---
title: "ACL 2025 — all accepted papers with summaries and citations"
description: "All 1,966 papers of ACL 2025 · page 1 of 20, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/acl/2025/papers/"
---
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# ACL 2025: all accepted papers

1,966 papers · page 1 of 20 · the most cited first · [← ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/)

**1** [2](https://md.research.elamur.ai/free/en/venues/acl/2025/papers/page/2/) … [10](https://md.research.elamur.ai/free/en/venues/acl/2025/papers/page/10/) … [20](https://md.research.elamur.ai/free/en/venues/acl/2025/papers/page/20/) [next →](https://md.research.elamur.ai/free/en/venues/acl/2025/papers/page/2/)

1. **[Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference ↗](https://aclanthology.org/2025.acl-long.127/)**Benjamin Warner, Antoine Chaffin, Benjamin Clavié et al. · Long Papers*201 citations*
2. **[F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching](https://md.research.elamur.ai/free/en/papers/chen-2025-f5-tts-fairytaler-that-fakes/)**Yushen Chen, Zhikang Niu, Ziyang Ma et al. · Long Papers*88 citations · our summary*
3. **[Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention ↗](https://aclanthology.org/2025.acl-long.1126/)**Jingyang Yuan, Huazuo Gao, Damai Dai et al. · Long Papers · 🏆 Best Paper*87 citations*
4. **[Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation ↗](https://aclanthology.org/2025.acl-long.1381/)**Junde Wu, Jiayuan Zhu, Yunli Qi et al. · Long Papers*79 citations*
5. **[Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ↗](https://aclanthology.org/2025.acl-long.1317/)**Shijie Wang, Wenqi Fan, Yue Feng et al. · Long Papers*57 citations*
6. **[MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation ↗](https://aclanthology.org/2025.acl-long.131/)**Chia-Yuan Chang, Zhimeng Jiang, Vineeth Rakesh et al. · Long Papers*39 citations*
7. **[HalluLens: LLM Hallucination Benchmark ↗](https://aclanthology.org/2025.acl-long.1176/)**Yejin Bang, Ziwei Ji, Alan Schelten et al. · Long Papers*38 citations*
8. **[KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ↗](https://aclanthology.org/2025.acl-long.468/)**Jinhao Jiang, Kun Zhou, Wayne Xin Zhao et al. · Long Papers*36 citations*
9. **[LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks ↗](https://aclanthology.org/2025.acl-short.20/)**Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi et al. · Short Papers*36 citations*
10. **[Recent Advances in Speech Language Models: A Survey ↗](https://aclanthology.org/2025.acl-long.682/)**Wenqian Cui, Dianzhi Yu, Xiaoqi Jiao et al. · Long Papers*36 citations*
11. **[EfficientQAT: Efficient Quantization-Aware Training for Large Language Models](https://md.research.elamur.ai/free/en/papers/chen-2025-efficientqat-efficient-quantization-aware-training/)**Mengzhao Chen, Wenqi Shao, Peng Xu et al. · Long Papers*35 citations · our summary*
12. **[MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents ↗](https://aclanthology.org/2025.acl-long.421/)**Kunlun Zhu, Hongyi Du, Zhaochen Hong et al. · Long Papers*35 citations*
13. **[PlanGenLLMs: A Modern Survey of LLM Planning Capabilities ↗](https://aclanthology.org/2025.acl-long.958/)**Hui Wei, Zihao Zhang, Shenghua He et al. · Long Papers*34 citations*
14. **[Energy Considerations of Large Language Model Inference and Efficiency Optimizations ↗](https://aclanthology.org/2025.acl-long.1563/)**Jared Fernandez, Clara Na, Vashisth Tiwari et al. · Long Papers*31 citations*
15. **[Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools ↗](https://aclanthology.org/2025.acl-long.1383/)**Junde Wu, Jiayuan Zhu, Yuyuan Liu et al. · Long Papers*30 citations*
16. **[mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ↗](https://aclanthology.org/2025.acl-long.291/)**Anwen Hu, Haiyang Xu, Liang Zhang et al. · Long Papers*29 citations*
17. **[MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ↗](https://aclanthology.org/2025.acl-long.736/)**Xiang Yue, Tianyu Zheng, Yuansheng Ni et al. · Long Papers*26 citations*
