year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | EMNLP | WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback | Minda Hu; Tianqing Fang; Jianshu Zhang; Jun-Yu Ma; Zhisong Zhang; Jingyan Zhou; Hongming Zhang; Haitao Mi; Dong Yu; Irwin King | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.276/ | emnlp2025.csv |
2,025 | EMNLP | Interesting Culture: Social Relation Recognition from Videos via Culture De-confounding | Yuxuan Zhang; Yangfu Zhu; Haorui Wang; Bin Wu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.277/ | emnlp2025.csv |
2,025 | EMNLP | ThinkSwitcher: When to Think Hard, When to Think Fast | Guosheng Liang; Longguang Zhong; Ziyi Yang; Xiaojun Quan | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.278/ | emnlp2025.csv |
2,025 | EMNLP | MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG | Nguyen Manh Hieu; Vu Lam Anh; Hung Pham Van; Nam Le Hai; Linh Ngo Van; Nguyen Thi Ngoc Diep; Thien Huu Nguyen | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.279/ | emnlp2025.csv |
2,025 | EMNLP | LexTime: A Benchmark for Temporal Ordering of Legal Events | Claire Barale; Leslie Barrett; Vikram Sunil Bajaj; Michael Rovatsos | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.280/ | emnlp2025.csv |
2,025 | EMNLP | Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation | Shiwen Zhang; Lingxiang Wang; Hainan Zhang; Ziwei Wang; Sijia Wen; Zhiming Zheng | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.281/ | emnlp2025.csv |
2,025 | EMNLP | X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Jailbreak Attacks without Compromising Usability | Xiaoya Lu; Dongrui Liu; Yi Yu; Luxin Xu; Jing Shao | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.282/ | emnlp2025.csv |
2,025 | EMNLP | Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack | Sagiv Antebi; Edan Habler; Asaf Shabtai; Yuval Elovici | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.283/ | emnlp2025.csv |
2,025 | EMNLP | EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation | Xinyi Mou; Chen Qian; Wei Liu; Ling Yan; Yao Hu; Xuanjing Huang; Zhongyu Wei | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.284/ | emnlp2025.csv |
2,025 | EMNLP | Revealing the Inherent Instructability of Pre-Trained Language Models | Seokhyun An; Minji Kim; Hyounghun Kim | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.285/ | emnlp2025.csv |
2,025 | EMNLP | What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse | Shijia Zhou; Siyao Peng; Simon M. Luebke; Jörg Haßler; Mario Haim; Saif M. Mohammad; Barbara Plank | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.286/ | emnlp2025.csv |
2,025 | EMNLP | Rethinking Personality Assessment from Human-Agent Dialogues: Fewer Rounds May Be Better Than More | Baiqiao Zhang; Zhifeng Liao; Xiangxian Li; Chao Zhou; Juan Liu; Xiaojuan Ma; Yulong Bian | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.287/ | emnlp2025.csv |
2,025 | EMNLP | TailorRPA: A Retrieval-Based Framework for Eliciting Personalized and Coherent Role-Playing Agents in General Domain | Zhenpeng Gao; Xiaofen Xing; Xiangmin Xu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.288/ | emnlp2025.csv |
2,025 | EMNLP | SCE: Semantic Consistency Enhanced Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning | Yanwen Huang; Yao Liu; Qiao Liu; Rui Hou; Tingting Dai | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.289/ | emnlp2025.csv |
2,025 | EMNLP | ReGraphRAG: Reorganizing Fragmented Knowledge Graphs for Multi-Perspective Retrieval-Augmented Generation | Soohyeong Kim; Seok Jun Hwang; JungHyoun Kim; Jeonghyeon Park; Yong Suk Choi | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.290/ | emnlp2025.csv |
2,025 | EMNLP | GASE: Generatively Augmented Sentence Encoding | Manuel Frank; Haithem Afli | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.291/ | emnlp2025.csv |
2,025 | EMNLP | The “r” in “woman” stands for rights. Auditing LLMs in Uncovering Social Dynamics in Implicit Misogyny | Arianna Muti; Chris Emmery; Debora Nozza; Alberto Barrón-Cedeño; Tommaso Caselli | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.292/ | emnlp2025.csv |
2,025 | EMNLP | Fact Verification on Knowledge Graph via Programmatic Graph Reasoning | Yuanzhen Hao; Desheng Wu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.293/ | emnlp2025.csv |
2,025 | EMNLP | Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents | Tianmi Ma; Jiawei Du; Wenxin Huang; Wenjie Wang; Liang Xie; Xian Zhong; Joey Tianyi Zhou | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.294/ | emnlp2025.csv |
2,025 | EMNLP | Why We Feel What We Feel: Joint Detection of Emotions and Their Opinion Triggers in E-commerce | Arnav Attri; Anuj Attri; Suman Banerjee; Amey Patil; Muthusamy Chelliah; Nikesh Garera; Pushpak Bhattacharyya | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.295/ | emnlp2025.csv |
2,025 | EMNLP | Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation | Jan Cegin; Branislav Pecher; Jakub Simko; Ivan Srba; Maria Bielikova; Peter Brusilovsky | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.296/ | emnlp2025.csv |
2,025 | EMNLP | BanglaByT5: Byte-Level Modelling for Bangla | Pramit Bhattacharyya; Arnab Bhattacharya | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.297/ | emnlp2025.csv |
2,025 | EMNLP | XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments | Tien Phat Nguyen; Ngo Vu Minh; Tung Nguyen; Linh Ngo Van; Duc Anh Nguyen; Dinh Viet Sang; Trung Le | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.298/ | emnlp2025.csv |
2,025 | EMNLP | CodeContests+: High-Quality Test Case Generation for Competitive Programming | Zihan Wang; Siyao Liu; Yang Sun; Ming Ding; Hongyan Li | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.299/ | emnlp2025.csv |
2,025 | EMNLP | SPO: Self Preference Optimization with Self Regularization | Yuhao Sun; Yifan Zhang; Quandong Wang; Qinzhuo Wu; Wei Liu; Jian Luan | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.300/ | emnlp2025.csv |
2,025 | EMNLP | Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps | Yijiong Yu; Zhixiao Qi; Yongfeng Huang; Wei Wang; Weifeng.liu; Ran Chen; Ji Pei | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.301/ | emnlp2025.csv |
2,025 | EMNLP | Benchmarking Critical Questions Generation: A Challenging Reasoning Task for Large Language Models | Blanca Calvo Figueras; Rodrigo Agerri | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.302/ | emnlp2025.csv |
2,025 | EMNLP | ResearchArena: Benchmarking Large Language Models’ Ability to Collect and Organize Information as Research Agents | Hao Kang; Chenyan Xiong | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.303/ | emnlp2025.csv |
2,025 | EMNLP | LLMs are Privacy Erasable | Zipeng Ye; Wenjian Luo | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.304/ | emnlp2025.csv |
2,025 | EMNLP | How Good are LLM-based Rerankers? An Empirical Analysis of State-of-the-Art Reranking Models | Abdelrahman Abdallah; Bhawna Piryani; Jamshid Mozafari; Mohammed Ali; Adam Jatowt | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.305/ | emnlp2025.csv |
2,025 | EMNLP | DeAR: Dual-Stage Document Reranking with Reasoning Agents via LLM Distillation | Abdelrahman Abdallah; Jamshid Mozafari; Bhawna Piryani; Adam Jatowt | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.306/ | emnlp2025.csv |
2,025 | EMNLP | CANDY: Benchmarking LLMs’ Limitations and Assistive Potential in Chinese Misinformation Fact-Checking | Ruiling Guo; Xinwei Yang; Chen Huang; Tong Zhang; Yong Hu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.307/ | emnlp2025.csv |
2,025 | EMNLP | E-Verify: A Paradigm Shift to Scalable Embedding-based Factuality Verification | Zeyang Liu; Jingfeng Xue; Xiuqi Yang; Wenbiao Du; Jiarun Fu; Junbao Chen; Wenjie Guo; Yong Wang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.308/ | emnlp2025.csv |
2,025 | EMNLP | LLM Jailbreak Detection for (Almost) Free! | Guorui Chen; Yifan Xia; Xiaojun Jia; Zhijiang Li; Philip Torr; Jindong Gu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.309/ | emnlp2025.csv |
2,025 | EMNLP | When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning | Xiaoyun Zhang; Jingqing Ruan; Xing Ma; Yawen Zhu; Haodong Zhao; Hao Li; Jiansong Chen; Ke Zeng; Xunliang Cai | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.310/ | emnlp2025.csv |
2,025 | EMNLP | Plugging Schema Graph into Multi-Table QA: A Human-Guided Framework for Reducing LLM Reliance | Xixi Wang; Miguel Costa; Jordanka Kovaceva; Shuai Wang; Francisco C. Pereira | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.311/ | emnlp2025.csv |
2,025 | EMNLP | Evolution in Simulation: AI-Agent School with Dual Memory for High-Fidelity Educational Dynamics | Sheng Jin; Haoming Wang; Zhiqi Gao; Yongbo Yang; Bao Chunjia; Chengliang Wang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.312/ | emnlp2025.csv |
2,025 | EMNLP | Retrieval-Augmented Machine Translation with Unstructured Knowledge | Jiaan Wang; Fandong Meng; Yingxue Zhang; Jie Zhou | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.313/ | emnlp2025.csv |
2,025 | EMNLP | MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation | Chenghao Yang; Yinbo Luo; Zhoufutu Wen; Qi Chu; Tao Gong; Longxiang Liu; Kaiyuan Zhang; Jianpeng Jiao; Ge Zhang; Wenhao Huang; Nenghai Yu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.314/ | emnlp2025.csv |
2,025 | EMNLP | UTMath: A Benchmark for Math Evaluation with Unit Test | Bo Yang; Qingping Yang; Yingwei Ma; Runtao Liu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.315/ | emnlp2025.csv |
2,025 | EMNLP | The Green KNIGHT: Green Machine Translation with Knowledge-Distilled, Narrow, Inexpensive, Greedy, Hybrid Transformers | Andreas Guta; Frithjof Petrick; Peter Polák | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.316/ | emnlp2025.csv |
2,025 | EMNLP | Constructing Your Model’s Value Distinction: Towards LLM Alignment with Anchor Words Tuning | Zhen Yang; Ping Jian; Chengzhi Li; Chenxu Wang; Xinyue Zhang; Wenpeng Lu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.317/ | emnlp2025.csv |
2,025 | EMNLP | MCiteBench: A Multimodal Benchmark for Generating Text with Citations | Caiyu Hu; Yikai Zhang; Tinghui Zhu; Yiwei Ye; Yanghua Xiao | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.318/ | emnlp2025.csv |
2,025 | EMNLP | Do LLMs Know and Understand Domain Conceptual Knowledge? | Sijia Shen; Feiyan Jiang; Peiyan Wang; Yubo Feng; Yuchen Jiang; Chang Liu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.319/ | emnlp2025.csv |
2,025 | EMNLP | Agent Laboratory: Using LLM Agents as Research Assistants | Samuel Schmidgall; Yusheng Su; Ze Wang; Ximeng Sun; Jialian Wu; Xiaodong Yu; Jiang Liu; Michael Moor; Zicheng Liu; Emad Barsoum | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.320/ | emnlp2025.csv |
2,025 | EMNLP | Retrieval-Augmented Generation with Hierarchical Knowledge | Haoyu Huang; Yongfeng Huang; Yang Junjie; Zhenyu Pan; Yongqiang Chen; Kaili Ma; Hongzhi Chen; James Cheng | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.321/ | emnlp2025.csv |
2,025 | EMNLP | Regularized Contrastive Decoding with Hard Negative Samples for LLM Hallucination Mitigation | Haonan Sheng; Dou Hu; Lingwei Wei; Wei Zhou; Songlin Hu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.322/ | emnlp2025.csv |
2,025 | EMNLP | CharacterCraft: Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents | Xuyan Yin; Xinran Yang; Zihao Li; Lixin Zou; Chenliang Li | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.323/ | emnlp2025.csv |
2,025 | EMNLP | Drift: Decoding-time Personalized Alignments with Implicit User Preferences | Minbeom Kim; Kang-il Lee; Seongho Joo; Hwaran Lee; Thibaut Thonet; Kyomin Jung | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.324/ | emnlp2025.csv |
2,025 | EMNLP | Discovering Semantic Subdimensions through Disentangled Conceptual Representations | Yunhao Zhang; Shaonan Wang; Nan Lin; Xinyi Dong; Chong Li; Chengqing Zong | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.325/ | emnlp2025.csv |
2,025 | EMNLP | Identifying Aspects in Peer Reviews | Sheng Lu; Ilia Kuznetsov; Iryna Gurevych | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.326/ | emnlp2025.csv |
2,025 | EMNLP | Tree-Structured Non-Autoregressive Decoding for Sequence-to-Sequence Text Generation | Pengyu Ji; Yufei Liu; Xiang Hu; Kewei Tu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.327/ | emnlp2025.csv |
2,025 | EMNLP | Towards More Efficient Post-training via Fourier Domain Adapter Framework | Yijia Fan; Jusheng Zhang; Keze Wang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.328/ | emnlp2025.csv |
2,025 | EMNLP | KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering | Yushi Sun; Kai Sun; Yifan Ethan Xu; Xiao Yang; Xin Luna Dong; Nan Tang; Lei Chen | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.329/ | emnlp2025.csv |
2,025 | EMNLP | Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models | Zheyu Zhang; Shuo Yang; Bardh Prenkaj; Gjergji Kasneci | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.330/ | emnlp2025.csv |
2,025 | EMNLP | CCG: Rare-Label Prediction via Neural SEM–Driven Causal Game | Yijia Fan; Jusheng Zhang; Kaitong Cai; Jing Yang; Keze Wang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.331/ | emnlp2025.csv |
2,025 | EMNLP | Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects | ChengYan Wu; Yiqiang Cai; Yang Liu; Pengxu Zhu; Yun Xue; Ziwei Gong; Julia Hirschberg; Bolei Ma | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.332/ | emnlp2025.csv |
2,025 | EMNLP | When Allies Turn Foes: Exploring Group Characteristics of LLM-Based Multi-Agent Collaborative Systems Under Adversarial Attacks | Jiahao Zhang; Baoshuo Kan; Tao Gong; Fu Lee Wang; Tianyong Hao | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.333/ | emnlp2025.csv |
2,025 | EMNLP | EditID: Training-Free Editable ID Customization for Text-to-Image Generation | Guandong Li; Zhaobin Chu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.334/ | emnlp2025.csv |
2,025 | EMNLP | OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration | Jusheng Zhang; Yijia Fan; Kaitong Cai; Xiaofei Sun; Keze Wang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.335/ | emnlp2025.csv |
2,025 | EMNLP | VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format | Yueqian Wang; Xiaojun Meng; Yuxuan Wang; Jianxin Liang; Jiansheng Wei; Huishuai Zhang; Dongyan Zhao | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.336/ | emnlp2025.csv |
2,025 | EMNLP | To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach | Yuchen Yan; Aakash Kolekar; Sahika Genc; Wenju Xu; Edward W Huang; Anirudh Srinivasan; Mukesh Jain; Qi He; Hanghang Tong | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.337/ | emnlp2025.csv |
2,025 | EMNLP | Understanding Refusal in Language Models with Sparse Autoencoders | Wei Jie Yeo; Nirmalendu Prakash; Clement Neo; Ranjan Satapathy; Roy Ka-Wei Lee; Erik Cambria | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.338/ | emnlp2025.csv |
2,025 | EMNLP | Where Did That Come From? Sentence-Level Error-Tolerant Attribution | Ori Ernst; Aviv Slobodkin; Meng Cao; Sihui Wei; Jackie CK Cheung | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.339/ | emnlp2025.csv |
2,025 | EMNLP | Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval | Haotong Bao; Jianjin Zhang; Qi Chen; Weihao Han; Zhengxin Zeng; Ruiheng Chang; Mingzheng Li; Hao Sun; Weiwei Deng; Feng Sun; Qi Zhang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.340/ | emnlp2025.csv |
2,025 | EMNLP | Can LLMs Find a Needle in a Haystack? A Look at Anomaly Detection Language Modeling | Leslie Barrett; Vikram Sunil Bajaj; Robert John Kingan | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.341/ | emnlp2025.csv |
2,025 | EMNLP | Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? | Xiaochen Wang; Heming Xia; Jialin Song; Longyu Guan; Qingxiu Dong; Rui Li; Yixin Yang; Yifan Pu; Weiyao Luo; Yiru Wang; Xiangdi Meng; Wenjie Li; Zhifang Sui | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.342/ | emnlp2025.csv |
2,025 | EMNLP | Enhancing Multi-Agent Debate System Performance via Confidence Expression | Zijie Lin; Bryan Hooi | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.343/ | emnlp2025.csv |
2,025 | EMNLP | The Face of Persuasion: Analyzing Bias and Generating Culture-Aware Ads | Aysan Aghazadeh; Adriana Kovashka | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.344/ | emnlp2025.csv |
2,025 | EMNLP | SIFT: Grounding LLM Reasoning in Contexts via Stickers | Zihao Zeng; Xuyao Huang; Boxiu Li; Zhijie Deng | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.345/ | emnlp2025.csv |
2,025 | EMNLP | When Inverse Data Outperforms: Exploring the Pitfalls of Mixed Data in Multi-Stage Fine-Tuning | Mengyi Deng; Xin Li; Tingyu Zhu; Zhicheng Yang; Zhijiang Guo; Wei Wang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.346/ | emnlp2025.csv |
2,025 | EMNLP | LUME: LLM Unlearning with Multitask Evaluations | Anil Ramakrishna; Yixin Wan; Xiaomeng Jin; Kai-Wei Chang; Zhiqi Bu; Bhanukiran Vinzamuri; Volkan Cevher; Mingyi Hong; Rahul Gupta | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.347/ | emnlp2025.csv |
2,025 | EMNLP | How do Language Models Generate Slang: A Systematic Comparison between Human and Machine-Generated Slang Usages | Siyang Wu; Zhewei Sun | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.348/ | emnlp2025.csv |
2,025 | EMNLP | Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning | Siqu Ou; Hongcheng Liu; Pingjie Wang; Yusheng Liao; Chuan Xuan; Yanfeng Wang; Yu Wang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.349/ | emnlp2025.csv |
2,025 | EMNLP | MedCOD: Enhancing English-to-Spanish Medical Translation of Large Language Models Using Enriched Chain-of-Dictionary Framework | Md Shahidul Salim; Lian Fu; Arav Adikesh Ramakrishnan; Zonghai Yao; Hong Yu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.350/ | emnlp2025.csv |
2,025 | EMNLP | Chatbot To Help Patients Understand Their Health | Won Seok Jang; Hieu Tran; Manav Shaileshkumar Mistry; Sai Kiran Gandluri; Yifan Zhang; Sharmin Sultana; Sunjae Kwon; Yuan Zhang; Zonghai Yao; Hong Yu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.351/ | emnlp2025.csv |
2,025 | EMNLP | A Knapsack by Any Other Name: Presentation impacts LLM performance on NP-hard problems | Alex Duchnowski; Ellie Pavlick; Alexander Koller | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.352/ | emnlp2025.csv |
2,025 | EMNLP | Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models | Yeonjun In; Wonjoong Kim; Kanghoon Yoon; Sungchul Kim; Mehrab Tanjim; Sangwu Park; Kibum Kim; Chanyoung Park | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.353/ | emnlp2025.csv |
2,025 | EMNLP | Jailbreak Attack Initializations as Extractors of Compliance Directions | Amit LeVi; Rom Himelstein; Yaniv Nemcovsky; Avi Mendelson; Chaim Baskin | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.354/ | emnlp2025.csv |
2,025 | EMNLP | Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction | Xinmeng Hou; Lingyue Fu; Chenhao Meng; Kounianhua Du; Hai Hu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.355/ | emnlp2025.csv |
2,025 | EMNLP | A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare | Manar Aljohani; Jun Hou; Sindhura Kommu; Xuan Wang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.356/ | emnlp2025.csv |
2,025 | EMNLP | Self-Correction Makes LLMs Better Parsers | Ziyan Zhang; Yang Hou; Chen Gong; Zhenghua Li | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.357/ | emnlp2025.csv |
2,025 | EMNLP | Explaining Length Bias in LLM-Based Preference Evaluations | Zhengyu Hu; Linxin Song; Jieyu Zhang; Zheyuan Xiao; Tianfu Wang; Zhengyu Chen; Nicholas Jing Yuan; Jianxun Lian; Kaize Ding; Hui Xiong | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.358/ | emnlp2025.csv |
2,025 | EMNLP | Investigating Controversy Framing across Topics on Social Media | Maxwell Weinzierl; Sanda M. Harabagiu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.359/ | emnlp2025.csv |
2,025 | EMNLP | HEAL: Hybrid Enhancement with LLM-based Agents for Text-attributed Hypergraph Self-supervised Representation Learning | Ruochang Li; Xiao Luo; Zhiping Xiao; Wei Ju; Ming Zhang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.360/ | emnlp2025.csv |
2,025 | EMNLP | ReMamba: Equip Mamba with Effective Long-Sequence Modeling | Danlong Yuan; Jiahao Liu; Bei Li; Huishuai Zhang; Jingang Wang; Xunliang Cai; Dongyan Zhao | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.361/ | emnlp2025.csv |
2,025 | EMNLP | QUITO-X: A New Perspective on Context Compression from the Information Bottleneck Theory | Yihang Wang; Xu Huang; Bowen Tian; Yueyang Su; Lei Yu; Huaming Liao; Yixing Fan; Jiafeng Guo; Xueqi Cheng | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.362/ | emnlp2025.csv |
2,025 | EMNLP | Conv-Basis: A New Paradigm for Efficient Attention Inference and Gradient Computation in Transformers | Yingyu Liang; Heshan Liu; Zhenmei Shi; Zhao Song; Zhuoyan Xu; Jiale Zhao; Zhen Zhuang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.363/ | emnlp2025.csv |
2,025 | EMNLP | Mitigating Gender Bias via Fostering Exploratory Thinking in LLMs | Kangda Wei; Hasnat Md Abdullah; Ruihong Huang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.364/ | emnlp2025.csv |
2,025 | EMNLP | Beyond the Textual: Generating Coherent Visual Options for MCQs | Wanqiang Wang; Longzhu He; Wei Zheng | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.365/ | emnlp2025.csv |
2,025 | EMNLP | SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals | Peixuan Han; Cheng Qian; Xiusi Chen; Yuji Zhang; Heng Ji; Denghui Zhang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.366/ | emnlp2025.csv |
2,025 | EMNLP | MADD: Multi-Agent Drug Discovery Orchestra | Gleb Vitalevich Solovev; Alina Borisovna Zhidkovskaya; Anastasia Orlova; Nina Gubina; Anastasia Vepreva; Rodion Golovinskii; Ilya Tonkii; Ivan Dubrovsky; Ivan Gurev; Dmitry Gilemkhanov; Denis Chistiakov; Timur A. Aliev; Ivan Poddiakov; Galina Zubkova; Ekaterina V. Skorb; Vladimir Vinogradov; Alexander Boukhanovsky; Nik... | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.367/ | emnlp2025.csv |
2,025 | EMNLP | PersonaGym: Evaluating Persona Agents and LLMs | Vinay Samuel; Henry Peng Zou; Yue Zhou; Shreyas Chaudhari; Ashwin Kalyan; Tanmay Rajpurohit; Ameet Deshpande; Karthik R Narasimhan; Vishvak Murahari | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.368/ | emnlp2025.csv |
2,025 | EMNLP | LM2Protein: A Structure-to-Token Protein Large Language Model | Chang Zhou; Yuheng Shan; Pengan Chen; Xiangyu Shi; Zikang Wang; Yanting Li; Jiyue Jiang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.369/ | emnlp2025.csv |
2,025 | EMNLP | How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts? | Sohee Yang; Sang-Woo Lee; Nora Kassner; Daniela Gottesman; Sebastian Riedel; Mor Geva | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.370/ | emnlp2025.csv |
2,025 | EMNLP | From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval | Dohyeon Lee; Yeonseok Jeong; Seung-won Hwang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.371/ | emnlp2025.csv |
2,025 | EMNLP | Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs | Zeping Yu; Sophia Ananiadou | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.372/ | emnlp2025.csv |
2,025 | EMNLP | Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities | Qirun Dai; Dylan Zhang; Jiaqi W. Ma; Hao Peng | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.373/ | emnlp2025.csv |
2,025 | EMNLP | Diagnosing Moral Reasoning Acquisition in Language Models: Pragmatics and Generalization | Guangliang Liu; Zimo Qi; Xitong Zhang; Lei Jiang; Kristen Johnson | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.374/ | emnlp2025.csv |
2,025 | EMNLP | Discourse Heuristics For Paradoxically Moral Self-Correction | Guangliang Liu; Zimo Qi; Xitong Zhang; Kristen Johnson | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.375/ | emnlp2025.csv |
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