year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | EMNLP | Intrinsic Test of Unlearning Using Parametric Knowledge Traces | Yihuai Hong; Lei Yu; Haiqin Yang; Shauli Ravfogel; Mor Geva | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.985/ | emnlp2025.csv |
2,025 | EMNLP | Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention | Nikhil Bhendawade; Irina Belousova; Qichen Fu; Henry Mason; Antonie Lin; Mohammad Rastegari; Mahyar Najibi | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.986/ | emnlp2025.csv |
2,025 | EMNLP | Evaluating Cognitive-Behavioral Fixation via Multimodal User Viewing Patterns on Social Media | Yujie Wang; Yunwei Zhao; Jing Yang; Han Han; Shiguang Shan; Jie Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.987/ | emnlp2025.csv |
2,025 | EMNLP | Mind the Gap: A Closer Look at Tokenization for Multiple-Choice Question Answering with LLMs | Mario Sanz-Guerrero; Minh Duc Bui; Katharina von der Wense | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.988/ | emnlp2025.csv |
2,025 | EMNLP | VocalNet: Speech LLMs with Multi-Token Prediction for Faster and High-Quality Generation | Yuhao Wang; Heyang Liu; Ziyang Cheng; Ronghua Wu; Qunshan Gu; Yanfeng Wang; Yu Wang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.989/ | emnlp2025.csv |
2,025 | EMNLP | Path Drift in Large Reasoning Models: How First-Person Commitments Override Safety | Yuyi Huang; Runzhe Zhan; Lidia S. Chao; Ailin Tao; Derek F. Wong | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.990/ | emnlp2025.csv |
2,025 | EMNLP | CBP-Tuning: Efficient Local Customization for Black-box Large Language Models | Jiaxuan Zhao; Naibin Gu; Yuchen Feng; Xiyu Liu; Peng Fu; Zheng Lin; Weiping Wang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.991/ | emnlp2025.csv |
2,025 | EMNLP | Beyond the Score: Uncertainty-Calibrated LLMs for Automated Essay Assessment | Ahmed Karim; Qiao Wang; Zheng Yuan | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.992/ | emnlp2025.csv |
2,025 | EMNLP | Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts | Georgios Chochlakis; Peter Wu; Tikka Arjun Singh Bedi; Marcus Ma; Kristina Lerman; Shrikanth Narayanan | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.993/ | emnlp2025.csv |
2,025 | EMNLP | Do It Yourself (DIY): Modifying Images for Poems in a Zero-Shot Setting Using Weighted Prompt Manipulation | Sofia Jamil; Kotla Sai Charan; Sriparna Saha; Koustava Goswami; Joseph K J | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.994/ | emnlp2025.csv |
2,025 | EMNLP | Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance | Haozhe Zhao; Shuzheng Si; Liang Chen; Yichi Zhang; Maosong Sun; Baobao Chang; Minjia Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.995/ | emnlp2025.csv |
2,025 | EMNLP | Who Holds the Pen? Caricature and Perspective in LLM Retellings of History | Lubna Zahan Lamia; Mabsur Fatin Bin Hossain; Md Mosaddek Khan | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.996/ | emnlp2025.csv |
2,025 | EMNLP | DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs | Minxuan Lv; Zhenpeng Su; Leiyu Pan; Yizhe Xiong; Zijia Lin; Hui Chen; Wei Zhou; Jungong Han; Guiguang Ding; Wenwu Ou; Di Zhang; Kun Gai; Songlin Hu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.997/ | emnlp2025.csv |
2,025 | EMNLP | Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty | Peilin Wu; Mian Zhang; Xinlu Zhang; Xinya Du; Zhiyu Chen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.998/ | emnlp2025.csv |
2,025 | EMNLP | Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models | Francesca Padovani; Jaap Jumelet; Yevgen Matusevych; Arianna Bisazza | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.999/ | emnlp2025.csv |
2,025 | EMNLP | Benchmarking Debiasing Methods for LLM-based Parameter Estimates | Nicolas Audinet de Pieuchon; Adel Daoud; Connor Thomas Jerzak; Moa Johansson; Richard Johansson | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1000/ | emnlp2025.csv |
