year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | EMNLP | Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation | Hui Huang; Julien Velcin; Yacine Kessaci | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.576/ | emnlp2025.csv |
2,025 | EMNLP | Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing | Cunli Mao; Xiaofei Gao; Ran Song; Shizhu He; Shengxiang Gao; Kang Liu; Zhengtao Yu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.577/ | emnlp2025.csv |
2,025 | EMNLP | Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation | Nakyung Lee; Yeongoon Kim; Minhae Oh; Suhwan Kim; Jin Woo Koo; Hyewon Jo; Jungwoo Lee | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.578/ | emnlp2025.csv |
2,025 | EMNLP | Imagination and Contemplation: A Balanced Framework for Semantic-Augmented Multimodal Machine Translation | Zhuang Yu; Shiliang Sun; Jing Zhao; Tengfei Song; Hao Yang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.579/ | emnlp2025.csv |
2,025 | EMNLP | NeLLCom-Lex: A Neural-agent Framework to Study the Interplay between Lexical Systems and Language Use | Yuqing Zhang; Ecesu Ürker; Tessa Verhoef; Gemma Boleda; Arianna Bisazza | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.580/ | emnlp2025.csv |
2,025 | EMNLP | RLMEval: Evaluating Research-Level Neural Theorem Proving | Auguste Poiroux; Antoine Bosselut; Viktor Kunčak | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.581/ | emnlp2025.csv |
2,025 | EMNLP | KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA | Ranran Bu; Jian Cao; Jianqi Gao; Shiyou Qian; Hongming Cai | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.582/ | emnlp2025.csv |
2,025 | EMNLP | Where Fact Ends and Fairness Begins: Redefining AI Bias Evaluation through Cognitive Biases | Jen-tse Huang; Yuhang Yan; Linqi Liu; Yixin Wan; Wenxuan Wang; Kai-Wei Chang; Michael R. Lyu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.583/ | emnlp2025.csv |
2,025 | EMNLP | Equal Truth: Rumor Detection with Invariant Group Fairness | Junyi Chen; Mengjia Wu; Qian Liu; Jing Sun; Ying Ding; Yi Zhang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.584/ | emnlp2025.csv |
2,025 | EMNLP | STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models | Geunyeong Jeong; Juoh Sun; Seonghee Lee; Harksoo Kim | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.585/ | emnlp2025.csv |
2,025 | EMNLP | SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models | Rui Qi; Zhibo Man; Yufeng Chen; Fengran Mo; Jinan Xu; Kaiyu Huang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.586/ | emnlp2025.csv |
2,025 | EMNLP | How Reliable is Multilingual LLM-as-a-Judge? | Xiyan Fu; Wei Liu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.587/ | emnlp2025.csv |
2,025 | EMNLP | Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation | Qingsong Wang; Tao Wu; Wang Lin; Yueying Feng; Gongsheng Yuan; Chang Yao; Jingyuan Chen | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.588/ | emnlp2025.csv |
2,025 | EMNLP | Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs | Essa Jan; Moiz Ali; Muhammad Saram Hassan; Muhammad Fareed Zaffar; Yasir Zaki | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.589/ | emnlp2025.csv |
2,025 | EMNLP | INDOORWORLD : Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment | Dekun Wu; Frederik Brudy; Bang Liu; Yi Wang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.590/ | emnlp2025.csv |
2,025 | EMNLP | ARXSA: A General Negative Feedback Control Theory in Vision-Language Models | Zeyu Zhang; Tianqi Chen; Yuki Todo | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.591/ | emnlp2025.csv |
2,025 | EMNLP | Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction | Xingcheng Ruan; Haoxiang Geng; Yunhui Xia; Bingran Zhao | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.592/ | emnlp2025.csv |
2,025 | EMNLP | HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation | Shijie Zhang; Renhao Li; Songsheng Wang; Philipp Koehn; Min Yang; Derek F. Wong | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.593/ | emnlp2025.csv |
