year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | EMNLP | T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering | Zhengyi Zhao; Shubo Zhang; Zezhong Wang; Huimin Wang; Yutian Zhao; Bin Liang; Yefeng Zheng; Binyang Li; Kam-Fai Wong; Xian Wu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.185/ | emnlp2025.csv |
2,025 | EMNLP | Non-Existent Relationship: Fact-Aware Multi-Level Machine-Generated Text Detection | Yang Wu; Ruijia Wang; Jie Wu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.186/ | emnlp2025.csv |
2,025 | EMNLP | Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations | Ziwei Ji; Lei Yu; Yeskendir Koishekenov; Yejin Bang; Anthony Hartshorn; Alan Schelten; Cheng Zhang; Pascale Fung; Nicola Cancedda | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.187/ | emnlp2025.csv |
2,025 | EMNLP | JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning | Huanghai Liu; Quzhe Huang; Qingjing Chen; Yiran Hu; Jiayu Ma; Yun Liu; Weixing Shen; Yansong Feng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.188/ | emnlp2025.csv |
2,025 | EMNLP | CIE: Controlling Language Model Text Generations Using Continuous Signals | Vinay Samuel; Harshita Diddee; Yiming Zhang; Daphne Ippolito | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.189/ | emnlp2025.csv |
2,025 | EMNLP | Stand on The Shoulders of Giants: Building JailExpert from Previous Attack Experience | Xi Wang; Songlei Jian; Shasha Li; Xiaopeng Li; Bin Ji; Ma Jun; Xiaodong Liu; Jing Wang; Jianfeng Zhang; Jie Yu; Feilong Bao; Wangbaosheng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.190/ | emnlp2025.csv |
2,025 | EMNLP | Language-to-Space Programming for Training-Free 3D Visual Grounding | Boyu Mi; Hanqing Wang; Tai Wang; Yilun Chen; Jiangmiao Pang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.191/ | emnlp2025.csv |
2,025 | EMNLP | RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions | Wanlong Liu; Junying Chen; Ke Ji; Li Zhou; Wenyu Chen; Benyou Wang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.192/ | emnlp2025.csv |
2,025 | EMNLP | AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation | Yilong Lai; Jialong Wu; Zhenglin Wang; Deyu Zhou | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.193/ | emnlp2025.csv |
2,025 | EMNLP | SmartBench: Is Your LLM Truly a Good Chinese Smartphone Assistant? | Xudong Lu; Haohao Gao; Renshou Wu; Shuai Ren; Xiaoxin Chen; Hongsheng Li; Fangyuan Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.194/ | emnlp2025.csv |
2,025 | EMNLP | F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task | Tan Yue; Rui Mao; Zilong Song; Zonghai Hu; Dongyan Zhao | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.195/ | emnlp2025.csv |
2,025 | EMNLP | Icon2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation | Qiyuan Chen; Hongsen Huang; Qian Shao; Jiahe Chen; Jintai Chen; Hongxia Xu; Renjie Hua; Ren Chuan; Jian Wu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.196/ | emnlp2025.csv |
2,025 | EMNLP | DSCD: Large Language Model Detoxification with Self-Constrained Decoding | Ming Dong; Jinkui Zhang; Bolong Zheng; Xinhui Tu; Po Hu; Tingting He | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.197/ | emnlp2025.csv |
2,025 | EMNLP | From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models | Jue Zhang; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.198/ | emnlp2025.csv |
2,025 | EMNLP | Quantifying Language Disparities in Multilingual Large Language Models | Songbo Hu; Ivan Vulić; Anna Korhonen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.199/ | emnlp2025.csv |
2,025 | EMNLP | KoBLEX: Open Legal Question Answering with Multi-hop Reasoning | Jihyung Lee; Daehui Kim; Seonjeong Hwang; Hyounghun Kim; Gary Lee | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.200/ | emnlp2025.csv |
2,025 | EMNLP | End-to-End Learnable Psychiatric Scale Guided Risky Post Screening for Depression Detection on Social Media | Bichen Wang; Yuzhe Zi; Yixin Sun; Hao Yang; Yanyan Zhao; Bing Qin | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.201/ | emnlp2025.csv |