2,025 | EMNLP | (Almost) Free Modality Stitching of Foundation Models | Jaisidh Singh; Diganta Misra; Boris Knyazev; Antonio Orvieto | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1001/ | emnlp2025.csv |
2,025 | EMNLP | VERITAS: Leveraging Vision Priors and Expert Fusion to Improve Multimodal Data | Tingqiao Xu; Ziru Zeng; Jiayu Chen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1002/ | emnlp2025.csv |
2,025 | EMNLP | Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context | Rushi Wang; Jiateng Liu; Cheng Qian; Yifan Shen; Yanzhou Pan; Zhaozhuo Xu; Ahmed Abbasi; Heng Ji; Denghui Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1003/ | emnlp2025.csv |
2,025 | EMNLP | Exploring Artificial Image Generation for Stance Detection | Zhengkang Zhang; Zhongqing Wang; Guodong Zhou | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1004/ | emnlp2025.csv |
2,025 | EMNLP | Hope vs. Hate: Understanding User Interactions with LGBTQ+ News Content in Mainstream US News Media through the Lens of Hope Speech | Jonathan Pofcher; Christopher M Homan; Randall Sell; Ashiqur R. KhudaBukhsh | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1005/ | emnlp2025.csv |
2,025 | EMNLP | Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs | Andong Hua; Kenan Tang; Chenhe Gu; Jindong Gu; Eric Wong; Yao Qin | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1006/ | emnlp2025.csv |
2,025 | EMNLP | Topic Coverage-based Demonstration Retrieval for In-Context Learning | Wonbin Kweon; SeongKu Kang; Runchu Tian; Pengcheng Jiang; Jiawei Han; Hwanjo Yu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1007/ | emnlp2025.csv |
2,025 | EMNLP | On the Same Wavelength? Evaluating Pragmatic Reasoning in Language Models across Broad Concepts | Linlu Qiu; Cedegao E. Zhang; Joshua B. Tenenbaum; Yoon Kim; Roger P. Levy | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1008/ | emnlp2025.csv |
2,025 | EMNLP | MuseScorer: Idea Originality Scoring At Scale | Ali Sarosh Bangash; Krish Veera; Ishfat Abrar Islam; Raiyan Abdul Baten | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1009/ | emnlp2025.csv |
2,025 | EMNLP | SAFENUDGE: Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs | Joao Fonseca; Andrew Bell; Julia Stoyanovich | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1010/ | emnlp2025.csv |
2,025 | EMNLP | RaDeR: Reasoning-aware Dense Retrieval Models | Debrup Das; Sam O’Nuallain; Razieh Rahimi | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1011/ | emnlp2025.csv |
2,025 | EMNLP | A Culturally-diverse Multilingual Multimodal Video Benchmark & Model | Bhuiyan Sanjid Shafique; Ashmal Vayani; Muhammad Maaz; Hanoona Abdul Rasheed; Dinura Dissanayake; Mohammed Irfan Kurpath; Yahya Hmaiti; Go Inoue; Jean Lahoud; Md. Safirur Rashid; Shadid Intisar Quasem; Maheen Fatima; Franco Vidal; Mykola Maslych; Ketan Pravin More; Sanoojan Baliah; Hasindri Watawana; Yuhao Li; Fabian F... | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1012/ | emnlp2025.csv |
2,025 | EMNLP | DRES: Fake news detection by dynamic representation and ensemble selection | Faramarz Farhangian; Leandro Augusto Ensina; George D C Cavalcanti; Rafael M. O. Cruz | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1013/ | emnlp2025.csv |
2,025 | EMNLP | A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models | Rashin Rahnamoun; Mehrnoush Shamsfard | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1014/ | emnlp2025.csv |
2,025 | EMNLP | Membership and Memorization in LLM Knowledge Distillation | Ziqi Zhang; Ali Shahin Shamsabadi; Hanxiao Lu; Yifeng Cai; Hamed Haddadi | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1015/ | emnlp2025.csv |
2,025 | EMNLP | Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models | Masahiro Kaneko; Alham Fikri Aji; Timothy Baldwin | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1016/ | emnlp2025.csv |
2,025 | EMNLP | Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive‐k | Chihiro Taguchi; Seiji Maekawa; Nikita Bhutani | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1017/ | emnlp2025.csv |