2,025 | EMNLP | ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments | Gili Lior; Eliya Habba; Shahar Levy; Avi Caciularu; Gabriel Stanovsky | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.594/ | emnlp2025.csv |
2,025 | EMNLP | From Characters to Tokens: Dynamic Grouping with Hierarchical BPE | Rares Dolga; Lucas Maystre; Tudor Berariu; David Barber | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.595/ | emnlp2025.csv |
2,025 | EMNLP | Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant | Lei Shen; Xiaoyu Shen | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.596/ | emnlp2025.csv |
2,025 | EMNLP | NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings | Or Shachar; Uri Katz; Yoav Goldberg; Oren Glickman | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.597/ | emnlp2025.csv |
2,025 | EMNLP | MMATH: A Multilingual Benchmark for Mathematical Reasoning | Wenyang Luo; Wayne Xin Zhao; Jing Sha; Shijin Wang; Ji-Rong Wen | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.598/ | emnlp2025.csv |
2,025 | EMNLP | MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters | Rrubaa Panchendrarajan; Rubén Míguez Pérez; Arkaitz Zubiaga | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.599/ | emnlp2025.csv |
2,025 | EMNLP | DS-MHP: Improving Chain-of-Thought through Dynamic Subgraph-Guided Multi-Hop Path | Yongqiang Liu; Qiyao Peng; Binrong Liu; Hongtao Liu; XueWei Li; Wenjun Wang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.600/ | emnlp2025.csv |
2,025 | EMNLP | LongTail-Swap: benchmarking language models’ abilities on rare words | Robin Algayres; Charles-Éric Saint-James; Mahi Luthra; Jiayi Shen; Youssef Benchekroun; Dongyan Lin; Rashel Moritz; Juan Pino; Emmanuel Dupoux | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.601/ | emnlp2025.csv |
2,025 | EMNLP | TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis | Xiang Li; Xianfu Cheng; Dezhuang Miao; Xiaoming Zhang; Zhoujun Li | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.602/ | emnlp2025.csv |
2,025 | EMNLP | Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned LLMs | Manon Reusens; Bart Baesens; David Jurgens | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.603/ | emnlp2025.csv |
2,025 | EMNLP | Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs | Mohamad Ballout; Okajevo Wilfred; Seyedalireza Yaghoubi; Nohayr Muhammad Abdelmoneim; Julius Mayer; Elia Bruni | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.604/ | emnlp2025.csv |
2,025 | EMNLP | On the Effectiveness of Prompt-Moderated LLMs for Math Tutoring at the Tertiary Level | Sebastian Steindl; Fabian Brunner; Nada Sissouno; Dominik Schwagerl; Florian Schöler-Niewiera; Ulrich Schäfer | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.605/ | emnlp2025.csv |
2,025 | EMNLP | SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context | Hairu Wang; Yuan Feng; Yukun Cao; Xike Xie; S Kevin Zhou | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.606/ | emnlp2025.csv |
2,025 | EMNLP | Acquiescence Bias in Large Language Models | Daniel Braun | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.607/ | emnlp2025.csv |
2,025 | EMNLP | Time to Talk: LLM Agents for Asynchronous Group Communication in Mafia Games | Niv Eckhaus; Uri Berger; Gabriel Stanovsky | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.608/ | emnlp2025.csv |
2,025 | EMNLP | How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study | Matthieu Dubois; François Yvon; Pablo Piantanida | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.609/ | emnlp2025.csv |
2,025 | EMNLP | An Improved, Strong Baseline for Pre-Trained Large Language Models as Task-Oriented Dialogue Systems | Sebastian Steindl; André Kestler; Ulrich Schäfer; Bernd Ludwig | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.610/ | emnlp2025.csv |
