EMNLP 2025: all accepted papers

2,086 papers · page 8 of 21 · the most cited first · ← EMNLP 2025

Calibration Across Layers: Understanding Calibration Evolution in LLMs ↗Abhinav Joshi, Areeb Ahmad, Ashutosh Modi1 citation
CalligraphicOCR for Chinese Calligraphy Recognition ↗Xiaoyi Bao, Zhongqing Wang, Jinghang Gu et al.1 citation
Can Large Language Models Act as Ensembler for Multi-GNNs? ↗Hanqi Duan, Yao Cheng, Jianxiang Yu et al.1 citation
Can Large Language Models Be Good Language Teachers? ↗LiQing Xu, Qiwei Li, Tianshuo Peng et al.1 citation
Can Large Language Models Outperform Non-Experts in Poetry Evaluation? A Comparative Study Using the Consensual Assessment Technique ↗Piotr Sawicki, Marek Grzes, Dan Brown et al.1 citation
Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs ↗Xin Gao, Ruiyi Zhang, Daniel Du et al.1 citation
Can an Individual Manipulate the Collective Decisions of Multi-Agents? ↗Fengyuan Liu, Rui Zhao, Shuo Chen et al.1 citation
Case-Based Decision-Theoretic Decoding with Quality Memories ↗Hiroyuki Deguchi, Masaaki Nagata1 citation
Castle: Causal Cascade Updates in Relational Databases with Large Language Models ↗Yongye Su, Yucheng Zhang, Zeru Shi et al.1 citation
Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension ↗Sakiko Yahata, Zhen Wan, Fei Cheng et al.1 citation
Chameleon LLMs: User Personas Influence Chatbot Personality Shifts ↗Jane Xing, Tianyi Niu, Shashank Srivastava1 citation
Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead ↗Jesujoba Oluwadara Alabi, Michael A. Hedderich, David Ifeoluwa Adelani et al.1 citation
ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts ↗Ruiran Su, Jiasheng Si, Zhijiang Guo et al.1 citation
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference ↗Jian Yang, Jiaxi Yang, Wei Zhang et al.1 citation
CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards ↗Cheng Liu, Yifei Lu, Fanghua Ye et al.1 citation
Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction ↗Marija Sakota, Robert West1 citation
Composable Cross-prompt Essay Scoring by Merging Models ↗Sanwoo Lee, Kun Liang, Yunfang Wu1 citation
Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions ↗Yu-Ang Lee, Guan-Ting Yi, Mei-Yi Liu et al.1 citation
Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models ↗Guangyu Xie, Yice Zhang, Jianzhu Bao et al.1 citation
Computational Analysis of Conversation Dynamics through Participant Responsivity ↗Margaret Hughes, Brandon Roy, Elinor Poole-Dayan et al.1 citation
Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings ↗Shiyu Li, Yang Tang, Ruijie Liu et al.1 citation
CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching ↗Cheng Shen, Yew-Soon Ong, Joey Tianyi Zhou1 citation
ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses ↗Michael Galarnyk, Rutwik Routu, Vidhyakshaya Kannan et al. · System Demonstrations1 citation
ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch ↗Jiawei Chen, Xinyan Guan, Qianhao Yuan et al.1 citation
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning ↗Wenbin Hu, Haoran Li, Huihao Jing et al.1 citation
Context-Aware Membership Inference Attacks against Pre-trained Large Language Models ↗Hongyan Chang, Ali Shahin Shamsabadi, Kleomenis Katevas et al.1 citation
Context-aware Biases for Length Extrapolation ↗Ali Veisi, Hamidreza Amirzadeh, Amir M. Mansourian1 citation
Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models ↗Yilin Wang, Heng Wang, Yuyang Bai et al.1 citation
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry ↗Anastasia Zhukova, Jonas Lührs, Christian E. Lobmüller et al. · Industry Track1 citation
Controlled Generation for Private Synthetic Text ↗Zihao Zhao, Anjalie Field1 citation
Convergence and Divergence of Language Models under Different Random Seeds ↗Finlay Fehlauer, Kyle Mahowald, Tiago Pimentel1 citation
CopySpec: Accelerating LLMs with Speculative Copy-and-Paste ↗Razvan-Gabriel Dumitru, Minglai Yang, Vikas Yadav et al.1 citation
Cost-Optimal Grouped-Query Attention for Long-Context Modeling ↗Yingfa Chen, Yutong Wu, Chenyang Song et al.1 citation
Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues ↗Jinfeng Zhou, Yuxuan Chen, Jianing Yin et al.1 citation