2,025 | EMNLP | ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA | Zhao Xinjie; Fan Gao; Xingyu Song; Yingjian Chen; Rui Yang; Yanran Fu; Yuyang Wang; Yusuke Iwasawa; Yutaka Matsuo; Irene Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.202/ | emnlp2025.csv |
2,025 | EMNLP | Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science | Peter Jansen; Samiah Hassan; Ruoyao Wang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.203/ | emnlp2025.csv |
2,025 | EMNLP | ModRWKV: Transformer Multimodality in Linear Time | Jiale Kang; Ziyin Yue; Qingyu Yin; Rui Jiang; Weile Li; Zening Lu; Zhouran Ji | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.204/ | emnlp2025.csv |
2,025 | EMNLP | Multimedia Event Extraction with LLM Knowledge Editing | Jiaao Yu; Yijing Lin; Zhipeng Gao; Xuesong Qiu; Lanlan Rui | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.205/ | emnlp2025.csv |
2,025 | EMNLP | Exploring the Impact of Personality Traits on LLM Bias and Toxicity | Shuo Wang; Renhao Li; Xi Chen; Yulin Yuan; Min Yang; Derek F. Wong | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.206/ | emnlp2025.csv |
2,025 | EMNLP | Task-aware Contrastive Mixture of Experts for Quadruple Extraction in Conversations with Code-like Replies and Non-opinion Detection | Chenyuan He; Yuxiang Jia; Fei Gao; Senbin Zhu; Hongde Liu; Hongying Zan; Min Peng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.207/ | emnlp2025.csv |
2,025 | EMNLP | Mitigating Biases in Language Models via Bias Unlearning | Dianqing Liu; Yi Liu; Guoqing Jin; Zhendong Mao | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.208/ | emnlp2025.csv |
2,025 | EMNLP | UNComp: Can Matrix Entropy Uncover Sparsity? — A Compressor Design from an Uncertainty-Aware Perspective | Jing Xiong; Jianghan Shen; Fanghua Ye; Chaofan Tao; Zhongwei Wan; Jianqiao Lu; Xun Wu; Chuanyang Zheng; Zhijiang Guo; Min Yang; Lingpeng Kong; Ngai Wong | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.209/ | emnlp2025.csv |
2,025 | EMNLP | Superpose Task-specific Features for Model Merging | Haiquan Qiu; You Wu; Dong Li; Jianmin Guo; Quanming Yao | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.210/ | emnlp2025.csv |
2,025 | EMNLP | FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain | Suifeng Zhao; Zhuoran Jin; Sujian Li; Jun Gao | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.211/ | emnlp2025.csv |
2,025 | EMNLP | BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism | Qinzhuo Wu; Pengzhi Gao; Wei Liu; Jian Luan | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.212/ | emnlp2025.csv |
2,025 | EMNLP | Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective | Siyue Zhang; Yilun Zhao; Liyuan Geng; Arman Cohan; Anh Tuan Luu; Chen Zhao | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.213/ | emnlp2025.csv |
2,025 | EMNLP | BannerAgency: Advertising Banner Design with Multimodal LLM Agents | Heng Wang; Yotaro Shimose; Shingo Takamatsu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.214/ | emnlp2025.csv |
2,025 | EMNLP | DIDS: Domain Impact-aware Data Sampling for Large Language Model Training | Weijie Shi; Jipeng Zhang; Yaguang Wu; Jingzhi Fang; Shibo Zhang; Yao Zhao; Hao Chen; Ruiyuan Zhang; Yue Cui; Jia Zhu; Sirui Han; Jiajie Xu; Xiaofang Zhou | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.215/ | emnlp2025.csv |
2,025 | EMNLP | Training LLMs to be Better Text Embedders through Bidirectional Reconstruction | Chang Su; Dengliang Shi; Siyuan Huang; Jintao Du; Changhua Meng; Yu Cheng; Weiqiang Wang; Zhouhan Lin | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.216/ | emnlp2025.csv |
2,025 | EMNLP | ReMedy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling | Shaomu Tan; Christof Monz | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.217/ | emnlp2025.csv |
2,025 | EMNLP | SolEval: Benchmarking Large Language Models for Repository-level Solidity Smart Contract Generation | Zhiyuan Peng; Xin Yin; Rui Qian; Peiqin Lin; YongKang Liu; Hao Zhang; Chenhao Ying; Yuan Luo | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.218/ | emnlp2025.csv |