2,025 | EMNLP | MATCH: Task-Driven Code Evaluation through Contrastive Learning | Marah Ghoummaid; Vladimir Tchuiev; Ofek Glick; Michal Moshkovitz; Dotan Di Castro | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.611/ | emnlp2025.csv |
2,025 | EMNLP | Evaluating Large Language Models for Cross-Lingual Retrieval | Longfei Zuo; Pingjun Hong; Oliver Kraus; Barbara Plank; Robert Litschko | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.612/ | emnlp2025.csv |
2,025 | EMNLP | SGCD: Subtask-Guided Causal-Debiasing Framework for Robust Cross-Utterance Sentiment Quadruple Extraction in Dialogues | Xiang Li; Keyu Yao; Gang Shen | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.613/ | emnlp2025.csv |
2,025 | EMNLP | FaMTEB: Massive Text Embedding Benchmark in Persian Language | Erfan Zinvandi; Morteza Alikhani; Mehran Sarmadi; Zahra Pourbahman; Sepehr Arvin; Reza Kazemi; Arash Amini | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.614/ | emnlp2025.csv |
2,025 | EMNLP | Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training | Kazuma Kobayashi; Zhen Wan; Fei Cheng; Yuma Tsuta; Xin Zhao; Junfeng Jiang; Jiahao Huang; Zhiyi Huang; Yusuke Oda; Rio Yokota; Yuki Arase; Daisuke Kawahara; Akiko Aizawa; Sadao Kurohashi | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.615/ | emnlp2025.csv |
2,025 | EMNLP | Structure Trumps Size: Rethinking Data Quality for LLM Reasoning | Hu Xu; Zeyan Li; Rui Wang; Jianfeng Xu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.616/ | emnlp2025.csv |
2,025 | EMNLP | A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering | Prerna Agarwal; Srikanta Bedathur | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.617/ | emnlp2025.csv |
2,025 | EMNLP | Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization | Shuyang Hao; Yiwei Wang; Bryan Hooi; Jun Liu; Muhao Chen; Zi Huang; Yujun Cai | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.618/ | emnlp2025.csv |
2,025 | EMNLP | MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization | Hyomin Kim; Yunhui Jang; Sungsoo Ahn | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.619/ | emnlp2025.csv |
2,025 | EMNLP | A Survey on LLM-powered Agents for Recommender Systems | Qiyao Peng; Hongtao Liu; Hua Huang; Jian Yang; Qing Yang; Minglai Shao | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.620/ | emnlp2025.csv |
2,025 | EMNLP | Efficiently Selecting Response Generation Strategies for Synthetic Data Construction by Self-Aligned Perplexity | Xuan Ren; Qi Chen; Lingqiao Liu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.621/ | emnlp2025.csv |
2,025 | EMNLP | Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond | Rubing Chen; Jiaxin Wu; Jian Wang; Xulu Zhang; Wenqi Fan; Chenghua Lin; Xiaoyong Wei; Li Qing | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.622/ | emnlp2025.csv |
2,025 | EMNLP | FrameEOL: Semantic Frame Induction using Causal Language Models | Chihiro Yano; Kosuke Yamada; Hayato Tsukagoshi; Ryohei Sasano; Koichi Takeda | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.623/ | emnlp2025.csv |
2,025 | EMNLP | CaTER: A Framework for Context-aware Topology Entity Retrieval Contrastive Learning in End-to-End Task-Oriented Dialogue Systems | Di Wu Hebeu; Zhizhi Yu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.624/ | emnlp2025.csv |
2,025 | EMNLP | Attribution and Application of Multiple Neurons in Multimodal Large Language Models | Feiyu Wang; Ziran Zhao; Dong Yu; Pengyuan Liu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.625/ | emnlp2025.csv |
2,025 | EMNLP | When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA | Elisei Rykov; Kseniia Petrushina; Maksim Savkin; Valerii Olisov; Artem Vazhentsev; Kseniia Titova; Alexander Panchenko; Vasily Konovalov; Julia Belikova | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.626/ | emnlp2025.csv |
2,025 | EMNLP | Unraveling Misinformation Propagation in LLM Reasoning | Yiyang Feng; Yichen Wang; Shaobo Cui; Boi Faltings; Mina Lee; Jiawei Zhou | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.627/ | emnlp2025.csv |
