---
title: "ACL 2024 — all accepted papers with summaries and citations"
description: "All 1,030 papers of ACL 2024 · page 1 of 11, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/acl/2024/papers/"
---
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# ACL 2024: all accepted papers

1,030 papers · page 1 of 11 · the most cited first · [← ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/)

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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*
26. **[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*
27. **[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/)**Peiyi Wang, Lei Li, Zhihong Shao et al. · Long Papers*61 citations · our summary*
28. **[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/)**Justin Chen, Swarnadeep Saha, Mohit Bansal · Long Papers*61 citations · our summary*
29. **[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/)**Ge Bai, Jie Liu, Xingyuan Bu et al. · Long Papers*60 citations · our summary*
30. **[LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin ↗](https://aclanthology.org/2024.acl-long.106/)**Shihan Dou, Enyu Zhou, Yan Liu et al. · Long Papers*59 citations*
31. **[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/)**Hongliang He, Wenlin Yao, Kaixin Ma et al. · Long Papers*59 citations · our summary*
32. **[Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View](https://md.research.elamur.ai/free/en/papers/zhang-2024-exploring-collaboration-mechanisms-llm-agents/)**Jintian Zhang, Xin Xu, Ningyu Zhang et al. · Long Papers*57 citations · our summary*
33. **[MapCoder: Multi-Agent Code Generation for Competitive Problem Solving ↗](https://aclanthology.org/2024.acl-long.269/)**Md. Ashraful Islam, Mohammed Eunus Ali, Md Rizwan Parvez · Long Papers*56 citations*
34. **[MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation ↗](https://aclanthology.org/2024.acl-long.529/)**Jiaqi Chen, Bingqian Lin, Ran Xu et al. · Long Papers*56 citations*
35. **[SafetyBench: Evaluating the Safety of Large Language Models ↗](https://aclanthology.org/2024.acl-long.830/)**Zhexin Zhang, Leqi Lei, Lindong Wu et al. · Long Papers*56 citations*
36. **[LooGLE: Can Long-Context Language Models Understand Long Contexts?](https://md.research.elamur.ai/free/en/papers/li-2023-loogle-long-context-language-models/)**Jiaqi Li, Mengmeng Wang, Zilong Zheng et al. · Long Papers*54 citations · our summary*
37. **[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*
38. **[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/)**Guanting Dong, Hongyi Yuan, Keming Lu et al. · Long Papers*53 citations · our summary*
39. **[ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs ↗](https://aclanthology.org/2024.acl-long.809/)**Fengqing Jiang, Zhangchen Xu, Luyao Niu et al. · Long Papers*52 citations*
40. **[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*
41. **[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*
42. **[Faithful Logical Reasoning via Symbolic Chain-of-Thought](https://md.research.elamur.ai/free/en/papers/xu-2024-faithful-logical-reasoning-symbolic-chain/)**Jundong Xu, Hao Fei, Liangming Pan et al. · Long Papers*51 citations · our summary*
43. **[Investigating Cultural Alignment of Large Language Models](https://md.research.elamur.ai/free/en/papers/alkhamissi-2024-investigating-cultural-alignment-large-language/)**Badr AlKhamissi, Muhammad ElNokrashy, Mai Alkhamissi et al. · Long Papers*51 citations · our summary*
44. **[AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling](https://md.research.elamur.ai/free/en/papers/zhan-2024-anygpt-unified-multimodal-llm-discrete/)**Jun Zhan, Junqi Dai, Jiasheng Ye et al. · Long Papers*50 citations · our summary*
45. **[AutoRE: Document-Level Relation Extraction with Large Language Models ↗](https://aclanthology.org/2024.acl-demos.20/)**Lilong Xue, Dan Zhang, Yuxiao Dong et al. · System Demonstrations*50 citations*
46. **[Event-Radar: Event-driven Multi-View Learning for Multimodal Fake News Detection ↗](https://aclanthology.org/2024.acl-long.316/)**Zihan Ma, Minnan Luo, Hao Guo et al. · Long Papers*50 citations*
47. **[Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future ↗](https://aclanthology.org/2024.acl-long.65/)**Zheng Chu, Jingchang Chen, Qianglong Chen et al. · Long Papers*50 citations*
48. **[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*
49. **[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*
50. **[The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants](https://md.research.elamur.ai/free/en/papers/bandarkar-2023-belebele-benchmark-parallel-reading-comprehension/)**Lucas Bandarkar, Davis Liang, Benjamin Muller et al. · Long Papers*49 citations · our summary*
51. **[Who Wrote this Code? Watermarking for Code Generation](https://md.research.elamur.ai/free/en/papers/lee-2024-who-wrote-this-code-watermarking/)**Taehyun Lee, Seokhee Hong, Jaewoo Ahn et al. · Long Papers*48 citations · our summary*
