthology.org/2024.acl-long.686/)**Maxime Darrin, Philippe Formont, Jackie Cheung et al. · Long Papers · 🏆 SAC Award: Summarization
57. **[Distributional Inclusion Hypothesis and Quantifications: Probing for Hypernymy in Functional Distributional Semantics](https://aclanthology.org/2024.acl-long.784/)**Chun 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 Datasets](https://aclanthology.org/2024.acl-short.70/)**Amr Keleg, Walid Magdy, Sharon Goldwater · Short Papers · 🏆 Outstanding Paper Award
59. **[MAP's not dead yet: Uncovering true language model modes by conditioning away degeneracy](https://aclanthology.org/2024.acl-long.855/)**Davis 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 Models](https://aclanthology.org/2024.acl-long.815/)**Tharindu 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 Models](https://md.research.elamur.ai/free/en/papers/zheng-2024-llamafactory-unified-efficient-fine-tuning/)**Yaowei Zheng, Richong Zhang, Junhao Zhang et al. · System Demonstrations*424 citations · our summary*
2. **[Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models](https://md.research.elamur.ai/free/en/papers/maaz-2023-video-chatgpt-towards-detailed-video/)**Muhammad Maaz, Hanoona Rasheed, Salman Khan et al. · Long Papers*424 citations · our summary*
3. **[ChatDev: Communicative Agents for Software Development](https://aclanthology.org/2024.acl-long.810/)**Chen Qian, Wei Liu, Hongzhang Liu et al. · Long Papers*420 citations*
4. **[DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models](https://aclanthology.org/2024.acl-long.70/)**Damai Dai, Chengqi Deng, Chenggang Zhao et al. · Long Papers*277 citations*
5. **[LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding](https://aclanthology.org/2024.acl-long.172/)**Yushi Bai, Xin Lv, Jiajie Zhang et al. · Long Papers*161 citations*
6. **[Improving Text Embeddings with Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2024-improving-text-embeddings-large-language/)**Liang Wang, Nan Yang, Xiaolong Huang et al. · Long Papers*134 citations · our summary*
7. **[Large Language Models are not Fair Evaluators](https://aclanthology.org/2024.acl-long.511/)**Peiyi Wang, Lei Li, Liang Chen et al. · Long Papers*117 citations*
8. **[Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models](https://md.research.elamur.ai/free/en/papers/levy-2024-same-task-more-tokens-impact/)**Mosh Levy, Alon Jacoby, Yoav Goldberg · Long Papers · 🏆 Outstanding Paper Award*110 citations · our summary*
9. **[LaMP: When Large Language Models Meet Personalization](https://md.research.elamur.ai/free/en/papers/salemi-2024-lamp-when-large-language-models/)**Alireza Salemi, Sheshera Mysore, Michael Bendersky et al. · Long Papers*107 citations · our summary*
10. **[MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models](https://md.research.elamur.ai/free/en/papers/wen-2024-mindmap-knowledge-graph-prompting-sparks/)**Yilin Wen, Zifeng Wang, Jimeng Sun · Long Papers*107 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 Models](https://md.research.elamur.ai/free/en/papers/zheng-2024-llamafactory-unified-efficient-fine-tuning/)**Yaowei Zheng, Richong Zhang, Junhao Zhang et al. · System Demonstrations*424 citations · our summary*
2. **[Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models](https://md.research.elamur.ai/free/en/papers/maaz-2023-video-chatgpt-towards-detailed-video/)**Muhammad Maaz, Hanoona Rasheed, Salman Khan et al. · Long Papers*424 citations · our summary*
3. **[ChatDev: Communicative Agents for Software Development](https://aclanthology.org/2024.acl-long.810/)**Chen Qian, Wei Liu, Hongzhang Liu et al. · Long Papers*420 citations*
4. **[DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models](https://aclanthology.org/2024.acl-long.70/)**Damai Dai, Chengqi Deng, Chenggang Zhao et al. · Long Papers*277 citations*
5. **[LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding](https://aclanthology.org/2024.acl-long.172/)**Yushi Bai, Xin Lv, Jiajie Zhang et al. · Long Papers*161 citations*
6. **[Improving Text Embeddings with Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2024-improving-text-embeddings-large-language/)**Liang Wang, Nan Yang, Xiaolong Huang et al. · Long Papers*134 citations · our summary*