2,025 | EMNLP | RAISE: Reinforced Adaptive Instruction Selection For Large Language Models | Qingsong Lv; Yangning Li; Zihua Lan; Zishan Xu; Jiwei Tang; Tingwei Lu; Yinghui Li; Wenhao Jiang; Hong-Gee Kim; Hai-Tao Zheng; Philip S. Yu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.628/ | emnlp2025.csv |
2,025 | EMNLP | Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning | Yangning Li; Tingwei Lu; Yinghui Li; Yankai Chen; Wei-Chieh Huang; Wenhao Jiang; Hui Wang; Hai-Tao Zheng; Philip S. Yu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.629/ | emnlp2025.csv |
2,025 | EMNLP | Let Them Down Easy! Contextual Effects of LLM Guardrails on User Perceptions and Preferences | Mingqian Zheng; Wenjia Hu; Patrick Zhao; Motahhare Eslami; Jena D. Hwang; Faeze Brahman; Carolyn Rose; Maarten Sap | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.630/ | emnlp2025.csv |
2,025 | EMNLP | From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems | Zekun Zhou; Xiaocheng Feng; Lei Huang; Xiachong Feng; Ziyun Song; Ruihan Chen; Liang Zhao; Weitao Ma; Yuxuan Gu; Baoxin Wang; Dayong Wu; Guoping Hu; Ting Liu; Bing Qin | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.631/ | emnlp2025.csv |
2,025 | EMNLP | Enhancing Model Privacy in Federated Learning with Random Masking and Quantization | Zhibo Xu; Zhu JianHao; Jingwen Xu; Changze Lv; Zhenghua Wang; Zisu Huang; Xiaohua Wang; Muling Wu; Qi Qian; Xiaoqing Zheng; Xuanjing Huang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.632/ | emnlp2025.csv |
2,025 | EMNLP | SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning | Mingsheng Cai; Jiuming Jiang; Wenhao Huang; Che Liu; Rossella Arcucci | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.633/ | emnlp2025.csv |
2,025 | EMNLP | Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique | Tej Deep Pala; Vernon Toh; Rishabh Bhardwaj; Soujanya Poria | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.634/ | emnlp2025.csv |
2,025 | EMNLP | Do What? Teaching Vision-Language-Action Models to Reject the Impossible | Wen-Han Hsieh; Elvis Hsieh; Dantong Niu; Trevor Darrell; Roei Herzig; David M. Chan | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.635/ | emnlp2025.csv |
2,025 | EMNLP | AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration | Chunhao Tian; Yutong Wang; Xuebo Liu; Zhexuan Wang; Liang Ding; Miao Zhang; Min Zhang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.636/ | emnlp2025.csv |
2,025 | EMNLP | Time to Revisit Exact Match | Auss Abbood; Zaiqiao Meng; Nigel Collier | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.637/ | emnlp2025.csv |
2,025 | EMNLP | LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains | Liyao Li; Jiaming Tian; Hao Chen; Wentao Ye; Chao Ye; Haobo Wang; Ningtao Wang; Xing Fu; Gang Chen; Junbo Zhao | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.638/ | emnlp2025.csv |
2,025 | EMNLP | Exploring and Evaluating Multimodal Knowledge Reasoning Consistency of Multimodal Large Language Models | Boyu Jia; Junzhe Zhang; Huixuan Zhang; Xiaojun Wan | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.639/ | emnlp2025.csv |
2,025 | EMNLP | MPTA: MultiTask Personalization Assessment | Matthieu Tehenan; Eric Chamoun; Andreas Vlachos | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.640/ | emnlp2025.csv |
2,025 | EMNLP | Semantic Geometry of Sentence Embeddings | Matthieu Tehenan | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.641/ | emnlp2025.csv |
2,025 | EMNLP | ReAlign: Structured Revision for Small Language Model Alignment | Ruijun Chen; Jiajian Guo; Hongzhan Chen; Fanqi Wan; Qifan Wang; Xiaojun Quan | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.642/ | emnlp2025.csv |
2,025 | EMNLP | Curr-ReFT: Overcoming Training Bottlenecks in Small-scale Vision-Language Models via Curriculum Reinforcement Finetuning | Huilin Deng; Ding Zou; Xinghao Zhao; Rui Ma; Yanming Guo; Yang Cao; Yu Kang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.643/ | emnlp2025.csv |
