year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
EMNLP
A Probabilistic Inference Scaling Theory for LLM Self-Correction
Zhe Yang; Yichang Zhang; Yudong Wang; Ziyao Xu; Junyang Lin; Zhifang Sui
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.685/
emnlp2025.csv
2,025
EMNLP
MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media
Wei Zhai; Nan Bai; Qing Zhao; Jianqiang Li; Fan Wang; Hongzhi Qi; Meng Jiang; Xiaoqin Wang; Bing Xiang Yang; Guanghui Fu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.686/
emnlp2025.csv
2,025
EMNLP
Knowledge-Aware Co-Reasoning for Multidisciplinary Collaboration
Xurui Li; Wanghaijiao; Kaisong Song; Rui Zhu; Haixu Tang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.687/
emnlp2025.csv
2,025
EMNLP
Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following
Yueen Ma; DaFeng Chi; Shiguang Wu; Yuecheng Liu; Yuzheng Zhuang; Irwin King
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.688/
emnlp2025.csv
2,025
EMNLP
MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation
Woohyun Cho; Youngmin Kim; Sunghyun Lee; Youngjae Yu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.689/
emnlp2025.csv
2,025
EMNLP
MuTIS: Enhancing Reasoning Efficiency through Multi Turn Intervention Sampling in Reinforcement Learning
Wenshuo Zhao; Haoxing Zhai; Xinyu Qiu; Zhenting Qi; Shuhe Li; Linchao Zhu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.690/
emnlp2025.csv
2,025
EMNLP
PRIM: Towards Practical In-Image Multilingual Machine Translation
Yanzhi Tian; Zeming Liu; Zhengyang Liu; Chong Feng; Xin Li; Heyan Huang; Yuhang Guo
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.691/
emnlp2025.csv
2,025
EMNLP
Mind the Inclusivity Gap: Multilingual Gender-Neutral Translation Evaluation with mGeNTE
Beatrice Savoldi; Giuseppe Attanasio; Eleonora Cupin; Eleni Gkovedarou; Janiça Hackenbuchner; Anne Lauscher; Matteo Negri; Andrea Piergentili; Manjinder Thind; Luisa Bentivogli
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.692/
emnlp2025.csv
2,025
EMNLP
DiplomacyAgent: Do LLMs Balance Interests and Ethical Principles in International Events?
Jianxiang Peng; Ling Shi; Xinwei Wu; Hanwen Zhang; Fujiang Liu; Haocheng Lyu; Deyi Xiong
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.693/
emnlp2025.csv
2,025
EMNLP
DisLoRA: Task-specific Low-Rank Adaptation via Orthogonal Basis from Singular Value Decomposition
She Yifei; Xinhao Wei; Yulong Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.694/
emnlp2025.csv
2,025
EMNLP
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering
Zixin Chen; Sicheng Song; KaShun Shum; Yanna Lin; Rui Sheng; Weiqi Wang; Huamin Qu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.695/
emnlp2025.csv
2,025
EMNLP
Textual Aesthetics in Large Language Models
Lingjie Jiang; Shaohan Huang; Xun Wu; Furu Wei
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.696/
emnlp2025.csv
2,025
EMNLP
Section-Level Simplification of Biomedical Abstracts
Jan Bakker; Jaap Kamps
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.697/
emnlp2025.csv
2,025
EMNLP
PoseStitch-SLT: Linguistically Inspired Pose-Stitching for End-to-End Sign Language Translation
Abhinav Joshi; Vaibhav Sharma; Sanjeet Singh; Ashutosh Modi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.698/
emnlp2025.csv
2,025
EMNLP
Few-Shot Open-Set Classification via Reasoning-Aware Decomposition
Avyav Kumar Singh; Helen Yannakoudakis
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.699/
emnlp2025.csv
2,025
EMNLP
Translation in the Hands of Many: Centering Lay Users in Machine Translation Interactions
Beatrice Savoldi; Alan Ramponi; Matteo Negri; Luisa Bentivogli
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.700/
emnlp2025.csv
2,025
EMNLP
iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
Yirong Zeng; Xiao Ding; Yuxian Wang; Weiwen Liu; Yutai Hou; Wu Ning; Xu Huang; Duyu Tang; Dandan Tu; Bing Qin; Ting Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.701/
emnlp2025.csv
2,025
EMNLP
Transplant Then Regenerate: A New Paradigm for Text Data Augmentation
Guangzhan Wang; Hongyu Zhang; Beijun Shen; Xiaodong Gu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.702/
emnlp2025.csv
2,025
EMNLP
Compositional Generalisation for Explainable Hate Speech Detection
Agostina Calabrese; Tom Sherborne; Björn Ross; Mirella Lapata
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.703/
emnlp2025.csv
2,025
EMNLP
CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs
Jinyoung Kim; Ji Won Yoon