CrystalICL: Enabling In-Context Learning for Crystal Generation ↗Ruobing Wang, Qiaoyu Tan, Yili Wang et al.1 citation
Culture Cartography: Mapping the Landscape of Cultural Knowledge ↗Caleb Ziems, William Barr Held, Jane Yu et al.1 citation
D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition ↗Yiyang Huang, Yizhou Wang, Yun Fu1 citation
DART: Distilling Autoregressive Reasoning to Silent Thought ↗Nan Jiang, Ziming Wu, De-Chuan Zhan et al.1 citation
DCR: Quantifying Data Contamination in LLMs Evaluation ↗Cheng Xu, Nan Yan, Shuhao Guan et al.1 citation
DEBATE, TRAIN, EVOLVE: Self-Evolution of Language Model Reasoning ↗Gaurav Srivastava, Zhenyu Bi, Meng Lu et al.1 citation
DEL-ToM: Inference-Time Scaling for Theory-of-Mind Reasoning via Dynamic Epistemic Logic ↗Yuheng Wu, Jianwen Xie, Denghui Zhang et al.1 citation
DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction ↗Yiqi Li, Yusheng Liao, Zhe Chen et al.1 citation
DIDS: Domain Impact-aware Data Sampling for Large Language Model Training ↗Weijie Shi, Jipeng Zhang, Yaguang Wu et al.1 citation
DINT Transformer ↗Yueyang Cang, Yuhang Liu, Xiaoteng Zhang et al.1 citation
DSCD: Large Language Model Detoxification with Self-Constrained Decoding ↗Ming Dong, Jinkui Zhang, Bolong Zheng et al.1 citation
DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models ↗Rui Ha, Chaozhuo Li, Rui Pu et al.1 citation
Data Drives Unstable Hierarchical Generalization in LMs ↗Tian Qin, Naomi Saphra, David Alvarez-Melis1 citation
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data ↗Faeze Ghorbanpour, Daryna Dementieva, Alexander Fraser1 citation
Database-Augmented Query Representation for Information Retrieval ↗Soyeong Jeong, Jinheon Baek, Sukmin Cho et al.1 citation
Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning ↗Ruizhe Chen, Tianze Luo, Zhiting Fan et al. · Industry Track1 citation
Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning ↗Gagan Bhatia, Maxime Peyrard, Wei Zhao1 citation
Declarative Techniques for NL Queries over Heterogeneous Data ↗Elham Khabiri, Jeffrey O. Kephart, Fenno F. Heath III et al. · Industry Track1 citation
DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning ↗Zhuoyuan Mao, Mengjie Zhao, Qiyu Wu et al.1 citation
DeepWell-Adol: A Scalable Expert-Based Dialogue Corpus for Adolescent Positive Mental Health and Wellbeing Promotion ↗Wenyu Qiu, Yuxiong Wang, Jiajun Tan et al.1 citation
Detoxifying Large Language Models via the Diversity of Toxic Samples ↗Ying Zhao, Yuanzhao Guo, Xuemeng Weng et al.1 citation
Dial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialogues ↗Mengze Hong, Wailing Ng, Chen Jason Zhang et al.1 citation
DiplomacyAgent: Do LLMs Balance Interests and Ethical Principles in International Events? ↗Jianxiang Peng, Ling Shi, Xinwei Wu et al.1 citation
Direct Judgement Preference Optimization ↗PeiFeng Wang, Austin Xu, Yilun Zhou et al.1 citation
Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values ↗Hongbo Zhang, Han Cui, Guangsheng Bao et al.1 citation
DisLoRA: Task-specific Low-Rank Adaptation via Orthogonal Basis from Singular Value Decomposition ↗She Yifei, Xinhao Wei, Yulong Wang1 citation
DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement ↗Shaoqing Lin, Chong Teng, Fei Li et al. · 🏆 Outstanding Paper1 citation
Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding ↗Jinhyeong Lim, Jeongwan Shin, Seeun Lee et al. · Industry Track1 citation
DivScore: Zero-Shot Detection of LLM-Generated Text in Specialized Domains ↗Zhihui Chen, Kai He, Yucheng Huang et al.1 citation
Do Large Language Models Truly Grasp Addition? A Rule-Focused Diagnostic Using Two-Integer Arithmetic ↗Yang Yan, Yu Lu, Renjun Xu et al.1 citation
Do Slides Help? Multi-modal Context for Automatic Transcription of Conference Talks ↗Supriti Sinhamahapatra, Jan Niehues1 citation
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents ↗Akriti Jain, Pritika Ramu, Aparna Garimella et al.1 citation
Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference ↗Libo Zhang, Zhaoning Zhang, Xubaizhou et al.1 citation
DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off ↗Jusheng Zhang, Yijia Fan, Kaitong Cai et al.1 citation