2,025 | EMNLP | Languages Still Left Behind: Toward a Better Multilingual Machine Translation Benchmark | Chihiro Taguchi; Seng Mai; Keita Kurabe; Yusuke Sakai; Georgina Agyei; Soudabeh Eslami; David Chiang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1018/ | emnlp2025.csv |
2,025 | EMNLP | Think Globally, Group Locally: Evaluating LLMs Using Multi-Lingual Word Grouping Games | César Guerra-Solano; Zhuochun Li; Xiang Lorraine Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1019/ | emnlp2025.csv |
2,025 | EMNLP | Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models | Renjie Pi; Kehao Miao; Li Peihang; Runtao Liu; Jiahui Gao; Jipeng Zhang; Xiaofang Zhou | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1020/ | emnlp2025.csv |
2,025 | EMNLP | MR. Judge: Multimodal Reasoner as a Judge | Renjie Pi; Haoping Bai; Qibin Chen; Xiaoming Simon Wang; Jiulong Shan; Xiaojiang Liu; Meng Cao | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1021/ | emnlp2025.csv |
2,025 | EMNLP | MobiZO: Enabling Efficient LLM Fine-Tuning at the Edge via Inference Engines | Lei Gao; Amir Ziashahabi; Yue Niu; Salman Avestimehr; Murali Annavaram | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1022/ | emnlp2025.csv |
2,025 | EMNLP | Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs | Wafa Al Ghallabi; Ritesh Thawkar; Sara Ghaboura; Ketan Pravin More; Omkar Thawakar; Hisham Cholakkal; Salman Khan; Rao Muhammad Anwer | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1023/ | emnlp2025.csv |
2,025 | EMNLP | CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning | Joshua Ong Jun Leang; Aryo Pradipta Gema; Shay B Cohen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1024/ | emnlp2025.csv |
2,025 | EMNLP | s1: Simple test-time scaling | Niklas Muennighoff; Zitong Yang; Weijia Shi; Xiang Lisa Li; Li Fei-Fei; Hannaneh Hajishirzi; Luke Zettlemoyer; Percy Liang; Emmanuel Candès; Tatsunori Hashimoto | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1025/ | emnlp2025.csv |
2,025 | EMNLP | Learning Subjective Label Distributions via Sociocultural Descriptors | Mohammed Fayiz Parappan; Ricardo Henao | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1026/ | emnlp2025.csv |
2,025 | EMNLP | COM-BOM: Bayesian Exemplar Search for Efficiently Exploring the Accuracy-Calibration Pareto Frontier | Gaoxiang Luo; Aryan Deshwal | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1027/ | emnlp2025.csv |
2,025 | EMNLP | ML-Promise: A Multilingual Dataset for Corporate Promise Verification | Yohei Seki; Hakusen Shu; Anaïs Lhuissier; Hanwool Lee; Juyeon Kang; Min-Yuh Day; Chung-Chi Chen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1028/ | emnlp2025.csv |
2,025 | EMNLP | Reading Between the Prompts: How Stereotypes Shape LLM’s Implicit Personalization | Vera Neplenbroek; Arianna Bisazza; Raquel Fernández | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1029/ | emnlp2025.csv |
2,025 | EMNLP | Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation | Yen-Ju Lu; Thomas Thebaud; Laureano Moro-Velazquez; Najim Dehak; Jesus Villalba | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1030/ | emnlp2025.csv |
2,025 | EMNLP | Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation | Di Wu; Seth Aycock; Christof Monz | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1031/ | emnlp2025.csv |
2,025 | EMNLP | How Do Large Vision-Language Models See Text in Image? Unveiling the Distinctive Role of OCR Heads | Ingeol Baek; Hwan Chang; Sunghyun Ryu; Hwanhee Lee | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1032/ | emnlp2025.csv |
2,025 | EMNLP | Explainability and Interpretability of Multilingual Large Language Models: A Survey | Lucas Resck; Isabelle Augenstein; Anna Korhonen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1033/ | emnlp2025.csv |
2,025 | EMNLP | Decoding the Rule Book: Extracting Hidden Moderation Criteria from Reddit Communities | Youngwoo Kim; Himanshu Beniwal; Steven L. Johnson; Thomas Hartvigsen | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1034/ | emnlp2025.csv |