2,025 | EMNLP | In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties | Nathan Roll; Calbert Graham; Yuka Tatsumi; Kim Tien Nguyen; Meghan Sumner; Dan Jurafsky | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.219/ | emnlp2025.csv |
2,025 | EMNLP | Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills | Changsheng Wang; Chongyu Fan; Yihua Zhang; Jinghan Jia; Dennis Wei; Parikshit Ram; Nathalie Baracaldo; Sijia Liu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.220/ | emnlp2025.csv |
2,025 | EMNLP | Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions | Yijun Shen; Delong Chen; Fan Liu; Xingyu Wang; Chuanyi Zhang; Liang Yao; Yuhui Zheng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.221/ | emnlp2025.csv |
2,025 | EMNLP | DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling | Hao Sun; Zile Qiao; Bo Wang; Guoxin Chen; Yingyan Hou; Yong Jiang; Pengjun Xie; Fei Huang; Yan Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.222/ | emnlp2025.csv |
2,025 | EMNLP | RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis | Jianwei Wang; Chengming Shi; Junyao Yang; Haoran Li; Qianli Ma; Huiping Zhuang; Cen Chen; Ziqian Zeng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.223/ | emnlp2025.csv |
2,025 | EMNLP | Synergizing Multimodal Temporal Knowledge Graphs and Large Language Models for Social Relation Recognition | Haorui Wang; Zheng Wang; Yuxuan Zhang; Bo Wang; Bin Wu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.224/ | emnlp2025.csv |
2,025 | EMNLP | LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation | Chaeeun Kim; Jinu Lee; Wonseok Hwang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.225/ | emnlp2025.csv |
2,025 | EMNLP | ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering | Jingxuan Wei; Nan Xu; Junnan Zhu; Haoyanni; Gaowei Wu; Qi Chen; Bihui Yu; Lei Wang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.226/ | emnlp2025.csv |
2,025 | EMNLP | COLA: Collaborative Multi-Agent Framework with Dynamic Task Scheduling for GUI Automation | Di Zhao; Longhui Ma; Siwei Wang; Miao Wang; Zhao Lv | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.227/ | emnlp2025.csv |
2,025 | EMNLP | DASA-Trans-STM: Adaptive Efficient Transformer for Short Text Matching using Data Augmentation and Semantic Awareness | Jiguo Liu; Chao Liu; Meimei Li; Nan Li; Shihao Gao; Dali Zhu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.228/ | emnlp2025.csv |
2,025 | EMNLP | Pruning the Paradox: How CLIP’s Most Informative Heads Enhance Performance While Amplifying Bias | Avinash Madasu; Vasudev Lal; Phillip Howard | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.229/ | emnlp2025.csv |
2,025 | EMNLP | CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation | Ziyue Liu; Ruijie Zhang; Zhengyang Wang; Mingsong Yan; Zi Yang; Paul D. Hovland; Bogdan Nicolae; Franck Cappello; Sui Tang; Zheng Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.230/ | emnlp2025.csv |
2,025 | EMNLP | TS-CLIP: Time Series Understanding by CLIP | Ziwen Chen; Xiaoyuan Zhang; Ming Zhu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.231/ | emnlp2025.csv |
2,025 | EMNLP | MultiAgentESC: A LLM-based Multi-Agent Collaboration Framework for Emotional Support Conversation | Yangyang Xu; Jinpeng Hu; Zhuoer Zhao; Zhangling Duan; Xiao Sun; Xun Yang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.232/ | emnlp2025.csv |
2,025 | EMNLP | Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models | Yilin Wang; Heng Wang; Yuyang Bai; Minnan Luo | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.233/ | emnlp2025.csv |
2,025 | EMNLP | Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding | Yun-Shiuan Chuang; Sameer Narendran; Nikunj Harlalka; Alexander Cheung; Sizhe Gao; Siddharth Suresh; Junjie Hu; Timothy T. Rogers | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.234/ | emnlp2025.csv |