52. **[LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding](https://md.research.elamur.ai/free/en/papers/elhoushi-2024-layerskip-enabling-early-exit-inference/)**Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich et al. · Long Papers*47 citations · our summary*
53. **[OceanGPT: A Large Language Model for Ocean Science Tasks ↗](https://aclanthology.org/2024.acl-long.184/)**Zhen Bi, Ningyu Zhang, Yida Xue et al. · Long Papers*47 citations*
54. **[Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM](https://md.research.elamur.ai/free/en/papers/cao-2024-defending-against-alignment-breaking-attacks/)**Bochuan Cao, Yuanpu Cao, Lu Lin et al. · Long Papers*46 citations · our summary*
55. **[LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts ↗](https://aclanthology.org/2024.acl-long.745/)**Helia Hashemi, Jason Eisner, Corby Rosset et al. · Long Papers*46 citations*
56. **[RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors](https://md.research.elamur.ai/free/en/papers/dugan-2024-raid-shared-benchmark-robust-evaluation/)**Liam Dugan, Alyssa Hwang, Filip Trhlík et al. · Long Papers*45 citations · our summary*
57. **[VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks](https://md.research.elamur.ai/free/en/papers/koh-2024-visualwebarena-evaluating-multimodal-agents-realistic/)**Jing Yu Koh, Robert Lo, Lawrence Jang et al. · Long Papers*45 citations · our summary*
58. **[Large Language Models Can Learn Temporal Reasoning ↗](https://aclanthology.org/2024.acl-long.563/)**Siheng Xiong, Ali Payani, Ramana Kompella et al. · Long Papers*44 citations*
59. **[Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ↗](https://aclanthology.org/2024.acl-long.331/)**Qineng Wang, Zihao Wang, Ying Su et al. · Long Papers*44 citations*
60. **[SciMON: Scientific Inspiration Machines Optimized for Novelty ↗](https://aclanthology.org/2024.acl-long.18/)**Qingyun Wang, Doug Downey, Heng Ji et al. · Long Papers*44 citations*
61. **[Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization](https://md.research.elamur.ai/free/en/papers/zhang-2024-defending-large-language-models-against/)**Zhexin Zhang, Junxiao Yang, Pei Ke et al. · Long Papers*43 citations · our summary*
62. **[GroundingGPT: Language Enhanced Multi-modal Grounding Model ↗](https://aclanthology.org/2024.acl-long.360/)**Zhaowei Li, Qi Xu, Dong Zhang et al. · Long Papers*43 citations*
63. **[VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation ↗](https://aclanthology.org/2024.acl-long.663/)**Max Ku, Dongfu Jiang, Cong Wei et al. · Long Papers*43 citations*
64. **[VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild ↗](https://aclanthology.org/2024.acl-long.673/)**Puyuan Peng, Po-Yao Huang, Shang-Wen Li et al. · Long Papers*43 citations*
65. **[Boosting Language Models Reasoning with Chain-of-Knowledge Prompting](https://md.research.elamur.ai/free/en/papers/wang-2024-boosting-language-models-reasoning-chain/)**Jianing Wang, Qiushi Sun, Xiang Li et al. · Long Papers*42 citations · our summary*
66. **[Multimodal Reasoning with Multimodal Knowledge Graph ↗](https://aclanthology.org/2024.acl-long.579/)**Junlin Lee, Yequan Wang, Jing Li et al. · Long Papers*42 citations*
67. **[ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ↗](https://aclanthology.org/2024.acl-long.386/)**Yuanhe Tian, Ruyi Gan, Yan Song et al. · Long Papers*41 citations*
68. **[InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews](https://md.research.elamur.ai/free/en/papers/wang-2024-incharacter-evaluating-personality-fidelity-role/)**Xintao Wang, Yunze Xiao, Jen-tse Huang et al. · Long Papers*41 citations · our summary*
69. **[Quantifying the Persona Effect in LLM Simulations](https://md.research.elamur.ai/free/en/papers/hu-2024-quantifying-persona-effect-llm-simulations/)**Tiancheng Hu, Nigel Collier · Long Papers*41 citations · our summary*
70. **[Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty ↗](https://aclanthology.org/2024.acl-long.198/)**Kaitlyn Zhou, Jena D. Hwang, Xiang Ren et al. · Long Papers*41 citations*
71. **[Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs ↗](https://aclanthology.org/2024.acl-long.662/)**Arash Ahmadian, Chris Cremer, Matthias Gallé et al. · Long Papers*40 citations*
72. **[Confabulation: The Surprising Value of Large Language Model Hallucinations ↗](https://aclanthology.org/2024.acl-long.770/)**Peiqi Sui, Eamon Duede, Sophie Wu et al. · Long Papers*40 citations*
73. **[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/)**Jun Zhang, Jue Wang, Huan Li et al. · Long Papers*40 citations · our summary*
74. **[Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models ↗](https://aclanthology.org/2024.acl-long.569/)**Guanming Xiong, Junwei Bao, Wen Zhao · Long Papers*40 citations*
75. **[Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models ↗](https://aclanthology.org/2024.acl-long.276/)**Jinhao Duan, Hao Cheng, Shiqi Wang et al. · Long Papers*40 citations*
