---
title: "EMNLP 2025 — all accepted papers — the most cited first"
description: "All 2,086 papers of EMNLP 2025 · page 1 of 21, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/emnlp/2025/papers/"
---
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# EMNLP 2025: all accepted papers

2,086 papers · page 1 of 21 · the most cited first · [← EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/)

**1** [2](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/2/) … [10](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/10/) … [21](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/21/) [next →](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/2/)

1. **[From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge ↗](https://aclanthology.org/2025.emnlp-main.138/)**Dawei Li, Bohan Jiang, Liangjie Huang et al.*111 citations*
2. **[s1: Simple test-time scaling](https://md.research.elamur.ai/free/en/papers/muennighoff-2025-s1-simple-test-time-scaling/)**Niklas Muennighoff, Zitong Yang, Weijia Shi et al.*73 citations · our summary*
3. **[Search-o1: Agentic Search-Enhanced Large Reasoning Models](https://md.research.elamur.ai/free/en/papers/li-2025-search-o1-agentic-search-enhanced/)**Xiaoxi Li, Guanting Dong, Jiajie Jin et al.*48 citations · our summary*
4. **[Depression Detection on Social Media with Large Language Models ↗](https://aclanthology.org/2025.emnlp-industry.151/)**Xiaochong Lan, Zhiguang Han, Yiming Cheng et al. · Industry Track*39 citations*
5. **[MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.143/)**Shrey Pandit, Jiawei Xu, Junyuan Hong et al.*28 citations*
6. **[Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities ↗](https://aclanthology.org/2025.emnlp-main.1249/)**Chuangtao Ma, Yongrui Chen, Tianxing Wu et al.*27 citations*
7. **[OG-RAG: Ontology-grounded retrieval-augmented generation for large language models](https://md.research.elamur.ai/free/en/papers/sharma-2025-og-rag-ontology-grounded-retrieval/)**Kartik Sharma, Peeyush Kumar, Yunqing Li*25 citations · our summary*
8. **[Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey ↗](https://aclanthology.org/2025.emnlp-main.40/)**Tianxin Xie, Yan Rong, Pengfei Zhang et al.*24 citations*
9. **[Stop Looking for “Important Tokens” in Multimodal Language Models: Duplication Matters More ↗](https://aclanthology.org/2025.emnlp-main.505/)**Zichen Wen, Yifeng Gao, Shaobo Wang et al.*22 citations*
10. **[A Systematic Survey of Automatic Prompt Optimization Techniques ↗](https://aclanthology.org/2025.emnlp-main.1681/)**Kiran Ramnath, Kang Zhou, Sheng Guan et al.*21 citations*
11. **[DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments](https://md.research.elamur.ai/free/en/papers/zheng-2025-deepresearcher-scaling-deep-research-reinforcement/)**Yuxiang Zheng, Dayuan Fu, Xiangkun Hu et al.*21 citations · our summary*
12. **[SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition ↗](https://aclanthology.org/2025.emnlp-main.19/)**Zechen Li, Shohreh Deldari, Linyao Chen et al.*21 citations*
13. **[Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data ↗](https://aclanthology.org/2025.emnlp-main.1247/)**Shenglai Zeng, Jiankun Zhang, Pengfei He et al.*20 citations*
14. **[Chat-Driven Text Generation and Interaction for Person Retrieval ↗](https://aclanthology.org/2025.emnlp-main.266/)**Zequn Xie, Chuxin Wang, Yeqiang Wang et al.*19 citations*
15. **[Memory OS of AI Agent ↗](https://aclanthology.org/2025.emnlp-main.1318/)**Jiazheng Kang, Mingming Ji, Zhe Zhao et al.*19 citations*
16. **[Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment ↗](https://aclanthology.org/2025.emnlp-demos.14/)**Saizhuo Wang, Hang Yuan, Leon Zhou et al. · System Demonstrations*17 citations*