2,025 | EMNLP | Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation | Jun-Yu Ma; Tianqing Fang; Zhisong Zhang; Hongming Zhang; Haitao Mi; Dong Yu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.235/ | emnlp2025.csv |
2,025 | EMNLP | Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination | Zhongyi Ye; Weitai Zhang; Xinyuan Zhou; Yongxin Zhu; Ninghui Rao; Enhong Chen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.236/ | emnlp2025.csv |
2,025 | EMNLP | BeSimulator: A Large Language Model Powered Text-based Behavior Simulator | Jianan Wang; Bin Li; Jingtao Qi; Xueying Wang; Fu Li; Lihanxun | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.237/ | emnlp2025.csv |
2,025 | EMNLP | Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs | Hexiang Tan; Fei Sun; Sha Liu; Du Su; Qi Cao; Xin Chen; Jingang Wang; Xunliang Cai; Yuanzhuo Wang; Huawei Shen; Xueqi Cheng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.238/ | emnlp2025.csv |
2,025 | EMNLP | pFedGPT: Hierarchically Optimizing LoRA Aggregation Weights for Personalized Federated GPT Models | Zhanming Shen; Tianqi Xu; Hao Wang; Jian Li; Miao Pan | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.239/ | emnlp2025.csv |
2,025 | EMNLP | QSpec: Speculative Decoding with Complementary Quantization Schemes | Juntao Zhao; Wenhao Lu; Sheng Wang; Lingpeng Kong; Chuan Wu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.240/ | emnlp2025.csv |
2,025 | EMNLP | Co-Evolving LLMs and Embedding Models via Density-Guided Preference Optimization for Text Clustering | Zetong Li; Qinliang Su; Minhua Huang; Yin Yang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.241/ | emnlp2025.csv |
2,025 | EMNLP | P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs | Yidan Zhang; Yu Wan; Boyi Deng; Baosong Yang; Hao-Ran Wei; Fei Huang; Bowen Yu; Dayiheng Liu; Junyang Lin; Fei Huang; Jingren Zhou | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.242/ | emnlp2025.csv |
2,025 | EMNLP | Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization | Yutao Zhu; Jiajie Jin; Hongjin Qian; Zheng Liu; Zhicheng Dou; Ji-Rong Wen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.243/ | emnlp2025.csv |
2,025 | EMNLP | TrInk: Ink Generation with Transformer Network | Zezhong Jin; Shubhang Desai; Xu Chen; Biyi Fang; Zhuoyi Huang; Zhe Li; Chong-Xin Gan; Xiao Tu; Man-Wai Mak; Yan Lu; Shujie Liu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.244/ | emnlp2025.csv |
2,025 | EMNLP | CalligraphicOCR for Chinese Calligraphy Recognition | Xiaoyi Bao; Zhongqing Wang; Jinghang Gu; Chu-Ren Huang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.245/ | emnlp2025.csv |
2,025 | EMNLP | When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models | Cheng Wang; Gelei Deng; Xianglin Yang; Han Qiu; Tianwei Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.246/ | emnlp2025.csv |
2,025 | EMNLP | RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models | Pingyi Hu; Xiaofan Bai; Xiaojing Ma; Chaoxiang He; Dongmei Zhang; Bin Benjamin Zhu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.247/ | emnlp2025.csv |
2,025 | EMNLP | Model-based Large Language Model Customization as Service | Zhaomin Wu; Jizhou Guo; Junyi Hou; Bingsheng He; Lixin Fan; Qiang Yang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.248/ | emnlp2025.csv |
2,025 | EMNLP | Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents | Haochen Sun; Shuwen Zhang; Lujie Niu; Lei Ren; Hao Xu; Hao Fu; Fangkun Zhao; Caixia Yuan; Xiaojie Wang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.249/ | emnlp2025.csv |
2,025 | EMNLP | Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information | Yao Chen; Jiawei Sheng; Wenyuan Zhang; Tingwen Liu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.250/ | emnlp2025.csv |
2,025 | EMNLP | Through the Valley: Path to Effective Long CoT Training for Small Language Models | Renjie Luo; Jiaxi Li; Chen Huang; Wei Lu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.251/ | emnlp2025.csv |