2,025 | EMNLP | AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models | Vatsal Malaviya; Agneet Chatterjee; Maitreya Patel; Yezhou Yang; Chitta Baral | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1035/ | emnlp2025.csv |
2,025 | EMNLP | Assessing French Readability for Adults with Low Literacy: A Global and Local Perspective | Wafa Aissa; Thibault Bañeras-Roux; Elodie Vanzeveren; Lingyun Gao; Rodrigo Wilkens; Thomas François | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1036/ | emnlp2025.csv |
2,025 | EMNLP | LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval | Joohyung Yun; Doyup Lee; Wook-Shin Han | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1037/ | emnlp2025.csv |
2,025 | EMNLP | DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning | Tanmay Parekh; Kartik Mehta; Ninareh Mehrabi; Kai-Wei Chang; Nanyun Peng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1038/ | emnlp2025.csv |
2,025 | EMNLP | SNaRe: Domain-aware Data Generation for Low-Resource Event Detection | Tanmay Parekh; Yuxuan Dong; Lucas Bandarkar; Artin Kim; I-Hung Hsu; Kai-Wei Chang; Nanyun Peng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1039/ | emnlp2025.csv |
2,025 | EMNLP | Table-R1: Inference-Time Scaling for Table Reasoning Tasks | Zheyuan Yang; Lyuhao Chen; Arman Cohan; Yilun Zhao | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1040/ | emnlp2025.csv |
2,025 | EMNLP | LimRank: Less is More for Reasoning-Intensive Information Reranking | Tingyu Song; Yilun Zhao; Siyue Zhang; Chen Zhao; Arman Cohan | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1041/ | emnlp2025.csv |
2,025 | EMNLP | PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving | Mihir Parmar; Xin Liu; Palash Goyal; Yanfei Chen; Long Le; Swaroop Mishra; Hossein Mobahi; Jindong Gu; Zifeng Wang; Hootan Nakhost; Chitta Baral; Chen-Yu Lee; Tomas Pfister; Hamid Palangi | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1042/ | emnlp2025.csv |
2,025 | EMNLP | An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation | Shubham Gandhi; Atharva Naik; Yiqing Xie; Carolyn Rose | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1043/ | emnlp2025.csv |
2,025 | EMNLP | What are Foundation Models Cooking in the Post-Soviet World? | Anton Lavrouk; Tarek Naous; Alan Ritter; Wei Xu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1044/ | emnlp2025.csv |
2,025 | EMNLP | LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning | Tianshi Zheng; Cheng Jiayang; Chunyang Li; Haochen Shi; Zihao Wang; Jiaxin Bai; Yangqiu Song; Ginny Wong; Simon See | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1045/ | emnlp2025.csv |
2,025 | EMNLP | EcoLoRA: Communication-Efficient Federated Fine-Tuning of Large Language Models | Han Liu; Ruoyao Wen; Srijith Nair; Jia Liu; Wenjing Lou; Chongjie Zhang; William Yeoh; Yevgeniy Vorobeychik; Ning Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1046/ | emnlp2025.csv |
2,025 | EMNLP | Memorization ≠ Understanding: Do Large Language Models Have the Ability of Scenario Cognition? | Boxiang Ma; Ru Li; Wang Yuanlong; Hongye Tan; Xiaoli Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1047/ | emnlp2025.csv |
2,025 | EMNLP | Priority on High-Quality: Selecting Instruction Data via Consistency Verification of Noise Injection | Hong Zhang; Feng Zhao; Ruilin Zhao; Cheng Yan; Kangzheng Liu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1048/ | emnlp2025.csv |
2,025 | EMNLP | Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs | Xin Gao; Ruiyi Zhang; Daniel Du; Saurabh Mahindre; Sai Ashish Somayajula; Pengtao Xie | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1049/ | emnlp2025.csv |
2,025 | EMNLP | DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models | YiQiu Guo; Yuchen Yang; Zhe Chen; Pingjie Wang; Yusheng Liao; Ya Zhang; Yanfeng Wang; Yu Wang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1050/ | emnlp2025.csv |
2,025 | EMNLP | Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models | Hyeonseok Moon; Seongtae Hong; Jaehyung Seo; Heuiseok Lim | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1051/ | emnlp2025.csv |
2,025 | EMNLP | Generative Annotation for ASR Named Entity Correction | Yuanchang Luo; Daimeng Wei; Shaojun Li; Hengchao Shang; Jiaxin Guo; Zongyao Li; Zhanglin Wu; Xiaoyu Chen; Zhiqiang Rao; Jinlong Yang; Hao Yang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1052/ | emnlp2025.csv |
2,025 | EMNLP | SOLAR: Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs | Younghun Lee; Dan Goldwasser | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1053/ | emnlp2025.csv |
2,025 | EMNLP | LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models | Kang He; Kaushik Roy | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1054/ | emnlp2025.csv |
2,025 | EMNLP | Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs | Michiharu Yamashita; Thanh Tran; Delvin Ce Zhang; Dongwon Lee | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1055/ | emnlp2025.csv |
2,025 | EMNLP | GAP: a Global Adaptive Pruning Method for Large Language Models | Zhihua Ban; Haotian Ma; Siheng Zhang; Shengyu Liu; Xichen Chen; Ming Yang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1056/ | emnlp2025.csv |
2,025 | EMNLP | Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce | Haojin Wang; Zining Zhu; Freda Shi | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1057/ | emnlp2025.csv |
2,025 | EMNLP | LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction | Feng Zhao; Ruoyu Chai; Kangzheng Liu; Xianggan Liu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1058/ | emnlp2025.csv |
2,025 | EMNLP | EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models | Tao Zou; Xinghua Zhang; Haiyang Yu; Minzheng Wang; Fei Huang; Yongbin Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1059/ | emnlp2025.csv |
2,025 | EMNLP | Tool Preferences in Agentic LLMs are Unreliable | Kazem Faghih; Wenxiao Wang; Yize Cheng; Siddhant Bharti; Gaurang Sriramanan; Sriram Balasubramanian; Parsa Hosseini; Soheil Feizi | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1060/ | emnlp2025.csv |
2,025 | EMNLP | Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning | Yu Liu; Yanan Cao; Xixun Lin; Yanmin Shang; Shi Wang; Shirui Pan | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1061/ | emnlp2025.csv |
2,025 | EMNLP | MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents | Joongmin Shin; Chanjun Park; Jeongbae Park; Jaehyung Seo; Heuiseok Lim | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1062/ | emnlp2025.csv |
2,025 | EMNLP | Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models | Qiang Liu; Xinlong Chen; Yue Ding; Bowen Song; Weiqiang Wang; Shu Wu; Liang Wang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1063/ | emnlp2025.csv |
2,025 | EMNLP | ‘Rich Dad, Poor Lad’: How do Large Language Models Contextualize Socioeconomic Factors in College Admission ? | Huy Nghiem; Phuong-Anh Nguyen-Le; John Prindle; Rachel Rudinger; Hal Daumé III | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1064/ | emnlp2025.csv |
2,025 | EMNLP | Understanding and Mitigating Overrefusal in LLMs from an Unveiling Perspective of Safety Decision Boundary | Licheng Pan; Yongqi Tong; Xin Zhang; Xiaolu Zhang; Jun Zhou; Zhixuan Chu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1065/ | emnlp2025.csv |
2,025 | EMNLP | MMAG: Multimodal Learning for Mucus Anomaly Grading in Nasal Endoscopy via Semantic Attribute Prompting | Xinpan Yuan; Mingzhu Huang; Liujie Hua; Jianuo Ju; Xu Zhang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1066/ | emnlp2025.csv |
2,025 | EMNLP | The Emperor’s New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in SFT | Linyao Yang; Jian-Tao Huang; Yafei Lu; Zhenhui Jessie Li; Guirong Xue | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1067/ | emnlp2025.csv |