17. **[CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation](https://md.research.elamur.ai/free/en/papers/shen-2025-codi-compressing-chain-thought-into/)**Zhenyi Shen, Hanqi Yan, Linhai Zhang et al.*17 citations · our summary*
18. **[MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors ↗](https://aclanthology.org/2025.emnlp-main.11/)**Jakub Macina, Nico Daheim, Ido Hakimi et al.*17 citations*
19. **[Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance ↗](https://aclanthology.org/2025.emnlp-main.1360/)**Omer Nahum, Nitay Calderon, Orgad Keller et al.*16 citations*
20. **[From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery ↗](https://aclanthology.org/2025.emnlp-main.895/)**Tianshi Zheng, Zheye Deng, Hong Ting Tsang et al.*16 citations*
21. **[ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model ↗](https://aclanthology.org/2025.emnlp-main.273/)**Zhongyi Zhou, Yichen Zhu, Minjie Zhu et al.*15 citations*
22. **[Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance ↗](https://aclanthology.org/2025.emnlp-main.9/)**Branislav Pecher, Ivan Srba, Maria Bielikova*15 citations*
23. **[Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification ↗](https://aclanthology.org/2025.emnlp-main.1771/)**Boyang Zhang, Yicong Tan, Yun Shen et al.*14 citations*
24. **[Can LLMs be Good Graph Judge for Knowledge Graph Construction? ↗](https://aclanthology.org/2025.emnlp-main.554/)**Haoyu Huang, Chong Chen, Zeang Sheng et al.*14 citations*
25. **[TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning ↗](https://aclanthology.org/2025.emnlp-main.710/)**Xiaohan Yu, Pu Jian, Chong Chen*14 citations*
26. **[ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents ↗](https://aclanthology.org/2025.emnlp-main.464/)**Qiuchen Wang, Ruixue Ding, Zehui Chen et al.*14 citations*
27. **[A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality ↗](https://aclanthology.org/2025.emnlp-main.420/)**Hanbo Huang, Yihan Li, Bowen Jiang et al.*13 citations*
28. **[Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation ↗](https://aclanthology.org/2025.emnlp-main.511/)**Simin Chen, Yiming Chen, Zexin Li et al.*13 citations*
29. **[FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models ↗](https://aclanthology.org/2025.emnlp-main.338/)**Hengxing Cai, Jinhan Dong, Jingjun Tan et al.*13 citations*
30. **[OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain ↗](https://aclanthology.org/2025.emnlp-main.292/)**Shuting Wang, Jiejun Tan, Zhicheng Dou et al.*13 citations*
31. **[Retrieval-Augmented Generation with Estimation of Source Reliability ↗](https://aclanthology.org/2025.emnlp-main.1738/)**Jeongyeon Hwang, Junyoung Park, Hyejin Park et al.*13 citations*
32. **[M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2025.emnlp-main.128/)**ChengYan Wu, Bolei Ma, Yihong Liu et al.*12 citations*
33. **[MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol ↗](https://aclanthology.org/2025.emnlp-main.62/)**Huihao Jing, Haoran Li, Wenbin Hu et al.*12 citations*
34. **[PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides ↗](https://aclanthology.org/2025.emnlp-main.728/)**Hao Zheng, Xinyan Guan, Hao Kong et al.*12 citations*
35. **[TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text ↗](https://aclanthology.org/2025.emnlp-main.334/)**Songshuo Lu, Hua Wang, Yutian Rong et al.*12 citations*
36. **[ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration ↗](https://aclanthology.org/2025.emnlp-main.335/)**Haozhan Shen, Kangjia Zhao, Tiancheng Zhao et al.*12 citations*
37. **[CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists ↗](https://aclanthology.org/2025.emnlp-main.796/)**Yukyung Lee, JoongHoon Kim, Jaehee Kim et al.*11 citations*
38. **[Continual Learning of Large Language Models ↗](https://aclanthology.org/2025.emnlp-tutorials.7/)**Tongtong Wu, Trang Vu, Linhao Luo et al. · Tutorial Abstracts*11 citations*
39. **[ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge ↗](https://aclanthology.org/2025.emnlp-main.739/)**Chaoyue He, Xin Zhou, Yi Wu et al.*11 citations*
40. **[LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1523/)**Takumi Shibata, Yuichi Miyamura*11 citations*
41. **[LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval ↗](https://aclanthology.org/2025.emnlp-main.1280/)**Yuan Chiang, Elvis Hsieh, Chia-Hong Chou et al.*11 citations*
42. **[OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework ↗](https://aclanthology.org/2025.emnlp-demos.48/)**Jian Hu, Xibin Wu, Wei Shen et al. · System Demonstrations*11 citations*
43. **[CARD: Cross-modal Agent Framework for Generative and Editable Residential Design ↗](https://aclanthology.org/2025.emnlp-main.473/)**Pengyu Zeng, Jun Yin, Miao Zhang et al.*10 citations*
44. **[FinMTEB: Finance Massive Text Embedding Benchmark ↗](https://aclanthology.org/2025.emnlp-main.179/)**Yixuan Tang, Yi Yang*10 citations*
45. **[LIDDIA: Language-based Intelligent Drug Discovery Agent ↗](https://aclanthology.org/2025.emnlp-main.603/)**Reza Averly, Frazier N. Baker, Ian A Watson et al.*10 citations*
46. **[Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition ↗](https://aclanthology.org/2025.emnlp-main.83/)**Xuemei Tang, Xufeng Duan, Zhenguang Cai*10 citations*
47. **[MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation](https://md.research.elamur.ai/free/en/papers/xuan-2025-mmlu-prox-multilingual-benchmark-advanced/)**Weihao Xuan, Rui Yang, Heli Qi et al.*10 citations · our summary*
48. **[Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge ↗](https://aclanthology.org/2025.emnlp-main.583/)**Tianhao Wu, Weizhe Yuan, Olga Golovneva et al.*10 citations*
49. **[SolEval: Benchmarking Large Language Models for Repository-level Solidity Smart Contract Generation ↗](https://aclanthology.org/2025.emnlp-main.218/)**Zhiyuan Peng, Xin Yin, Rui Qian et al.*10 citations*
50. **[Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey ↗](https://aclanthology.org/2025.emnlp-main.514/)**Chih-Kai Yang, Neo S. Ho, Hung-yi Lee*10 citations*
51. **[Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models ↗](https://aclanthology.org/2025.emnlp-main.1216/)**Xie Zhifei, Mingbao Lin, Zihang Liu et al.*9 citations*
52. **[CLLMate: A Multimodal Benchmark for Weather and Climate Events Forecasting ↗](https://aclanthology.org/2025.emnlp-main.886/)**Haobo Li, Zhaowei Wang, Jiachen Wang et al.*9 citations*
53. **[Hallucination Detection in LLMs Using Spectral Features of Attention Maps ↗](https://aclanthology.org/2025.emnlp-main.1239/)**Jakub Binkowski, Denis Janiak, Albert Sawczyn et al.*9 citations*
54. **[Humanizing Machines: Rethinking LLM Anthropomorphism Through a Multi-Level Framework of Design ↗](https://aclanthology.org/2025.emnlp-main.164/)**Yunze Xiao, Lynnette Hui Xian Ng, Jiarui Liu et al.*9 citations*
55. **[IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents ↗](https://aclanthology.org/2025.emnlp-main.53/)**Hengyu An, Jinghuai Zhang, Tianyu Du et al.*9 citations*
56. **[Position: LLMs Can be Good Tutors in English Education ↗](https://aclanthology.org/2025.emnlp-main.885/)**Jingheng Ye, Shen Wang, Deqing Zou et al.*9 citations*
57. **[SimpleDoc: Multi-Modal Document Understanding with Dual-Cue Page Retrieval and Iterative Refinement ↗](https://aclanthology.org/2025.emnlp-main.1443/)**Chelsi Jain, Yiran Wu, Yifan Zeng et al.*9 citations*
58. **[TokenSkip: Controllable Chain-of-Thought Compression in LLMs](https://md.research.elamur.ai/free/en/papers/xia-2025-tokenskip-controllable-chain-thought-compression/)**Heming Xia, Chak Tou Leong, Wenjie Wang et al.*9 citations · our summary*
59. **[Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.98/)**Xuyang Liu, Yiyu Wang, Junpeng Ma et al.*9 citations*
60. **[CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space ↗](https://aclanthology.org/2025.emnlp-main.630/)**Yong Zhao, Kai Xu, Zhengqiu Zhu et al.*8 citations*
61. **[Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive-$k$ ↗](https://aclanthology.org/2025.emnlp-main.1017/)**Chihiro Taguchi, Seiji Maekawa, Nikita Bhutani*8 citations*
62. **[Foot-In-The-Door: A Multi-turn Jailbreak for LLMs ↗](https://aclanthology.org/2025.emnlp-main.100/)**Zixuan Weng, Xiaolong Jin, Jinyuan Jia et al.*8 citations*
63. **[From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations ↗](https://aclanthology.org/2025.emnlp-main.277/)**Shenghan Wu, Yimo Zhu, Wynne Hsu et al.*8 citations*
64. **[HyperKGR: Knowledge Graph Reasoning in Hyperbolic Space with Graph Neural Network Encoding Symbolic Path ↗](https://aclanthology.org/2025.emnlp-main.1279/)**Lihui Liu*8 citations*
65. **[Large Language Models Do Multi-Label Classification Differently ↗](https://aclanthology.org/2025.emnlp-main.126/)**Marcus Ma, Georgios Chochlakis, Niyantha Maruthu Pandiyan et al.*8 citations*
66. **[MMDocIR: Benchmarking Multimodal Retrieval for Long Documents ↗](https://aclanthology.org/2025.emnlp-main.1576/)**Kuicai Dong, Yujing Chang, Derrick Goh Xin Deik et al.*8 citations*
67. **[Can Large Language Models Unlock Novel Scientific Research Ideas? ↗](https://aclanthology.org/2025.emnlp-main.1704/)**Sandeep Kumar, Tirthankar Ghosal, Vinayak Goyal et al.*7 citations*
68. **[DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation ↗](https://aclanthology.org/2025.emnlp-main.58/)**Ziming You, Yumiao Zhang, Dexuan Xu et al.*7 citations*
69. **[EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety ↗](https://aclanthology.org/2025.emnlp-main.594/)**Jiahao Qiu, Yinghui He, Xinzhe Juan et al.*7 citations*
70. **[Empowering GraphRAG with Knowledge Filtering and Integration ↗](https://aclanthology.org/2025.emnlp-main.1293/)**Kai Guo, Harry Shomer, Shenglai Zeng et al.*7 citations*
71. **[Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs ↗](https://aclanthology.org/2025.emnlp-main.1006/)**Andong Hua, Kenan Tang, Chenhe Gu et al.*7 citations*
72. **[How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark](https://md.research.elamur.ai/free/en/papers/yang-2025-llm-reasoning-distracted-irrelevant-context/)**Minglai Yang, Ethan Huang, Liang Zhang et al.*7 citations · our summary*
73. **[HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning ↗](https://aclanthology.org/2025.emnlp-main.730/)**Xingyu Tan, Xiaoyang Wang, Qing Liu et al.*7 citations*
74. **[InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering ↗](https://aclanthology.org/2025.emnlp-main.365/)**Zihan Wang, Zihan Liang, Zhou Shao et al.*7 citations*
75. **[Interpretable Text Embeddings and Text Similarity Explanation: A Survey ↗](https://aclanthology.org/2025.emnlp-main.1135/)**Juri Opitz, Lucas Moeller, Andrianos Michail et al.*7 citations*
76. **[Logos as a Well-Tempered Pre-train for Sign Language Recognition ↗](https://aclanthology.org/2025.emnlp-main.1238/)**Ilya Ovodov, Petr Surovtsev, Karina Kvanchiani et al.*7 citations*
77. **[M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework ↗](https://aclanthology.org/2025.emnlp-main.469/)**Yew Ken Chia, Liying Cheng, Hou Pong Chan et al.*7 citations*
78. **[Mind the Value-Action Gap: Do LLMs Act in Alignment with Their Values? ↗](https://aclanthology.org/2025.emnlp-main.154/)**Hua Shen, Nicholas Clark, Tanu Mitra · 🏆 Outstanding Paper*7 citations*
79. **[MultiAgentESC: A LLM-based Multi-Agent Collaboration Framework for Emotional Support Conversation ↗](https://aclanthology.org/2025.emnlp-main.232/)**Yangyang Xu, Jinpeng Hu, Zhuoer Zhao et al.*7 citations*
80. **[ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks ↗](https://aclanthology.org/2025.emnlp-main.808/)**Heng Zhou, Hejia Geng, Xiangyuan Xue et al. · 🏆 SAC Highlight Award*7 citations*
81. **[Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection ↗](https://aclanthology.org/2025.emnlp-main.1215/)**Jingbiao Mei, Jinghong Chen, Guangyu Yang et al.*7 citations*
82. **[Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching ↗](https://aclanthology.org/2025.emnlp-main.1236/)**Simon A. Aytes, Jinheon Baek, Sung Ju Hwang*7 citations*
83. **[SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design ↗](https://aclanthology.org/2025.emnlp-main.458/)**Wenxin Tang, Jingyu Xiao, Wenxuan Jiang et al.*7 citations*
84. **[TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection ↗](https://aclanthology.org/2025.emnlp-main.284/)**Zehong Yan, Peng Qi, Wynne Hsu et al.*7 citations*
85. **[Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning ↗](https://aclanthology.org/2025.emnlp-main.1428/)**Ziyang Wang, Jaehong Yoon, Shoubin Yu et al.*7 citations*
86. **[WebInject: Prompt Injection Attack to Web Agents ↗](https://aclanthology.org/2025.emnlp-main.104/)**Xilong Wang, John Bloch, Zedian Shao et al.*7 citations*
87. **[A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making ↗](https://aclanthology.org/2025.emnlp-main.1071/)**Chung-Nan Tsai, Xin Wang, Cheng-Hsiung Lee et al.*6 citations*
88. **[ASTRA: A Negotiation Agent with Adaptive and Strategic Reasoning via Tool-integrated Action for Dynamic Offer Optimization ↗](https://aclanthology.org/2025.emnlp-main.821/)**Deuksin Kwon, Jiwon Hae, Emma Clift et al.*6 citations*
89. **[AccessEval: Benchmarking Disability Bias in Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1653/)**Srikant Panda, Amit Agarwal, Hitesh Laxmichand Patel · 🏆 Social Impact Award*6 citations*
90. **[AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis ↗](https://aclanthology.org/2025.emnlp-demos.5/)**Callie C. Liao, Duoduo Liao, Sai Surya Gadiraju · System Demonstrations*6 citations*
91. **[Alignment for Efficient Tool Calling of Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.898/)**Hongshen Xu, Zihan Wang, Zichen Zhu et al.*6 citations*
92. **[AmpleHate: Amplifying the Attention for Versatile Implicit Hate Detection ↗](https://aclanthology.org/2025.emnlp-main.1469/)**Yejin Lee, Joonghyuk Hahn, Hyeseon Ahn et al.*6 citations*
93. **[Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards ↗](https://aclanthology.org/2025.emnlp-industry.54/)**Manveer Singh Tamber, Forrest Sheng Bao, Chenyu Xu et al. · Industry Track*6 citations*
94. **[CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling ↗](https://aclanthology.org/2025.emnlp-main.275/)**Jihai Zhang, Xiaoye Qu, Tong Zhu et al.*6 citations*
95. **[CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation ↗](https://aclanthology.org/2025.emnlp-industry.15/)**Nicolas Bougie, Narimawa Watanabe · Industry Track*6 citations*
96. **[Creativity in LLM-based Multi-Agent Systems: A Survey ↗](https://aclanthology.org/2025.emnlp-main.1403/)**Yi-Cheng Lin, Kang-Chieh Chen, Zhe-Yan Li et al.*6 citations*
97. **[D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering ↗](https://aclanthology.org/2025.emnlp-main.1793/)**Guangze Gao, Zixuan Li, Chunfeng Yuan et al.*6 citations*
98. **[Does quantization affect models' performance on long-context tasks? ↗](https://aclanthology.org/2025.emnlp-main.479/)**Anmol Mekala, Anirudh Atmakuru, Yixiao Song et al.*6 citations*
99. **[ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents ↗](https://aclanthology.org/2025.emnlp-main.811/)**Navid Madani, Rohini Srihari*6 citations*
100. **[GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models ↗](https://aclanthology.org/2025.emnlp-main.287/)**Jixiao Zhang, Chunsheng Zuo*6 citations*

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