2,025 | EMNLP | RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution | Jiahui Li; Lin Li; Tai-Wei Chang; Kun Kuang; Long Chen; Jun Zhou; Cheng Yang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.252/ | emnlp2025.csv |
2,025 | EMNLP | SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models | Peng Ding; Wen Sun; Dailin Li; Wei Zou; Jiaming Wang; Jiajun Chen; Shujian Huang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.253/ | emnlp2025.csv |
2,025 | EMNLP | InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles | Zizhen Li; Chuanhao Li; Yibin Wang; Qi Chen; Diping Song; Yukang Feng; Jianwen Sun; Jiaxin Ai; Fanrui Zhang; Mingzhu Sun; Kaipeng Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.254/ | emnlp2025.csv |
2,025 | EMNLP | MIO: A Foundation Model on Multimodal Tokens | Zekun Moore Wang; King Zhu; Chunpu Xu; Wangchunshu Zhou; Jiaheng Liu; Yibo Zhang; Jessie Wang; Ning Shi; Siyu Li; Yizhi Li; Haoran Que; Zhaoxiang Zhang; Yuanxing Zhang; Ge Zhang; Ke Xu; Jie Fu; Wenhao Huang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.255/ | emnlp2025.csv |
2,025 | EMNLP | DART: Distilling Autoregressive Reasoning to Silent Thought | Nan Jiang; Ziming Wu; De-Chuan Zhan; Fuming Lai; Shaobing Lian | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.256/ | emnlp2025.csv |
2,025 | EMNLP | LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization | Qi Zhang; Shouqing Yang; Lirong Gao; Hao Chen; Xiaomeng Hu; Jinglei Chen; Jiexiang Wang; Sheng Guo; Bo Zheng; Haobo Wang; Junbo Zhao | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.257/ | emnlp2025.csv |
2,025 | EMNLP | CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency | Zhanming Shen; Hao Chen; Yulei Tang; Shaolin Zhu; Wentao Ye; Xiaomeng Hu; Haobo Wang; Gang Chen; Junbo Zhao | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.258/ | emnlp2025.csv |
2,025 | EMNLP | Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where? | Grace LeFevre; Qingcheng Zeng; Adam Leif; Jason Jewell; Denis Peskoff; Rob Voigt | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.259/ | emnlp2025.csv |
2,025 | EMNLP | From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models | Zhihan Guo; Jiele Wu; Wenqian Cui; Yifei Zhang; Minda Hu; Yufei Wang; Irwin King | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.260/ | emnlp2025.csv |
2,025 | EMNLP | Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model | Xinyue Lou; You Li; Jinan Xu; Xiangyu Shi; Chi Chen; Kaiyu Huang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.261/ | emnlp2025.csv |
2,025 | EMNLP | Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models | Bajian Xiang; Shuaijiang Zhao; Tingwei Guo; Wei Zou | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.262/ | emnlp2025.csv |
2,025 | EMNLP | AssoCiAm: A Benchmark for Evaluating Association Thinking while Circumventing Ambiguity | Yifan Liu; Wenkuan Zhao; Shanshan Zhong; Jinghui Qin; Mingfu Liang; Zhongzhan Huang; Wushao Wen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.263/ | emnlp2025.csv |
2,025 | EMNLP | M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models | Zexuan Li; Hongliang Dai; Piji Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.264/ | emnlp2025.csv |
2,025 | EMNLP | R-TOFU: Unlearning in Large Reasoning Models | Sangyeon Yoon; Wonje Jeung; Albert No | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.265/ | emnlp2025.csv |
2,025 | EMNLP | Chat-Driven Text Generation and Interaction for Person Retrieval | Zequn Xie; Chuxin Wang; Yeqiang Wang; Sihang Cai; Shulei Wang; Tao Jin | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.266/ | emnlp2025.csv |
2,025 | EMNLP | Spontaneous Giving and Calculated Greed in Language Models | Yuxuan Li; Hirokazu Shirado | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.267/ | emnlp2025.csv |
2,025 | EMNLP | SenDetEX: Sentence-Level AI-Generated Text Detection for Human-AI Hybrid Content via Style and Context Fusion | Lei Jiang; Desheng Wu; Xiaolong Zheng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.268/ | emnlp2025.csv |