18. **[LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks ↗](https://aclanthology.org/2025.acl-long.183/)**Yushi Bai, Shangqing Tu, Jiajie Zhang et al. · Long Papers*25 citations*
19. **[Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ↗](https://aclanthology.org/2025.acl-long.1476/)**Fei Wang, Xingchen Wan, Ruoxi Sun et al. · Long Papers*24 citations*
20. **[JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs ↗](https://aclanthology.org/2025.acl-long.1045/)**Junjie Chu, Yugeng Liu, Ziqing Yang et al. · Long Papers*24 citations*
21. **[SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation ↗](https://aclanthology.org/2025.acl-long.1312/)**Zijun Yao, Weijian Qi, Liangming Pan et al. · Long Papers*23 citations*
22. **[The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs ↗](https://aclanthology.org/2025.acl-long.782/)**Nitay Calderon, Roi Reichart, Rotem Dror · Long Papers*23 citations*
23. **[Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories ↗](https://aclanthology.org/2025.acl-long.1490/)**Alperen Yildiz, Sin G Teo, Yiling Lou et al. · Long Papers*21 citations*
24. **[Demystifying Small Language Models for Edge Deployment ↗](https://aclanthology.org/2025.acl-long.718/)**Zhenyan Lu, Xiang Li, Dongqi Cai et al. · Long Papers*21 citations*
25. **[Unveiling Privacy Risks in LLM Agent Memory ↗](https://aclanthology.org/2025.acl-long.1227/)**Bo Wang, Weiyi He, Shenglai Zeng et al. · Long Papers*21 citations*
26. **[Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges](https://md.research.elamur.ai/free/en/papers/ma-2025-pragmatics-era-large-language-models/)**Bolei Ma, Yuting Li, Wei Zhou et al. · Long Papers*20 citations · our summary*
27. **[People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text ↗](https://aclanthology.org/2025.acl-long.267/)**Jenna Russell, Marzena Karpinska, Mohit Iyyer · Long Papers*19 citations*
28. **[PreP-OCR: A Complete Pipeline for Document Image Restoration and Enhanced OCR Accuracy ↗](https://aclanthology.org/2025.acl-long.749/)**Shuhao Guan, Moule Lin, Cheng Xu et al. · Long Papers*19 citations*
29. **[The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents ↗](https://aclanthology.org/2025.acl-long.1435/)**Feiran Jia, Tong Wu, Xin Qin et al. · Long Papers*19 citations*
30. **[A Survey on Patent Analysis: From NLP to Multimodal AI ↗](https://aclanthology.org/2025.acl-long.419/)**Homaira Huda Shomee, Zhu Wang, Sathya N. Ravi et al. · Long Papers*18 citations*
31. **[HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases ↗](https://aclanthology.org/2025.acl-long.43/)**Meng-Chieh Lee, Qi Zhu, Costas Mavromatis et al. · Long Papers*18 citations*
32. **[LegalAgentBench: Evaluating LLM Agents in Legal Domain](https://md.research.elamur.ai/free/en/papers/li-2025-legalagentbench-evaluating-llm-agents-legal/)**Haitao Li, Junjie Chen, Jingli Yang et al. · Long Papers*18 citations · our summary*
33. **[PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference](https://md.research.elamur.ai/free/en/papers/ji-2025-pku-saferlhf-multi-level-safety/)**Jiaming Ji, Donghai Hong, Borong Zhang et al. · Long Papers*18 citations · our summary*
34. **[Proxy-Driven Robust Multimodal Sentiment Analysis with Incomplete Data ↗](https://aclanthology.org/2025.acl-long.1075/)**Aoqiang Zhu, Min Hu, Xiaohua Wang et al. · Long Papers*18 citations*
35. **[The Hidden Attention of Mamba Models ↗](https://aclanthology.org/2025.acl-long.76/)**Ameen Ali Ali, Itamar Zimerman, Lior Wolf · Long Papers*18 citations*
36. **[UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces ↗](https://aclanthology.org/2025.acl-long.1558/)**Baining Zhao, Jianjie Fang, Zichao Dai et al. · Long Papers*18 citations*
37. **[Byte Latent Transformer: Patches Scale Better Than Tokens ↗](https://aclanthology.org/2025.acl-long.453/)**Artidoro Pagnoni, Ramakanth Pasunuru, Pedro Rodriguez et al. · Long Papers · 🏆 Outstanding Paper*17 citations*
38. **[FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation ↗](https://aclanthology.org/2025.acl-long.1062/)**Qinggang Zhang, Zhishang Xiang, Yilin Xiao et al. · Long Papers*17 citations*