7. **[Large Language Models are not Fair Evaluators](https://aclanthology.org/2024.acl-long.511/)**Peiyi Wang, Lei Li, Liang Chen et al. · Long Papers*117 citations*
8. **[Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models](https://md.research.elamur.ai/free/en/papers/levy-2024-same-task-more-tokens-impact/)**Mosh Levy, Alon Jacoby, Yoav Goldberg · Long Papers · 🏆 Outstanding Paper Award*110 citations · our summary*
9. **[LaMP: When Large Language Models Meet Personalization](https://md.research.elamur.ai/free/en/papers/salemi-2024-lamp-when-large-language-models/)**Alireza Salemi, Sheshera Mysore, Michael Bendersky et al. · Long Papers*107 citations · our summary*
10. **[MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models](https://md.research.elamur.ai/free/en/papers/wen-2024-mindmap-knowledge-graph-prompting-sparks/)**Yilin Wen, Zifeng Wang, Jimeng Sun · Long Papers*107 citations · our summary*
11. **[LLM in a flash: Efficient Large Language Model Inference with Limited Memory](https://md.research.elamur.ai/free/en/papers/alizadeh-2024-llm-flash-efficient-large-language/)**Keivan Alizadeh, Seyed Iman Mirzadeh, Dmitry Belenko et al. · Long Papers*104 citations · our summary*
12. **[How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs](https://md.research.elamur.ai/free/en/papers/zeng-2024-how-johnny-can-persuade-llms/)**Yi Zeng, Hongpeng Lin, Jingwen Zhang et al. · Long Papers · 🏆 Best Social Impact Paper Award*102 citations · our summary*
13. **[RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models](https://md.research.elamur.ai/free/en/papers/niu-2024-ragtruth-hallucination-corpus-developing-trustworthy/)**Cheng Niu, Yuanhao Wu, Juno Zhu et al. · Long Papers*102 citations · our summary*
14. **[LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression](https://aclanthology.org/2024.acl-long.91/)**Huiqiang Jiang, Qianhui Wu, Xufang Luo et al. · Long Papers*99 citations*
15. **[Full Parameter Fine-tuning for Large Language Models with Limited Resources](https://md.research.elamur.ai/free/en/papers/lv-2024-full-parameter-fine-tuning-large/)**Kai Lv, Yuqing Yang, Tengxiao Liu et al. · Long Papers*96 citations · our summary*
16. **[CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges](https://md.research.elamur.ai/free/en/papers/zhang-2024-codeagent-enhancing-code-generation-tool/)**Kechi Zhang, Jia Li, Ge Li et al. · Long Papers*93 citations · our summary*
17. **[Active Prompting with Chain-of-Thought for Large Language Models](https://aclanthology.org/2024.acl-long.73/)**Shizhe Diao, Pengcheng Wang, Yong Lin et al. · Long Papers*90 citations*
18. **[Having Beer after Prayer? Measuring Cultural Bias in Large Language Models](https://md.research.elamur.ai/free/en/papers/naous-2023-having-beer-after-prayer-measuring/)**Tarek Naous, Michael J Ryan, Alan Ritter et al. · Long Papers · 🏆 Best Social Impact Paper Award*90 citations · our summary*
19. **[Evaluating Very Long-Term Conversational Memory of LLM Agents](https://aclanthology.org/2024.acl-long.747/)**Adyasha Maharana, Dong-Ho Lee, Sergey Tulyakov et al. · Long Papers*84 citations*
20. **[DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language Models](https://md.research.elamur.ai/free/en/papers/su-2024-dragin-dynamic-retrieval-augmented-generation/)**Weihang Su, Yichen Tang, Qingyao Ai et al. · Long Papers*76 citations · our summary*
21. **[DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding](https://aclanthology.org/2024.acl-long.463/)**Dongsheng Wang, Natraj Raman, Mathieu Sibue et al. · Long Papers*73 citations*
22. **[MAGE: Machine-generated Text Detection in the Wild](https://md.research.elamur.ai/free/en/papers/li-2024-mage-machine-generated-text-detection/)**Yafu Li, Qintong Li, Leyang Cui et al. · Long Papers*69 citations · our summary*
23. **[Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition](https://aclanthology.org/2024.acl-long.94/)**Zirun Guo, Tao Jin, Zhou Zhao · Long Papers*69 citations*
24. **[SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents](https://aclanthology.org/2024.acl-long.505/)**Kanzhi Cheng, Qiushi Sun, Yougang Chu et al. · Long Papers*69 citations*
25. **[The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models](https://md.research.elamur.ai/free/en/papers/li-2024-dawn-after-dark-empirical-study/)**Junyi Li, Jie Chen, Ruiyang Ren et al. · Long Papers*69 citations · our summary*