76. **[AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension](https://md.research.elamur.ai/free/en/papers/yang-2024-air-bench-benchmarking-large-audio/)**Qian Yang, Jin Xu, Wenrui Liu et al. · Long Papers*39 citations · our summary*
77. **[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*
78. **[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/)**Chaoqun He, Renjie Luo, Yuzhuo Bai et al. · Long Papers*39 citations · our summary*
79. **[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*
80. **[SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding](https://md.research.elamur.ai/free/en/papers/xu-2024-safedecoding-defending-against-jailbreak-attacks/)**Zhangchen Xu, Fengqing Jiang, Luyao Niu et al. · Long Papers*38 citations · our summary*
81. **[Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models](https://md.research.elamur.ai/free/en/papers/li-2024-multimodal-arxiv-dataset-improving-scientific/)**Lei Li, Yuqi Wang, Runxin Xu et al. · Long Papers*36 citations · our summary*
82. **[AoE: Angle-optimized Embeddings for Semantic Textual Similarity ↗](https://aclanthology.org/2024.acl-long.101/)**Xianming Li, Jing Li · Long Papers*35 citations*
83. **[Are Emergent Abilities in Large Language Models just In-Context Learning? ↗](https://aclanthology.org/2024.acl-long.279/)**Sheng Lu, Irina Bigoulaeva, Rachneet Sachdeva et al. · Long Papers*35 citations*
84. **[Machine Unlearning of Pre-trained Large Language Models](https://md.research.elamur.ai/free/en/papers/yao-2024-machine-unlearning-pre-trained-large/)**Jin Yao, Eli Chien, Minxin Du et al. · Long Papers*35 citations · our summary*
85. **[CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation](https://md.research.elamur.ai/free/en/papers/tu-2024-charactereval-chinese-benchmark-role-playing/)**Quan Tu, Shilong Fan, Zihang Tian et al. · Long Papers*34 citations · our summary*
86. **[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*
87. **[Measuring Political Bias in Large Language Models: What Is Said and How It Is Said ↗](https://aclanthology.org/2024.acl-long.600/)**Yejin Bang, Delong Chen, Nayeon Lee et al. · Long Papers*33 citations*
88. **[ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition ↗](https://aclanthology.org/2024.acl-long.623/)**Lu Ye, Ze Tao, Yong Huang et al. · Long Papers*32 citations*
89. **[ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models ↗](https://aclanthology.org/2024.acl-long.63/)**Aparna Elangovan, Ling Liu, Lei Xu et al. · Long Papers*32 citations*
90. **[Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering ↗](https://aclanthology.org/2024.acl-long.397/)**Zhengliang Shi, Shuo Zhang, Weiwei Sun et al. · Long Papers*32 citations*
91. **[Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness ↗](https://aclanthology.org/2024.acl-long.283/)**Jiuhai Chen, Jonas Mueller · Long Papers*32 citations*
92. **[SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph ↗](https://aclanthology.org/2024.acl-long.238/)**Hanzhu Chen, Xu Shen, Qitan Lv et al. · Long Papers*32 citations*
93. **[XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval](https://md.research.elamur.ai/free/en/papers/khan-2024-xcodeeval-execution-based-large-scale/)**Mohammad Abdullah Matin Khan, M Saiful Bari, Xuan Long Do et al. · Long Papers*32 citations · our summary*
94. **[Disinformation Capabilities of Large Language Models ↗](https://aclanthology.org/2024.acl-long.793/)**Ivan Vykopal, Matúš Pikuliak, Ivan Srba et al. · Long Papers*31 citations*
95. **[FineSurE: Fine-grained Summarization Evaluation using LLMs](https://md.research.elamur.ai/free/en/papers/song-2024-finesure-fine-grained-summarization-evaluation/)**Hwanjun Song, Hang Su, Igor Shalyminov et al. · Long Papers*31 citations · our summary*
96. **[KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction ↗](https://aclanthology.org/2024.acl-long.475/)**Zixuan Li, Yutao Zeng, Yuxin Zuo et al. · Long Papers*31 citations*
97. **[On Context Utilization in Summarization with Large Language Models ↗](https://aclanthology.org/2024.acl-long.153/)**Mathieu Ravaut, Aixin Sun, Nancy Chen et al. · Long Papers*31 citations*
98. **[Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training ↗](https://aclanthology.org/2024.acl-long.540/)**Feiteng Fang, Yuelin Bai, Shiwen Ni et al. · Long Papers*30 citations*
99. **[Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement](https://md.research.elamur.ai/free/en/papers/xu-2024-pride-prejudice-llm-amplifies-self/)**Wenda Xu, Guanglei Zhu, Xuandong Zhao et al. · Long Papers*30 citations · our summary*
100. **[ReFT: Reasoning with Reinforced Fine-Tuning](https://md.research.elamur.ai/free/en/papers/trung-2024-reft-reasoning-reinforced-fine-tuning/)**Luong Trung, Xinbo Zhang, Zhanming Jie et al. · Long Papers*30 citations · our summary*

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