39. **[From Informal to Formal – Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs ↗](https://aclanthology.org/2025.acl-long.1310/)**Jialun Cao, Yaojie Lu, Meiziniu Li et al. · Long Papers*17 citations*
40. **[Learning to Generate Structured Output with Schema Reinforcement Learning ↗](https://aclanthology.org/2025.acl-long.243/)**Yaxi Lu, Haolun Li, Xin Cong et al. · Long Papers*17 citations*
41. **[RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ↗](https://aclanthology.org/2025.acl-long.418/)**Kunlun Zhu, Yifan Luo, Dingling Xu et al. · Long Papers*17 citations*
42. **[nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow ↗](https://aclanthology.org/2025.acl-long.960/)**Geliang Ouyang, Jingyao Chen, Zhihe Nie et al. · Long Papers*17 citations*
43. **[DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process ↗](https://aclanthology.org/2025.acl-long.1420/)**Minjun Zhu, Yixuan Weng, Linyi Yang et al. · Long Papers*16 citations*
44. **[Defense Against Prompt Injection Attack by Leveraging Attack Techniques ↗](https://aclanthology.org/2025.acl-long.897/)**Yulin Chen, Haoran Li, Zihao Zheng et al. · Long Papers*16 citations*
45. **[HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model ↗](https://aclanthology.org/2025.acl-long.1575/)**Mengkang Hu, Tianxing Chen, Qiguang Chen et al. · Long Papers*16 citations*
46. **[In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents ↗](https://aclanthology.org/2025.acl-long.413/)**Zhen Tan, Jun Yan, I-Hung Hsu et al. · Long Papers*16 citations*
47. **[WebWalker: Benchmarking LLMs in Web Traversal](https://md.research.elamur.ai/free/en/papers/wu-2025-webwalker-benchmarking-llms-web-traversal/)**Jialong Wu, Wenbiao Yin, Yong Jiang et al. · Long Papers*16 citations · our summary*
48. **[BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data ↗](https://aclanthology.org/2025.acl-long.999/)**Wenkai Li, Jiarui Liu, Andy Liu et al. · Long Papers*15 citations*
49. **[CityNavAgent: Aerial Vision-and-Language Navigation with Hierarchical Semantic Planning and Global Memory ↗](https://aclanthology.org/2025.acl-long.1511/)**Weichen Zhang, Chen Gao, Shiquan Yu et al. · Long Papers*15 citations*
50. **[IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection ↗](https://aclanthology.org/2025.acl-long.1494/)**Zhi Zeng, Jiaying Wu, Minnan Luo et al. · Long Papers*15 citations*
51. **[LLM Agents Making Agent Tools ↗](https://aclanthology.org/2025.acl-long.1266/)**Georg Wölflein, Dyke Ferber, Daniel Truhn et al. · Long Papers*15 citations*
52. **[LocAgent: Graph-Guided LLM Agents for Code Localization ↗](https://aclanthology.org/2025.acl-long.426/)**Zhaoling Chen, Robert Tang, Gangda Deng et al. · Long Papers*15 citations*
53. **[PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling ↗](https://aclanthology.org/2025.acl-long.55/)**Haojie Xie, Yirong Chen, Xiaofen Xing et al. · Long Papers*15 citations*
54. **[SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model ↗](https://aclanthology.org/2025.acl-long.230/)**Xun Liang, Simin Niu, Zhiyu Li et al. · Long Papers*15 citations*
55. **[SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs ↗](https://aclanthology.org/2025.acl-long.1137/)**Yige Xu, Xu Guo, Zhiwei Zeng et al. · Long Papers*15 citations*
56. **[The Impossibility of Fair LLMs ↗](https://aclanthology.org/2025.acl-long.5/)**Jacy Reese Anthis, Kristian Lum, Michael Ekstrand et al. · Long Papers*15 citations*
57. **[BIG-Bench Extra Hard ↗](https://aclanthology.org/2025.acl-long.1285/)**Mehran Kazemi, Bahare Fatemi, Hritik Bansal et al. · Long Papers*14 citations*
58. **[KazMMLU: Evaluating Language Models on Kazakh, Russian, and Regional Knowledge of Kazakhstan ↗](https://aclanthology.org/2025.acl-long.701/)**Mukhammed Togmanov, Nurdaulet Mukhituly, Diana Turmakhan et al. · Long Papers*14 citations*
59. **[MapNav: A Novel Memory Representation via Annotated Semantic Maps for VLM-based Vision-and-Language Navigation ↗](https://aclanthology.org/2025.acl-long.638/)**Lingfeng Zhang, Xiaoshuai Hao, Qinwen Xu et al. · Long Papers*14 citations*