[See all 1,030 papers in ACL 2024 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acl/2024/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 Models](https://md.research.elamur.ai/free/en/papers/zheng-2024-llamafactory-unified-efficient-fine-tuning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yaowei Zheng, Richong Zhang, Junhao Zhang, et al.*2024 · 1,035 citations*
2. **[Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations](https://md.research.elamur.ai/free/en/papers/wang-2024-math-shepherd-verify-reinforce-llms/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Peiyi Wang, Lei Li, Zhihong Shao, et al.*2024 · 482 citations*
3. **[OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems](https://md.research.elamur.ai/free/en/papers/he-2024-olympiadbench-challenging-benchmark-promoting-agi/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chaoqun He, Renjie Luo, Yuzhuo Bai, et al.*2024 · 448 citations*
4. **[Improving Text Embeddings with Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2024-improving-text-embeddings-large-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Liang Wang, Nan Yang, Xiaolong Huang, et al.*2024 · 433 citations*
5. **[LaMP: When Large Language Models Meet Personalization](https://md.research.elamur.ai/free/en/papers/salemi-2024-lamp-when-large-language-models/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Alireza 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 Models](https://md.research.elamur.ai/free/en/papers/levy-2024-same-task-more-tokens-impact/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mosh Levy, Alon Jacoby, Yoav Goldberg*2024 · 212 citations*
7. **[RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models](https://md.research.elamur.ai/free/en/papers/niu-2024-ragtruth-hallucination-corpus-developing-trustworthy/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Cheng Niu, Yuanhao Wu, Juno Zhu, et al.*2024 · 204 citations*
8. **[Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning](https://md.research.elamur.ai/free/en/papers/singh-2024-aya-dataset-open-access-collection/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shivalika 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 LLMs](https://md.research.elamur.ai/free/en/papers/zeng-2024-how-johnny-can-persuade-llms/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yi Zeng, Hongpeng Lin, Jingwen Zhang, et al.*2024 · 201 citations*
10. **[LLM in a flash: Efficient Large Language Model Inference with Limited Memory](https://md.research.elamur.ai/free/en/papers/alizadeh-2024-llm-flash-efficient-large-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Keivan Alizadeh, Seyed Iman Mirzadeh, Dmitry Belenko, et al.*2024 · 192 citations*
11. **[Investigating Cultural Alignment of Large Language Models](https://md.research.elamur.ai/free/en/papers/alkhamissi-2024-investigating-cultural-alignment-large-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Badr 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 Dialogues](https://md.research.elamur.ai/free/en/papers/bai-2024-mt-bench-101-fine-grained/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ge Bai, Jie Liu, Xingyuan Bu, et al.*2024 · 171 citations*
13. **[Do Llamas Work in English? On the Latent Language of Multilingual Transformers](https://md.research.elamur.ai/free/en/papers/wendler-2024-do-llamas-work-english-latent/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chris Wendler, Veniamin Veselovsky, Giovanni Monea, et al.*2024 · 170 citations*
14. **[WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models](https://md.research.elamur.ai/free/en/papers/he-2024-webvoyager-building-end-end-web/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hongliang He, Wenlin Yao, Kaixin Ma, et al.*2024 · 168 citations*
15. **[MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models](https://md.research.elamur.ai/free/en/papers/wen-2024-mindmap-knowledge-graph-prompting-sparks/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yilin Wen, Zifeng Wang, Jimeng Sun*2024 · 157 citations*
16. **[VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks](https://md.research.elamur.ai/free/en/papers/koh-2024-visualwebarena-evaluating-multimodal-agents-realistic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jing Yu Koh, Robert Lo, Lawrence Jang, et al.*2024 · 156 citations*
17. **[LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding](https://md.research.elamur.ai/free/en/papers/elhoushi-2024-layerskip-enabling-early-exit-inference/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, et al.*2024 · 155 citations*
18. **[ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs](https://md.research.elamur.ai/free/en/papers/chen-2024-reconcile-round-table-conference-improves/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Justin Chen, Swarnadeep Saha, Mohit Bansal*2024 · 154 citations*
19. **[Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models](https://md.research.elamur.ai/free/en/papers/tang-2024-language-specific-neurons-key-multilingual/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tianyi 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 Models](https://md.research.elamur.ai/free/en/papers/li-2024-dawn-after-dark-empirical-study/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Junyi 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 Challenges](https://md.research.elamur.ai/free/en/papers/zhang-2024-codeagent-enhancing-code-generation-tool/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kechi Zhang, Jia Li, Ge Li, et al.*2024 · 147 citations*
22. **[Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding](https://md.research.elamur.ai/free/en/papers/zhang-2024-draft-verify-lossless-large-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jun Zhang, Jue Wang, Huan Li, et al.*2024 · 146 citations*
23. **[How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition](https://md.research.elamur.ai/free/en/papers/dong-2024-how-abilities-large-language-models/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Guanting Dong, Hongyi Yuan, Keming Lu, et al.*2024 · 145 citations*
24. **[Full Parameter Fine-tuning for Large Language Models with Limited Resources](https://md.research.elamur.ai/free/en/papers/lv-2024-full-parameter-fine-tuning-large/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kai 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 Models](https://md.research.elamur.ai/free/en/papers/su-2024-dragin-dynamic-retrieval-augmented-generation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Weihang Su, Yichen Tang, Qingyao Ai, et al.*2024 · 137 citations*