2,025 | EMNLP | Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge | Yan-Lun Chen; Yi-Ru Wei; Chia-Yi Hsu; Chia-Mu Yu; Chun-Ying Huang; Ying-Dar Lin; Yu-Sung Wu; Wei-Bin Lee | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.644/ | emnlp2025.csv |
2,025 | EMNLP | Revisiting Pruning vs Quantization for Small Language Models | Zihan Zhou; Simon Kurz; Zhixue Zhao | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.645/ | emnlp2025.csv |
2,025 | EMNLP | CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis | Xinzhe Xu; Liang Zhao; Hongshen Xu; Chenchenc | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.646/ | emnlp2025.csv |
2,025 | EMNLP | polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design | Anagha Savit; Harikrishna Sahu; Shivank S. Shukla; Wei Xiong; Rampi Ramprasad | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.647/ | emnlp2025.csv |
2,025 | EMNLP | A Survey of RAG-Reasoning Systems in Large Language Models | Yangning Li; Weizhi Zhang; Yuyao Yang; Wei-Chieh Huang; Yaozu Wu; Junyu Luo; Yuanchen Bei; Henry Peng Zou; Xiao Luo; Yusheng Zhao; Chunkit Chan; Yankai Chen; Zhongfen Deng; Yinghui Li; Hai-Tao Zheng; Dongyuan Li; Renhe Jiang; Ming Zhang; Yangqiu Song; Philip S. Yu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.648/ | emnlp2025.csv |
2,025 | EMNLP | REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction | Omar Sharif; Joseph Gatto; Madhusudan Basak; Sarah Masud Preum | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.649/ | emnlp2025.csv |
2,025 | EMNLP | Mitigating Interviewer Bias in Multimodal Depression Detection: An Approach with Adversarial Learning and Contextual Positional Encoding | Enshi Zhang; Christian Poellabauer | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.650/ | emnlp2025.csv |
2,025 | EMNLP | AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders | Yuqi Zhang; Yuchun Miao; Zuchao Li; Liang Ding | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.651/ | emnlp2025.csv |
2,025 | EMNLP | Disentangling Language Understanding and Reasoning Structures in Cross-lingual Chain-of-Thought Prompting | Khanh-Tung Tran; Nguyet-Hang Vu; Barry O’Sullivan; Hoang D. Nguyen | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.652/ | emnlp2025.csv |
2,025 | EMNLP | MoRoVoc: A Large Dataset for Geographical Variation Identification of the Spoken Romanian Language | Andrei-Marius Avram; Bănescu Ema-Ioana; Anda-Teodora Robea; Dumitru-Clementin Cercel; Mihaela-Claudia Cercel | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.653/ | emnlp2025.csv |
2,025 | EMNLP | Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly | Lance Ying; Ryan Truong; Katherine M. Collins; Cedegao E. Zhang; Megan Wei; Tyler BrookeWilson; Tan Zhi-Xuan; Lionel Wong; Joshua B. Tenenbaum | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.654/ | emnlp2025.csv |
2,025 | EMNLP | MOLE: Metadata Extraction and Validation in Scientific Papers Using LLMs | Zaid Alyafeai; Maged S. Al-shaibani; Bernard Ghanem | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.655/ | emnlp2025.csv |
2,025 | EMNLP | MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models | Mugilan Ganesan; Shane Segal; Ankur Aggarwal; Nish Sinnadurai; Sean Lie; Vithursan Thangarasa | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.656/ | emnlp2025.csv |
2,025 | EMNLP | FESTA: Functionally Equivalent Sampling for Trust Assessment of Multimodal LLMs | Debarpan Bhattacharya; Apoorva Kulkarni; Sriram Ganapathy | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.657/ | emnlp2025.csv |
2,025 | EMNLP | ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation | Siying Zhou; Yiquan Wu; Hui Chen; Xueyu Hu; Kun Kuang; Adam Jatowt; Chunyan Zheng; Fei Wu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.658/ | emnlp2025.csv |