60. **[OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models](https://md.research.elamur.ai/free/en/papers/huang-2025-opencoder-open-cookbook-top-tier/)**Siming Huang, Tianhao Cheng, Jason Klein Liu et al. · Long Papers*14 citations · our summary*
61. **[AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset ↗](https://aclanthology.org/2025.acl-long.96/)**Charles Nimo, Tobi Olatunji, Abraham Toluwase Owodunni et al. · Long Papers · 🏆 Best Social Impact Paper*13 citations*
62. **[Biased LLMs can Influence Political Decision-Making ↗](https://aclanthology.org/2025.acl-long.328/)**Jillian Fisher, Shangbin Feng, Robert Aron et al. · Long Papers*13 citations*
63. **[Can Indirect Prompt Injection Attacks Be Detected and Removed? ↗](https://aclanthology.org/2025.acl-long.890/)**Yulin Chen, Haoran Li, Yuan Sui et al. · Long Papers*13 citations*
64. **[GPT-4 as a Homework Tutor Can Improve Student Engagement and Learning Outcomes ↗](https://aclanthology.org/2025.acl-long.1502/)**Alessandro Vanzo, Sankalan Pal Chowdhury, Mrinmaya Sachan · Long Papers*13 citations*
65. **[Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation](https://md.research.elamur.ai/free/en/papers/singh-2025-global-mmlu-understanding-addressing-cultural/)**Shivalika Singh, Angelika Romanou, Clémentine Fourrier et al. · Long Papers*13 citations · our summary*
66. **[INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent ↗](https://aclanthology.org/2025.acl-long.126/)**Haohang Li, Yupeng Cao, Yangyang Yu et al. · Long Papers*13 citations*
67. **[Improve Vision Language Model Chain-of-thought Reasoning ↗](https://aclanthology.org/2025.acl-long.82/)**Ruohong Zhang, Bowen Zhang, Yanghao Li et al. · Long Papers*13 citations*
68. **[LLM-Powered Test Case Generation for Detecting Bugs in Plausible Programs ↗](https://aclanthology.org/2025.acl-long.20/)**Kaibo Liu, Zhenpeng Chen, Yiyang Liu et al. · Long Papers*13 citations*
69. **[Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System ↗](https://aclanthology.org/2025.acl-long.1368/)**Haoyang Su, Renqi Chen, Shixiang Tang et al. · Long Papers*13 citations*
70. **[MasRouter: Learning to Route LLMs for Multi-Agent Systems ↗](https://aclanthology.org/2025.acl-long.757/)**Yanwei Yue, Guibin Zhang, Boyang Liu et al. · Long Papers*13 citations*
71. **[MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System ↗](https://aclanthology.org/2025.acl-long.258/)**Jihao Zhao, Zhiyuan Ji, Zhaoxin Fan et al. · Long Papers*13 citations*
72. **[UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations ↗](https://aclanthology.org/2025.acl-long.344/)**Fengran Mo, Yifan Gao, Chuan Meng et al. · Long Papers*13 citations*
73. **[DREsS: Dataset for Rubric-based Essay Scoring on EFL Writing ↗](https://aclanthology.org/2025.acl-long.659/)**Haneul Yoo, Jieun Han, So-Yeon Ahn et al. · Long Papers*12 citations*
74. **[From Selection to Generation: A Survey of LLM-based Active Learning ↗](https://aclanthology.org/2025.acl-long.708/)**Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie et al. · Long Papers*12 citations*
75. **[G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems ↗](https://aclanthology.org/2025.acl-long.359/)**Shilong Wang, Guibin Zhang, Miao Yu et al. · Long Papers*12 citations*
76. **[HALoGEN: Fantastic LLM Hallucinations and Where to Find Them ↗](https://aclanthology.org/2025.acl-long.71/)**Abhilasha Ravichander, Shrusti Ghela, David Wadden et al. · Long Papers · 🏆 Outstanding Paper*12 citations*
77. **[LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement ↗](https://aclanthology.org/2025.acl-long.651/)**Boyi Kang, Xinfa Zhu, Zihan Zhang et al. · Long Papers*12 citations*
78. **[Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine ↗](https://aclanthology.org/2025.acl-long.266/)**Maxime Griot, Jean Vanderdonckt, Demet Yuksel et al. · Long Papers*12 citations*
79. **[ProcessBench: Identifying Process Errors in Mathematical Reasoning](https://md.research.elamur.ai/free/en/papers/zheng-2025-processbench-identifying-process-errors-mathematical/)**Chujie Zheng, Zhenru Zhang, Beichen Zhang et al. · Long Papers*12 citations · our summary*
80. **[Question Decomposition for Retrieval-Augmented Generation ↗](https://aclanthology.org/2025.acl-srw.32/)**Paul J. L. Ammann, Jonas Golde, Alan Akbik · Student Research Workshop*12 citations*
81. **[Scalable Vision Language Model Training via High Quality Data Curation ↗](https://aclanthology.org/2025.acl-long.1595/)**Hongyuan Dong, Zijian Kang, Weijie Yin et al. · Long Papers*12 citations*
82. **[TC–RAG: Turing–Complete RAG's Case study on Medical LLM Systems ↗](https://aclanthology.org/2025.acl-long.558/)**Xinke Jiang, Yue Fang, Rihong Qiu et al. · Long Papers*12 citations*
83. **[The AI Gap: How Socioeconomic Status Affects Language Technology Interactions ↗](https://aclanthology.org/2025.acl-long.914/)**Elisa Bassignana, Amanda Cercas Curry, Dirk Hovy · Long Papers · 🏆 Best Social Impact Paper*12 citations*
84. **[We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ↗](https://aclanthology.org/2025.acl-long.983/)**Runqi Qiao, Qiuna Tan, Guanting Dong et al. · Long Papers*12 citations*
85. **[CRUXEVAL-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution ↗](https://aclanthology.org/2025.acl-long.1158/)**Ruiyang Xu, Jialun Cao, Yaojie Lu et al. · Long Papers*11 citations*
86. **[Can Community Notes Replace Professional Fact-Checkers? ↗](https://aclanthology.org/2025.acl-short.42/)**Nadav Borenstein, Greta Warren, Desmond Elliott et al. · Short Papers*11 citations*
87. **[Generate First, Then Sample: Enhancing Fake News Detection with LLM-Augmented Reinforced Sampling ↗](https://aclanthology.org/2025.acl-long.1182/)**Zhao Tong, Yimeng Gu, Huidong Liu et al. · Long Papers*11 citations*
88. **[HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States ↗](https://aclanthology.org/2025.acl-long.724/)**Yilei Jiang, Xinyan Gao, Tianshuo Peng et al. · Long Papers*11 citations*
89. **[HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses ↗](https://aclanthology.org/2025.acl-long.580/)**Xinke Jiang, Ruizhe Zhang, Yongxin Xu et al. · Long Papers*11 citations*
90. **[ImpliHateVid: A Benchmark Dataset and Two-stage Contrastive Learning Framework for Implicit Hate Speech Detection in Videos ↗](https://aclanthology.org/2025.acl-long.842/)**Mohammad Zia Ur Rehman, Anukriti Bhatnagar, Omkar Kabde et al. · Long Papers*11 citations*
91. **[Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback ↗](https://aclanthology.org/2025.acl-long.636/)**Yucheng Zhou, Lingran Song, Jianbing Shen · Long Papers*11 citations*
92. **[Knowledge Boundary of Large Language Models: A Survey ↗](https://aclanthology.org/2025.acl-long.256/)**Moxin Li, Yong Zhao, Wenxuan Zhang et al. · Long Papers*11 citations*
93. **[LLMs + Persona-Plug = Personalized LLMs ↗](https://aclanthology.org/2025.acl-long.461/)**Jiongnan Liu, Yutao Zhu, Shuting Wang et al. · Long Papers*11 citations*
94. **[LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis ↗](https://aclanthology.org/2025.acl-long.912/)**Qingkai Fang, Yan Zhou, Shoutao Guo et al. · Long Papers*11 citations*
95. **[LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ↗](https://aclanthology.org/2025.acl-long.739/)**Jinhe Bi, Yujun Wang, Haokun Chen et al. · Long Papers*11 citations*
96. **[LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating ↗](https://aclanthology.org/2025.acl-long.57/)**Chao Deng, Jiale Yuan, Pi Bu et al. · Long Papers*11 citations*
97. **[Neural Topic Modeling with Large Language Models in the Loop ↗](https://aclanthology.org/2025.acl-long.70/)**Xiaohao Yang, He Zhao, Weijie Xu et al. · Long Papers*11 citations*
98. **[OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation ↗](https://aclanthology.org/2025.acl-long.709/)**Qinglin Zhang, Luyao Cheng, Chong Deng et al. · Long Papers*11 citations*
99. **[Removal of Hallucination on Hallucination: Debate-Augmented RAG ↗](https://aclanthology.org/2025.acl-long.770/)**Wentao Hu, Wengyu Zhang, Yiyang Jiang et al. · Long Papers*11 citations*
100. **[Revisit Self-Debugging with Self-Generated Tests for Code Generation ↗](https://aclanthology.org/2025.acl-long.881/)**Xiancai Chen, Zhengwei Tao, Kechi Zhang et al. · Long Papers*11 citations*

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