[See all 73 works in ACL 2024 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acl/2024/works/)

## Top topics

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

[Language models & pretraining (41)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks (10)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning (8)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language (6)](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Multilingual & cross-lingual NLP (5)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Bias, fairness & safety (5)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Machine translation (3)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Code & programming languages (3)](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Information retrieval & search (3)](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Implicature (2)](https://md.research.elamur.ai/free/en/topics/implicature/) · [Coreference resolution (2)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Sentiment & emotion (2)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Dialogue systems (2)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Efficient models & compression (2)](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [English (2)](https://md.research.elamur.ai/free/en/topics/english/)

**8 more topics**

[Discourse analysis (1)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Semantic role labeling (1)](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Summarization (1)](https://md.research.elamur.ai/free/en/topics/summarization/) · [Text generation (1)](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Speech & spoken language (1)](https://md.research.elamur.ai/free/en/topics/speech/) · [Knowledge graphs & ontologies (1)](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Idioms & multiword expressions (1)](https://md.research.elamur.ai/free/en/topics/multiword-expressions/)

## Fields

[Computer Science (73)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (66)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Psychology (4)](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Social Sciences (4)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Neuroscience (1)](https://md.research.elamur.ai/free/en/shelves/neuroscience/)

## Top authors

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

[🧑‍🔬**Lei Li**3 works here · 691 citations](https://md.research.elamur.ai/free/en/authors/lei-li/) · [🧑‍🔬**Wei Wang**3 works here · 350 citations](https://md.research.elamur.ai/free/en/authors/wei-wang/) · [🧑‍🔬**Chang Zhou**3 works here · 339 citations](https://md.research.elamur.ai/free/en/authors/chang-zhou/) · [🧑‍🔬**Jingren Zhou**3 works here · 339 citations](https://md.research.elamur.ai/free/en/authors/jingren-zhou/) · [🧑‍🔬**Jie Liu**2 works here · 619 citations](https://md.research.elamur.ai/free/en/authors/jie-liu/) · [🧑‍🔬**Peiyi Wang**2 works here · 605 citations](https://md.research.elamur.ai/free/en/authors/peiyi-wang/) · [🧑‍🔬**Runxin Xu**2 works here · 605 citations](https://md.research.elamur.ai/free/en/authors/runxin-xu/) · [🧑‍🔬**Furu Wei**2 works here · 584 citations](https://md.research.elamur.ai/free/en/authors/furu-wei/) · [🧑‍🔬**Ji-Rong Wen**2 works here · 301 citations](https://md.research.elamur.ai/free/en/authors/ji-rong-wen/) · [🧑‍🔬**Xin Zhao**2 works here · 301 citations](https://md.research.elamur.ai/free/en/authors/xin-zhao/) · [🧑‍🔬**Michael Bendersky**2 works here · 284 citations](https://md.research.elamur.ai/free/en/authors/michael-bendersky/) · [🧑‍🔬**Tong Zhang**2 works here · 270 citations](https://md.research.elamur.ai/free/en/authors/tong-zhang/)

## Top institutions

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

[🎓**Carnegie Mellon University** Pittsburgh · United States 7 works here](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**Zhejiang University** Hangzhou · China 6 works here](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) · [🔬**Shanghai Artificial Intelligence Laboratory** Shanghai · China 5 works here](https://md.research.elamur.ai/free/en/labs/shanghai-artificial-intelligence-laboratory/) · [🏢**Alibaba Group** Hangzhou · China 5 works here](https://md.research.elamur.ai/free/en/companies/alibaba-group/) · [🎓**Renmin University of China** Beijing · China 5 works here](https://md.research.elamur.ai/free/en/universities/renmin-university-of-china/) · [🎓**University of Hong Kong** Pok Fu Lam · China 5 works here](https://md.research.elamur.ai/free/en/universities/university-of-hong-kong/) · [🎓**Fudan University** Shanghai · China 4 works here](https://md.research.elamur.ai/free/en/universities/fudan-university/) · [🔬**Allen Institute for Artificial Intelligence** Seattle · United States 4 works here](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) · [🎓**Tsinghua University** Beijing · China 4 works here](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🏢**Microsoft** Redmond · United States 3 works here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🏢**Amazon** Seattle · United States 3 works here](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**University of Illinois Urbana-Champaign** Urbana · United States 3 works here](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/)

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

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