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.704/
emnlp2025.csv
2,025
EMNLP
TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages
Sha Jiu; Yu Weng; Mengxiao Zhu; Chong Feng; Zheng Liu; Jialedongzhu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.705/
emnlp2025.csv
2,025
EMNLP
Transparent and Coherent Procedural Mistake Detection
Shane Storks; Itamar Bar-Yossef; Yayuan Li; Zheyuan Zhang; Jason J Corso; Joyce Chai
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.706/
emnlp2025.csv
2,025
EMNLP
Teaching Your Models to Understand Code via Focal Preference Alignment
Jie Wu; Haoling Li; Xin Zhang; Xiao Liu; Yangyu Huang; Jianwen Luo; Yizhen Zhang; Zuchao Li; Ruihang Chu; Yujiu Yang; Scarlett Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.707/
emnlp2025.csv
2,025
EMNLP
MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval
Xixi Wu; Yanchao Tan; Nan Hou; Ruiyang Zhang; Hong Cheng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.708/
emnlp2025.csv
2,025
EMNLP
Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions
Ioanna Ntinou; Alexandros Xenos; Yassine Ouali; Adrian Bulat; Georgios Tzimiropoulos
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.709/
emnlp2025.csv
2,025
EMNLP
TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning
Xiaohan Yu; Pu Jian; Chong Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.710/
emnlp2025.csv
2,025
EMNLP
Retrieval Enhanced Feedback via In-context Neural Error-book
Jongyeop Hyun; Bumsoo Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.711/
emnlp2025.csv
2,025
EMNLP
Improve LLM-as-a-Judge Ability as a General Ability
Jiachen Yu; Shaoning Sun; Xiaohui Hu; Jiaxu Yan; Kaidong Yu; Xuelong Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.712/
emnlp2025.csv
2,025
EMNLP
G2: Guided Generation for Enhanced Output Diversity in LLMs
Zhiwen Ruan; Yixia Li; Yefeng Liu; Yun Chen; Weihua Luo; Peng Li; Yang Liu; Guanhua Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.713/
emnlp2025.csv
2,025
EMNLP
ToolSafety: A Comprehensive Dataset for Enhancing Safety in LLM-Based Agent Tool Invocations
Yuejin Xie; Youliang Yuan; Wenxuan Wang; Fan Mo; Jianmin Guo; Pinjia He
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.714/
emnlp2025.csv
2,025
EMNLP
Learning to See through Sound: From VggCaps to Multi2Cap for Richer Automated Audio Captioning
Sangyeon Cho; Mingi Kim; Jinkwon Hwang; Jaehoon Go; Minuk Ma; Sunjae Yoon; Junyeong Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.715/
emnlp2025.csv
2,025
EMNLP
Towards Optimal Evaluation Efficiency for Large Language Models
Guohong Li; Deyi Xiong
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.716/
emnlp2025.csv
2,025
EMNLP
MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs
Yiheng Hu; Xiaoyang Wang; Qing Liu; Xiwei Xu; Qian Fu; Wenjie Zhang; Liming Zhu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.717/
emnlp2025.csv
2,025
EMNLP
Mixture-of-Clustered-Experts: Advancing Expert Specialization and Generalization in Instruction Tuning
Sugyeong Eo; Jung Jun Lee; Chanjun Park; Heuiseok Lim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.718/
emnlp2025.csv
2,025
EMNLP
Process-Supervised Reinforcement Learning for Code Generation
Yufan Ye; Ting Zhang; Wenbin Jiang; Hua Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.719/
emnlp2025.csv
2,025
EMNLP
MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation
Yifei Song; Claire Gardent
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.720/
emnlp2025.csv
2,025
EMNLP
Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models
Wei Wang; Zhaowei Li; Qi Xu; Linfeng Li; YiQing Cai; Botian Jiang; Hang Song; Xingcan Hu; Pengyu Wang; Li Xiao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.721/
emnlp2025.csv
2,025
EMNLP
Thought calibration: Efficient and confident test-time scaling
Menghua Wu; Cai Zhou; Stephen Bates; Tommi Jaakkola
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.722/
emnlp2025.csv
2,025
EMNLP
Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation
Ziling Cheng; Meng Cao; Leila Pishdad; Yanshuai Cao; Jackie CK Cheung
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.723/
emnlp2025.csv
2,025
EMNLP
QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models
Wei Wang; Zhaowei Li; Qi Xu; YiQing Cai; Hang Song; Qi Qi; Ran Zhou; Zhida Huang; Tao Wang; Li Xiao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.724/
emnlp2025.csv
2,025
EMNLP
SHARP: Steering Hallucination in LVLMs via Representation Engineering
Junfei Wu; Yue Ding; Guofan Liu; