year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | EMNLP | EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments | Minh-Phuc Truong; Hai An Vu; Tu Vu; Nguyen Thi Ngoc Diep; Linh Ngo Van; Thien Huu Nguyen; Trung Le | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.385/ | emnlp2025.csv |
2,025 | EMNLP | AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment | Kun Li; Lai Man Po; Hongzheng Yang; Xuyuan Xu; Kangcheng Liu; Yuzhi Zhao | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.386/ | emnlp2025.csv |
2,025 | EMNLP | DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning | Anum Afzal; Florian Matthes; Alexander Fabbri | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.387/ | emnlp2025.csv |
2,025 | EMNLP | UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER | Jielong Tang; Yang Yang; Jianxing Yu; Zhen-Xing Wang; Haoyuan Liang; Liang Yao; Jian Yin | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.388/ | emnlp2025.csv |
2,025 | EMNLP | An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint | Yi Sun; Han Wang; Jiaqiang Li; Jiacheng Liu; Xiangyu Li; Hao Wen; Yizhen Yuan; Huiwen Zheng; Yan Liang; Yuanchun Li; Yunxin Liu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.389/ | emnlp2025.csv |
2,025 | EMNLP | Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching | Songze Li; Zhiqiang Liu; Zhengke Gui; Huajun Chen; Wen Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.390/ | emnlp2025.csv |
2,025 | EMNLP | Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making | Yuanjun Feng; Vivek Choudhary; Yash Raj Shrestha | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.391/ | emnlp2025.csv |
2,025 | EMNLP | Structuring Radiology Reports: Challenging LLMs with Lightweight Models | Johannes Moll; Louisa Fay; Asfandyar Azhar; Sophie Ostmeier; Sergios Gatidis; Tim Lueth; Curtis P. Langlotz; Jean-Benoit Delbrouck | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.392/ | emnlp2025.csv |
2,025 | EMNLP | PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks | Yunuo Liu; Dawei Zhu; Zena Al-Khalili; Dai Cheng; Yanjun Chen; Dietrich Klakow; Wei Zhang; Xiaoyu Shen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.393/ | emnlp2025.csv |
2,025 | EMNLP | EcoTune: Token-Efficient Multi-Fidelity Hyperparameter Optimization for Large Language Model Inference | Yuebin Xu; Zhiyi Chen; Zeyi Wen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.394/ | emnlp2025.csv |
2,025 | EMNLP | Investigating Value-Reasoning Reliability in Small Large Language Models | Xia Du; Shuhan Sun; Pengyuan Liu; Dong Yu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.395/ | emnlp2025.csv |
2,025 | EMNLP | Can LLMs Explain Themselves Counterfactually? | Zahra Dehghanighobadi; Asja Fischer; Muhammad Bilal Zafar | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.396/ | emnlp2025.csv |
2,025 | EMNLP | Self-Adjust Softmax | Chuanyang Zheng; Yihang Gao; Guoxuan Chen; Han Shi; Jing Xiong; Xiaozhe Ren; Chao Huang; Zhenguo Li; Yu Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.397/ | emnlp2025.csv |
2,025 | EMNLP | DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement | Shaoqing Lin; Chong Teng; Fei Li; Donghong Ji; Lizhen Qu; Zhuang Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.398/ | emnlp2025.csv |
2,025 | EMNLP | XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML | Ernesto Luis Estevanell Valladares; Suilan Estevez-Velarde; Yoan Gutierrez; Andrés Montoyo; Ruslan Mitkov | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.399/ | emnlp2025.csv |
2,025 | EMNLP | UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models | Roman Vashurin; Maiya Goloburda; Preslav Nakov; Maxim Panov | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.400/ | emnlp2025.csv |
2,025 | EMNLP | WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning | Zhepei Wei; Wenlin Yao; Yao Liu; Weizhi Zhang; Qin Lu; Liang Qiu; Changlong Yu; Puyang Xu; Chao Zhang; Bing Yin; Hyokun Yun; Lihong Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.401/ | emnlp2025.csv |
2,025 | EMNLP | Same evaluation, more tokens: On the effect of input length for machine translation evaluation using Large Language Models | Tobias Domhan; Dawei Zhu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.402/ | emnlp2025.csv |
2,025 | EMNLP | PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements | Petros Raptopoulos; Giorgos Filandrianos; Maria Lymperaiou; Giorgos Stamou | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.403/ | emnlp2025.csv |
2,025 | EMNLP | PoSum-Bench: Benchmarking Position Bias in LLM-based Conversational Summarization | Xu Sun; Lionel Delphin-Poulat; Christèle Tarnec; Anastasia Shimorina | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.404/ | emnlp2025.csv |
2,025 | EMNLP | ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning | Ziqing Qiao; Yongheng Deng; Jiali Zeng; Dong Wang; Lai Wei; Guanbo Wang; Fandong Meng; Jie Zhou; Ju Ren; Yaoxue Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.405/ | emnlp2025.csv |
2,025 | EMNLP | Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment | Hao Li; Lijun Li; Zhenghao Lu; Xianyi Wei; Rui Li; Jing Shao; Lei Sha | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.406/ | emnlp2025.csv |
2,025 | EMNLP | Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models | Yuxia Gong; Shuguo Hu; Huaiwen Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.407/ | emnlp2025.csv |
2,025 | EMNLP | MLWQ: Efficient Small Language Model Deployment via Multi-Level Weight Quantization | Chun Hu; Junhui He; Shangyu Wu; Yuxin He; Chun Jason Xue; Qingan Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.408/ | emnlp2025.csv |
2,025 | EMNLP | ToDi: Token-wise Distillation via Fine-Grained Divergence Control | Seongryong Jung; Suwan Yoon; DongGeon Kim; Hwanhee Lee | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.409/ | emnlp2025.csv |
2,025 | EMNLP | RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation | Qingyao Li; Wei Xia; Xinyi Dai; Kounianhua Du; Weiwen Liu; Yasheng Wang; Ruiming Tang; Yong Yu; Weinan Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.410/ | emnlp2025.csv |
2,025 | EMNLP | Probing for Arithmetic Errors in Language Models | Yucheng Sun; Alessandro Stolfo; Mrinmaya Sachan | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.411/ | emnlp2025.csv |
2,025 | EMNLP | NILE: Internal Consistency Alignment in Large Language Models | Minda Hu; Qiyuan Zhang; Yufei Wang; Bowei He; Hongru Wang; Jingyan Zhou; Liangyou Li; Yasheng Wang; Chen Ma; Irwin King | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.412/ | emnlp2025.csv |
2,025 | EMNLP | Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting | Rong Ma; Lei Wang; Yating Yang; Bo Ma; Rui Dong; Fengyi Yang; Ahtamjan Ahmat; Kaiwen Lu; Xinyue Wang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.413/ | emnlp2025.csv |
2,025 | EMNLP | RAGferee: Building Contextual Reward Models for Retrieval-Augmented Generation | Andrei C. Coman; Ionut-Teodor Sorodoc; Leonardo F. R. Ribeiro; James Henderson; Bill Byrne; Adrià de Gispert | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.414/ | emnlp2025.csv |
2,025 | EMNLP | Large Language Models Discriminate Against Speakers of German Dialects | Minh Duc Bui; Carolin Holtermann; Valentin Hofmann; Anne Lauscher; Katharina von der Wense | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.415/ | emnlp2025.csv |
2,025 | EMNLP | Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework | Yini Wang; Xian Zhou; Shengan Zheng; Linpeng Huang; Zhunchen Luo; Wei Luo; Xiaoying Bai | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.416/ | emnlp2025.csv |
2,025 | EMNLP | AbsVis – Benchmarking How Humans and Vision-Language Models “See” Abstract Concepts in Images | Tarun Tater; Diego Frassinelli; Sabine Schulte im Walde | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.417/ | emnlp2025.csv |
2,025 | EMNLP | A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages | Tatiana Anikina; Jan Cegin; Jakub Simko; Simon Ostermann | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.418/ | emnlp2025.csv |
2,025 | EMNLP | Alignment with Fill-In-the-Middle for Enhancing Code Generation | Houxing Ren; Zimu Lu; Weikang Shi; Haotian Hou; Yunqiao Yang; Ke Wang; Aojun Zhou; Junting Pan; Mingjie Zhan; Hongsheng Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.419/ | emnlp2025.csv |
2,025 | EMNLP | A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality | Hanbo Huang; Yihan Li; Bowen Jiang; Bo Jiang; Lin Liu; Zhuotao Liu; Ruoyu Sun; Shiyu Liang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.420/ | emnlp2025.csv |
2,025 | EMNLP | Variance Sensitivity Induces Attention Entropy Collapse and Instability in Transformers | Jonghyun Hong; Sungyoon Lee | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.421/ | emnlp2025.csv |
2,025 | EMNLP | X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA | Min Hyuk Kim; Changheon Kim; Seok Bong Yoo | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.422/ | emnlp2025.csv |
2,025 | EMNLP | Robust Native Language Identification through Agentic Decomposition | Ahmet Yavuz Uluslu; Tannon Kew; Tilia Ellendorff; Gerold Schneider; Rico Sennrich | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.423/ | emnlp2025.csv |
2,025 | EMNLP | ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch | Jiawei Chen; Xinyan Guan; Qianhao Yuan; Guozhao Mo; Weixiang Zhou; Yaojie Lu; Hongyu Lin; Ben He; Le Sun; Xianpei Han | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.424/ | emnlp2025.csv |
2,025 | EMNLP | Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study | Yizheng Sun; Hao Li; Chang Xu; Hongpeng Zhou; Chenghua Lin; Riza Batista-Navarro; Jingyuan Sun | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.425/ | emnlp2025.csv |
2,025 | EMNLP | When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity | Nisrine Rair; Alban Goupil; Valeriu Vrabie; Emmanuel Chochoy | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.426/ | emnlp2025.csv |
2,025 | EMNLP | Self-Critique and Refinement for Faithful Natural Language Explanations | Yingming Wang; Pepa Atanasova | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.427/ | emnlp2025.csv |
2,025 | EMNLP | The Psychology of Falsehood: A Human-Centric Survey of Misinformation Detection | Arghodeep Nandi; Megha Sundriyal; Euna Mehnaz Khan; Jikai Sun; Emily K. Vraga; Jaideep Srivastava; Tanmoy Chakraborty | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.428/ | emnlp2025.csv |
2,025 | EMNLP | SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval | Xinhao Huang; Zhibo Ren; Yipeng Yu; Ying Zhou; Zulong Chen; Zeyi Wen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.429/ | emnlp2025.csv |
2,025 | EMNLP | AnchorAttention: Difference-Aware Sparse Attention with Stripe Granularity | Yu Zhang; Dong Guo; Fang Wu; Guoliang Zhu; Dian Ding; Yiming Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.430/ | emnlp2025.csv |
2,025 | EMNLP | Attacks by Content: Automated Fact-checking is an AI Security Issue | Michael Sejr Schlichtkrull | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.431/ | emnlp2025.csv |
2,025 | EMNLP | MUZO: Leveraging Multiple Queries and Momentum for Zeroth-Order Fine-Tuning of Large Language Models | Yuezhang Peng; Yuxin Liu; Fei Wen; Xie Chen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.432/ | emnlp2025.csv |
2,025 | EMNLP | Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors | Hao Fang; Jiawei Kong; Tianqu Zhuang; Yixiang Qiu; Kuofeng Gao; Bin Chen; Shu-Tao Xia; Yaowei Wang; Min Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.433/ | emnlp2025.csv |
2,025 | EMNLP | Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA | Sergey Pletenev; Maria Marina; Nikolay Ivanov; Daria Galimzianova; Nikita Krayko; Mikhail Salnikov; Vasily Konovalov; Alexander Panchenko; Viktor Moskvoretskii | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.434/ | emnlp2025.csv |
2,025 | EMNLP | Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect | Alina Klerings; Jannik Brinkmann; Daniel Ruffinelli; Simone Paolo Ponzetto | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.435/ | emnlp2025.csv |
2,025 | EMNLP | DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers | Navve Wasserman; Oliver Heinimann; Yuval Golbari; Tal Zimbalist; Eli Schwartz; Michal Irani | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.436/ | emnlp2025.csv |
2,025 | EMNLP | Reason to Rote: Rethinking Memorization in Reasoning | Yupei Du; Philipp Mondorf; Silvia Casola; Yuekun Yao; Robert Litschko; Barbara Plank | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.437/ | emnlp2025.csv |
2,025 | EMNLP | VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions | Kazuki Matsuda; Yuiga Wada; Shinnosuke Hirano; Seitaro Otsuki; Komei Sugiura | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.438/ | emnlp2025.csv |
2,025 | EMNLP | LLM-Independent Adaptive RAG: Let the Question Speak for Itself | Maria Marina; Nikolay Ivanov; Sergey Pletenev; Mikhail Salnikov; Daria Galimzianova; Nikita Krayko; Vasily Konovalov; Alexander Panchenko; Viktor Moskvoretskii | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.439/ | emnlp2025.csv |
2,025 | EMNLP | TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route | Hongyi Luo; Qing Cheng; Daniel Matos; Hari Krishna Gadi; Yanfeng Zhang; Lu Liu; Yongliang Wang; Niclas Zeller; Daniel Cremers; Liqiu Meng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.440/ | emnlp2025.csv |
2,025 | EMNLP | Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees | Yuqicheng Zhu; Jingcheng Wu; Yizhen Wang; Hongkuan Zhou; Jiaoyan Chen; Evgeny Kharlamov; Steffen Staab | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.441/ | emnlp2025.csv |
2,025 | EMNLP | Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation | Shengxiang Gao; Jey Han Lau; Jianzhong Qi | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.442/ | emnlp2025.csv |
2,025 | EMNLP | A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation | Yan Li; Tianyi Zhang; Zechuan Li; Caren Han | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.443/ | emnlp2025.csv |
2,025 | EMNLP | Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance | Yilun Liu; Minggui He; Feiyu Yao; Yuhe Ji; Shimin Tao; Jingzhou Du; Justin Li; Jian Gao; Zhang Li; Hao Yang; Boxing Chen; Osamu Yoshie | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.444/ | emnlp2025.csv |
2,025 | EMNLP | We Need to Measure Data Diversity in NLP — Better and Broader | Dong Nguyen; Esther Ploeger | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.445/ | emnlp2025.csv |
2,025 | EMNLP | Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity | Lei Yu; Jingcheng Niu; Zining Zhu; Xi Chen; Gerald Penn | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.446/ | emnlp2025.csv |
2,025 | EMNLP | Hierarchical Bracketing Encodings Work for Dependency Graphs | Ana Ezquerro; Carlos Gómez-Rodríguez; David Vilares | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.447/ | emnlp2025.csv |
2,025 | EMNLP | Multimodal Fine-grained Context Interaction Graph Modeling for Conversational Speech Synthesis | Zhenqi Jia; Rui Liu; Berrak Sisman; Haizhou Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.448/ | emnlp2025.csv |
2,025 | EMNLP | Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models | Mehdi Ali; Manuel Brack; Max Lübbering; Elias Wendt; Abbas Goher Khan; Richard Rutmann; Alex Jude; Maurice Kraus; Alexander Arno Weber; Felix Stollenwerk; David Kaczér; Florian Mai; Lucie Flek; Rafet Sifa; Nicolas Flores-Herr; Joachim Koehler; Patrick Schramowski; Michael Fromm; Kristian Kersting | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.449/ | emnlp2025.csv |
2,025 | EMNLP | Conditional [MASK] Discrete Diffusion Language Model | Hyukhun Koh; Minha Jhang; Dohyung Kim; Sangmook Lee; Kyomin Jung | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.450/ | emnlp2025.csv |
2,025 | EMNLP | Language-Guided Temporal Token Pruning for Efficient VideoLLM Processing | Yogesh Kumar | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.451/ | emnlp2025.csv |
2,025 | EMNLP | A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization | Anda Cheng; Wei Huang; Yinggui Wang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.452/ | emnlp2025.csv |
2,025 | EMNLP | IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method | Xinyu Liu; Bei Li; Jiahao Liu; Junhao Ruan; Kechen Jiao; Hongyin Tang; Jingang Wang; Tong Xiao; JingBo Zhu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.453/ | emnlp2025.csv |
2,025 | EMNLP | WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model | Tianqing Fang; Hongming Zhang; Zhisong Zhang; Kaixin Ma; Wenhao Yu; Haitao Mi; Dong Yu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.454/ | emnlp2025.csv |
2,025 | EMNLP | Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees | Stephen Meisenbacher; Maulik Chevli; Florian Matthes | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.455/ | emnlp2025.csv |
2,025 | EMNLP | HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection | Yiheng Jing; Mingming Zhang; Yong Zhuang; Jiacheng Guo; Juan Wang; Xiaoyang Xu; Wenzhe Yi; Keyan Guo; Hongxin Hu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.456/ | emnlp2025.csv |
2,025 | EMNLP | Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence | Yijiong Yu; Wei Wang; Ran Chen; Ji Pei | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.457/ | emnlp2025.csv |
2,025 | EMNLP | SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design | Wenxin Tang; Jingyu Xiao; Wenxuan Jiang; Xi Xiao; Yuhang Wang; Xuxin Tang; Qing Li; Yuehe Ma; Junliang Liu; Shisong Tang; Michael R. Lyu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.458/ | emnlp2025.csv |
2,025 | EMNLP | LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models | Hongyao Tu; Liang Zhang; Yujie Lin; Xin Lin; Haibo Zhang; Long Zhang; Jinsong Su | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.459/ | emnlp2025.csv |
2,025 | EMNLP | Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization | Jian Li; Shenglin Yin; Yujia Zhang; Alan Zhao; Xi Chen; Xiaohui Zhou; Pengfei Xu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.460/ | emnlp2025.csv |
2,025 | EMNLP | Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations | Leonardo Ranaldi; Federico Ranaldi; Fabio Massimo Zanzotto; Barry Haddow; Alexandra Birch | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.461/ | emnlp2025.csv |
2,025 | EMNLP | Predicate-Guided Generation for Mathematical Reasoning | Jiajun Chen; Yik-Cheung Tam | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.462/ | emnlp2025.csv |
2,025 | EMNLP | ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering | Raphael Gruber; Abdelrahman Abdallah; Michael Färber; Adam Jatowt | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.463/ | emnlp2025.csv |
2,025 | EMNLP | ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents | Qiuchen Wang; Ruixue Ding; Zehui Chen; Weiqi Wu; Shihang Wang; Pengjun Xie; Feng Zhao | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.464/ | emnlp2025.csv |
2,025 | EMNLP | IndoSafety: Culturally Grounded Safety for LLMs in Indonesian Languages | Muhammad Falensi Azmi; Muhammad Dehan Al Kautsar; Alfan Farizki Wicaksono; Fajri Koto | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.465/ | emnlp2025.csv |
2,025 | EMNLP | Can LLMs Help You at Work? A Sandbox for Evaluating LLM Agents in Enterprise Environments | Harsh Vishwakarma; Ankush Agarwal; Ojas Patil; Chaitanya Devaguptapu; Mahesh Chandran | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.466/ | emnlp2025.csv |
2,025 | EMNLP | Steering LLM Reasoning Through Bias-Only Adaptation | Viacheslav Sinii; Alexey Gorbatovski; Artem Cherepanov; Boris Shaposhnikov; Nikita Balagansky; Daniil Gavrilov | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.467/ | emnlp2025.csv |
2,025 | EMNLP | VLASCD: A Visual Language Action Model for Simultaneous Chatting and Decision Making | Zuojin Tang; Bin Hu; Chenyang Zhao; De Ma; Gang Pan; Bin Liu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.468/ | emnlp2025.csv |
2,025 | EMNLP | M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework | Yew Ken Chia; Liying Cheng; Hou Pong Chan; Maojia Song; Chaoqun Liu; Mahani Aljunied; Soujanya Poria; Lidong Bing | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.469/ | emnlp2025.csv |
2,025 | EMNLP | Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models | Pu Jian; Junhong Wu; Wei Sun; Chen Wang; Shuo Ren; Jiajun Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.470/ | emnlp2025.csv |
2,025 | EMNLP | FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs’ Responsiveness to Human Feedback | Youquan Li; Miao Zheng; Fan Yang; Guosheng Dong; Bin Cui; Weipeng Chen; Zenan Zhou; Wentao Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.471/ | emnlp2025.csv |
2,025 | EMNLP | HYDRA: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification | Fabian Karl; Ansgar Scherp | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.472/ | emnlp2025.csv |
2,025 | EMNLP | CARD: Cross-modal Agent Framework for Generative and Editable Residential Design | Pengyu Zeng; Jun Yin; Miao Zhang; Yuqin Dai; Jizhizi Li; ZhanXiang Jin; Shuai Lu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.473/ | emnlp2025.csv |
2,025 | EMNLP | DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off | Jusheng Zhang; Yijia Fan; Kaitong Cai; Zimeng Huang; Xiaofei Sun; Jian Wang; Chengpei Tang; Keze Wang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.474/ | emnlp2025.csv |
2,025 | EMNLP | FaST: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data | Thibaut Thonet; Germán Kruszewski; Jos Rozen; Pierre Erbacher; Marc Dymetman | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.475/ | emnlp2025.csv |
2,025 | EMNLP | On LLM-Based Scientific Inductive Reasoning Beyond Equations | Brian S. Lin; Jiaxin Yuan; Zihan Zhou; Shouli Wang; Shuo Wang; Cunliang Kong; Qi Shi; Yuxuan Li; Liner Yang; Zhiyuan Liu; Maosong Sun | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.476/ | emnlp2025.csv |
2,025 | EMNLP | SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation | Xiaofu Chen; Israfel Salazar; Yova Kementchedjhieva | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.477/ | emnlp2025.csv |
2,025 | EMNLP | LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding | Yuxuan Hu; Jihao Liu; Ke Wang; Jinliang Zheng; Weikang Shi; Manyuan Zhang; Qi Dou; Rui Liu; Aojun Zhou; Hongsheng Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.478/ | emnlp2025.csv |
2,025 | EMNLP | Does quantization affect models’ performance on long-context tasks? | Anmol Mekala; Anirudh Atmakuru; Yixiao Song; Marzena Karpinska; Mohit Iyyer | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.479/ | emnlp2025.csv |
2,025 | EMNLP | Token-Aware Editing of Internal Activations for Large Language Model Alignment | Tianbo Wang; Yuqing Ma; Kewei Liao; Chengzhao Yang; Zhange Zhang; Jiakai Wang; Xianglong Liu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.480/ | emnlp2025.csv |
2,025 | EMNLP | Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only LLMs | Dawid Jan Kopiczko; Tijmen Blankevoort; Yuki M Asano | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.481/ | emnlp2025.csv |
2,025 | EMNLP | Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey | Mehrab Tanjim; Yeonjun In; Xiang Chen; Victor Bursztyn; Ryan A. Rossi; Sungchul Kim; Guang-Jie Ren; Vaishnavi Muppala; Shun Jiang; Yongsung Kim; Chanyoung Park | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.482/ | emnlp2025.csv |
2,025 | EMNLP | Plan Dynamically, Express Rhetorically: A Debate-Driven Rhetorical Framework for Argumentative Writing | Xueguan Zhao; Wenpeng Lu; Chaoqun Zheng; Weiyu Zhang; Jiasheng Si; Deyu Zhou | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.483/ | emnlp2025.csv |
2,025 | EMNLP | TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making | Kechen Jiao; Zhirui Fang; Jiahao Liu; Bei Li; Qifan Wang; Xinyu Liu; Junhao Ruan; Zhongjian Qiao; Yifan Zhu; Yaxin Xu; Jingang Wang; Xiu Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.484/ | emnlp2025.csv |
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