2,025 | EMNLP | Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning | Lang Cao; Yingtian Zou; Chao Peng; Renhong Chen; Wu Ning; Yitong Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1068/ | emnlp2025.csv |
2,025 | EMNLP | Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework | Cai Ke; Yiming Du; Bin Liang; Yifan Xiang; Lin Gui; Zhongyang Li; Baojun Wang; Yue Yu; Hui Wang; Kam-Fai Wong; Ruifeng Xu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1069/ | emnlp2025.csv |
2,025 | EMNLP | STRICT: Stress-Test of Rendering Image Containing Text | Tianyu Zhang; Xinyu Wang; Lu Li; Zhenghan Tai; Jijun Chi; Jingrui Tian; Hailin He; Suyuchen Wang | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1070/ | emnlp2025.csv |
2,025 | EMNLP | A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making | Chung-Nan Tsai; Xin Wang; Cheng-Hsiung Lee; Ching-Sheng Lin | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1071/ | emnlp2025.csv |
2,025 | EMNLP | Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity | Zhaoyi Joey Hou; Adriana Kovashka; Xiang Lorraine Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1072/ | emnlp2025.csv |
2,025 | EMNLP | BIRD: Bronze Inscription Restoration and Dating | Wenjie Hua; Hoang H Nguyen; Gangyan Ge | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1073/ | emnlp2025.csv |
2,025 | EMNLP | DCP: Dual-Cue Pruning for Efficient Large Vision-Language Models | Lei Jiang; Zixun Zhang; Yuting Zeng; Chunzhao Xie; Tongxuan Liu; Zhen Li; Lechao Cheng; Xiaohua Xu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1074/ | emnlp2025.csv |
2,025 | EMNLP | Improving Context Fidelity via Native Retrieval-Augmented Reasoning | Suyuchen Wang; Jinlin Wang; Xinyu Wang; Shiqi Li; Xiangru Tang; Sirui Hong; Xiao-Wen Chang; Chenglin Wu; Bang Liu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1075/ | emnlp2025.csv |
2,025 | EMNLP | Koel-TTS: Enhancing LLM based Speech Generation with Preference Alignment and Classifier Free Guidance | Shehzeen Samarah Hussain; Paarth Neekhara; Xuesong Yang; Edresson Casanova; Subhankar Ghosh; Roy Fejgin; Mikyas T. Desta; Rafael Valle; Jason Li | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1076/ | emnlp2025.csv |
2,025 | EMNLP | Mixing Inference-time Experts for Enhancing LLM Reasoning | Soumya Sanyal; Tianyi Xiao; Xiang Ren | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1077/ | emnlp2025.csv |
2,025 | EMNLP | Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks | Xubo Qin; Jun Bai; Jiaqi Li; Zixia Jia; Zilong Zheng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1078/ | emnlp2025.csv |
2,025 | EMNLP | TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection | Wei Wu; Zhuoshi Pan; Kun Fu; Chao Wang; Liyi Chen; Yunchu Bai; Tianfu Wang; Zheng Wang; Hui Xiong | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1079/ | emnlp2025.csv |
2,025 | EMNLP | MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models | Siyu Yan; Long Zeng; Xuecheng Wu; Chengcheng Han; Kongcheng Zhang; Chong Peng; Xuezhi Cao; Xunliang Cai; Chenjuan Guo | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1080/ | emnlp2025.csv |
2,025 | EMNLP | EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation | Sen Yang; Yu Bao; Yu Lu; Jiajun Chen; Shujian Huang; Shanbo Cheng | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1081/ | emnlp2025.csv |
2,025 | EMNLP | “I’ve Decided to Leak”: Probing Internals Behind Prompt Leakage Intents | Jianshuo Dong; Yutong Zhang; Liu Yan; Zhenyu Zhong; Tao Wei; Ke Xu; Minlie Huang; Chao Zhang; Han Qiu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1082/ | emnlp2025.csv |
2,025 | EMNLP | Nullspace Disentanglement for Red Teaming Language Models | Yi Han; Yuanxing Liu; Weinan Zhang; Ting Liu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1083/ | emnlp2025.csv |
2,025 | EMNLP | Supervised Attention Mechanism for Low-quality Multimodal Data | Sijie Mai; Shiqin Han; Haifeng Hu | EMNLP 2025 Main (Long) | https://aclanthology.org/2025.emnlp-main.1084/ | emnlp2025.csv |
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