Dynamic Model-Bank Test-Time Adaptation for Automatic Speech Recognition ↗Yanshuo Wang, Yanghao Zhou, Yukang Lin et al.1 citation
ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues? ↗Haoxin Wang, Xianhan Peng, Huang Cheng et al. · Industry Track1 citation
EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models ↗Tao Zou, Xinghua Zhang, Haiyang Yu et al.1 citation
EMNLP: Educator-role Moral and Normative Large Language Models Profiling ↗Yilin Jiang, Mingzi Zhang, Sheng Jin et al.1 citation
EcoTune: Token-Efficient Multi-Fidelity Hyperparameter Optimization for Large Language Model Inference ↗Yuebin Xu, Zhiyi Chen, Zeyi Wen1 citation
Efficient Model Development through Fine-tuning Transfer ↗Pin-Jie Lin, Rishab Balasubramanian, Fengyuan Liu et al.1 citation
Emergent morpho-phonological representations in self-supervised speech models ↗Jon Gauthier, Canaan Breiss, Matthew K Leonard et al.1 citation
Emotion Transfer with Enhanced Prototype for Unseen Emotion Recognition in Conversation ↗Kun Peng, Cong Cao, Hao Peng et al.1 citation
Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning ↗Zhiwei Li, Yong Hu, Wenqing Wang · Industry Track1 citation
End-to-End Learnable Psychiatric Scale Guided Risky Post Screening for Depression Detection on Social Media ↗Bichen Wang, Yuzhe Zi, Yixin Sun et al.1 citation
End-to-End Multilingual Automatic Dubbing via Duration-based Translation with Large Language Models ↗Hyun-Sik Won, DongJin Jeong, Hyunkyu Choi et al. · System Demonstrations1 citation
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training ↗Linjuan Wu, Hao-Ran Wei, Huan Lin et al.1 citation
Enhancing Large Vision-Language Models with Ultra-Detailed Image Caption Generation ↗Yu Zeng, Yukun Qi, Yiming Zhao et al.1 citation
Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment ↗Wenrui Cai, Chengyu Wang, Junbing Yan et al.1 citation
Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning ↗Massimiliano Pronesti, Michela Lorandi, Paul Flanagan et al.1 citation
Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models ↗Mingxuan Xia, Zhijie Jiang, Haobo Wang et al.1 citation
Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk Appetite? ↗Divij Chawla, Ashita Bhutada, Duc Anh Do et al. · Industry Track1 citation
Evaluating Large Language Models for Detecting Antisemitism ↗Jay Patel, Hrudayangam Mehta, Jeremy Blackburn1 citation
Evaluating Robustness of Large Audio Language Models to Audio Injection: An Empirical Study ↗Guanyu Hou, Jiaming He, Yinhang Zhou et al.1 citation
EvoAgentX: An Automated Framework for Evolving Agentic Workflows ↗Yingxu Wang, Siwei Liu, Jinyuan Fang et al. · System Demonstrations1 citation
ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation ↗Minghua He, Yue Chen, Fangkai Yang et al.1 citation
Exploring Chain-of-Thought Reasoning for Steerable Pluralistic Alignment ↗Yunfan Zhang, Kathleen McKeown, Smaranda Muresan1 citation
Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining ↗Jianzhu Bao, Yuqi Huang, Yang Sun et al.1 citation
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models ↗Zhipeng Chen, Kun Zhou, Liang Song et al.1 citation
Extraction of Information Provision Activity Requirements from EU Acquis ↗Jakub Piskorski, Dominik Skotarczak · Industry Track1 citation
F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task ↗Tan Yue, Rui Mao, Zilong Song et al.1 citation
FISTAPruner: Layer-wise Post-training Pruning for Large Language Models ↗Pengxiang Zhao, Hanyu Hu, Ping Li et al.1 citation
FLUID QA: A Multilingual Benchmark for Figurative Language Usage in Dialogue across English, Chinese, and Korean ↗Seoyoon Park, Hyeji Choi, Minseon Kim et al.1 citation
F\texttwosuperiorBench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations ↗Tian Lan, Jiang Li, Yemin Wang et al.1 citation
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation ↗François Ledoyen, Gaël Dias, Jeremie Pantin et al.1 citation
Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding ↗Jinglin Chen, Qiwei Li, Zuchao Li et al.1 citation
Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models ↗Zihao Li, Xu Wang, Yuzhe Yang et al.1 citation

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📰 EMNLP 2025: all accepted papers

EMNLP 2025: all accepted papers