2,025 | EMNLP | Judge and Improve: Towards a Better Reasoning of Knowledge Graphs with Large Language Models | Mo Zhiqiang; Yang Hua; Jiahui Li; Yuan Liu; Shawn Wong; Jianmin Huang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.269/ | emnlp2025.csv |
2,025 | EMNLP | Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm | Zhuo Li; Yuhao Du; Xiaoqi Jiao; Steven Y. Guo; Yuege Feng; Xiang Wan; Anningzhe Gao; Jinpeng Hu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.270/ | emnlp2025.csv |
2,025 | EMNLP | QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models | Jiajun Zhou; Yifan Yang; Kai Zhen; Ziyue Liu; Yequan Zhao; Ershad Banijamali; Athanasios Mouchtaris; Ngai Wong; Zheng Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.271/ | emnlp2025.csv |
2,025 | EMNLP | Cost-Optimal Grouped-Query Attention for Long-Context Modeling | Yingfa Chen; Yutong Wu; Chenyang Song; Zhen Leng Thai; Xingyu Shen; Xu Han; Zhiyuan Liu; Maosong Sun | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.272/ | emnlp2025.csv |
2,025 | EMNLP | ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model | Zhongyi Zhou; Yichen Zhu; Minjie Zhu; Junjie Wen; Ning Liu; Zhiyuan Xu; Weibin Meng; Yaxin Peng; Chaomin Shen; Feifei Feng; Yi Xu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.273/ | emnlp2025.csv |
2,025 | EMNLP | KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation | Ziyi Guan; Jason Chun Lok Li; Zhijian Hou; Pingping Zhang; Donglai Xu; Yuzhi Zhao; Mengyang Wu; Jinpeng Chen; Thanh-Toan Nguyen; Pengfei Xian; Wenao Ma; Shengchao Qin; Graziano Chesi; Ngai Wong | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.274/ | emnlp2025.csv |
2,025 | EMNLP | CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling | Jihai Zhang; Xiaoye Qu; Tong Zhu; Yu Cheng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.275/ | emnlp2025.csv |
2,025 | EMNLP | Search-o1: Agentic Search-Enhanced Large Reasoning Models | Xiaoxi Li; Guanting Dong; Jiajie Jin; Yuyao Zhang; Yujia Zhou; Yutao Zhu; Peitian Zhang; Zhicheng Dou | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.276/ | emnlp2025.csv |
2,025 | EMNLP | From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations | Shenghan Wu; Yimo Zhu; Wynne Hsu; Mong-Li Lee; Yang Deng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.277/ | emnlp2025.csv |
2,025 | EMNLP | Select-Then-Decompose: From Empirical Analysis to Adaptive Selection Strategy for Task Decomposition in Large Language Models | Shuodi Liu; Yingzhuo Liu; Zi Wang; Yusheng Wang; Huijia Wu; Liuyu Xiang; Zhaofeng He | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.278/ | emnlp2025.csv |
2,025 | EMNLP | TombRaider: Entering the Vault of History to Jailbreak Large Language Models | Junchen Ding; Jiahao Zhang; Yi Liu; Ziqi Ding; Gelei Deng; Yuekang Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.279/ | emnlp2025.csv |
2,025 | EMNLP | Text Meets Topology: Rethinking Out-of-distribution Detection in Text-Rich Networks | Danny Wang; Ruihong Qiu; Guangdong Bai; Zi Huang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.280/ | emnlp2025.csv |
2,025 | EMNLP | APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport | Zhuo Li; Yuege Feng; Dandan Guo; Jinpeng Hu; Anningzhe Gao; Xiang Wan | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.281/ | emnlp2025.csv |
2,025 | EMNLP | HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation | Feng Xiong; Hongling Xu; Yifei Wang; Runxi Cheng; Yong Wang; Xiangxiang Chu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.282/ | emnlp2025.csv |
2,025 | EMNLP | SEPS: A Separability Measure for Robust Unlearning in LLMs | Wonje Jeung; Sangyeon Yoon; Albert No | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.283/ | emnlp2025.csv |
2,025 | EMNLP | TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection | Zehong Yan; Peng Qi; Wynne Hsu; Mong-Li Lee | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.284/ | emnlp2025.csv |
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