2,025 | EMNLP | Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification | Yifei Yuan; Jiatong Li; Weijia Zhang; Mohammad Aliannejadi; Evangelos Kanoulas; Renjun Hu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.659/ | emnlp2025.csv |
2,025 | EMNLP | Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty | Yu Feng; Phu Mon Htut; Zheng Qi; Wei Xiao; Manuel Mager; Nikolaos Pappas; Kishaloy Halder; Yang Li; Yassine Benajiba; Dan Roth | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.660/ | emnlp2025.csv |
2,025 | EMNLP | Stress-Testing the Reasoning Competence of Language Models With Formal Proofs | Konstantine Arkoudas; Serafim Batzoglou | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.661/ | emnlp2025.csv |
2,025 | EMNLP | Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization | Chuyuan Li; Austin Xu; Shafiq Joty; Giuseppe Carenini | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.662/ | emnlp2025.csv |
2,025 | EMNLP | FACTCHECKMATE: Preemptively Detecting and Mitigating Hallucinations in LMs | Deema Alnuhait; Neeraja Kirtane; Muhammad Khalifa; Hao Peng | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.663/ | emnlp2025.csv |
2,025 | EMNLP | Dialectal Toxicity Detection: Evaluating LLM-as-a-Judge Consistency Across Language Varieties | Fahim Faisal; Md Mushfiqur Rahman; Antonios Anastasopoulos | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.664/ | emnlp2025.csv |
2,025 | EMNLP | Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models | Pushkar Shukla; Aditya Chinchure; Emily Diana; Alexander Tolbert; Kartik Hosanagar; Vineeth N. Balasubramanian; Leonid Sigal; Matthew A. Turk | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.665/ | emnlp2025.csv |
2,025 | EMNLP | Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models | Yuchun Fan; Yilin Wang; Yongyu Mu; Lei Huang; Bei Li; Xiaocheng Feng; Tong Xiao; JingBo Zhu | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.666/ | emnlp2025.csv |
2,025 | EMNLP | InfAL: Inference Time Adversarial Learning for Improving Research Ideation | Sikun Guo; Amir Hassan Shariatmadari; Peng Wang; Albert Huang; Aidong Zhang | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.667/ | emnlp2025.csv |
2,025 | EMNLP | Speculative Decoding for Multi-Sample Inference | Yiwei Li; Jiayi Shi; Shaoxiong Feng; Peiwen Yuan; Xinglin Wang; Yueqi Zhang; Ji Zhang; Chuyi Tan; Boyuan Pan; Yao Hu; Kan Li | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.668/ | emnlp2025.csv |
2,025 | EMNLP | LSRL: Process-Supervised GRPO on Latent Recurrent States Improves Mathematical Reasoning | Hangliang Ren | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.669/ | emnlp2025.csv |
2,025 | EMNLP | Multi-token Mask-filling and Implicit Discourse Relations | Meinan Liu; Yunfang Dong; Xixian Liao; Bonnie Webber | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.670/ | emnlp2025.csv |
2,025 | EMNLP | Schema Generation for Large Knowledge Graphs Using Large Language Models | Bohui Zhang; Yuan He; Lydia Pintscher; Albert Meroño-Peñuela; Elena Simperl | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.671/ | emnlp2025.csv |
2,025 | EMNLP | MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search | Yunhai Hu; Yilun Zhao; Chen Zhao; Arman Cohan | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.672/ | emnlp2025.csv |
2,025 | EMNLP | What if Othello-Playing Language Models Could See? | Xinyi Chen; Yifei Yuan; Jiaang Li; Serge Belongie; Maarten de Rijke; Anders Søgaard | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.673/ | emnlp2025.csv |
2,025 | EMNLP | LLM-Based Web Data Collection for Research Dataset Creation | Thomas Berkane; Marie-Laure Charpignon; Maimuna S. Majumder | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.674/ | emnlp2025.csv |
2,025 | EMNLP | PsyScam: A Benchmark for Psychological Techniques in Real-World Scams | Shang Ma; Tianyi Ma; Jiahao Liu; Wei Song; Zhenkai Liang; Xusheng Xiao; Yanfang Ye | Findings of EMNLP 2025 | https://aclanthology.org/2025.findings-emnlp.675/ | emnlp2025.csv |
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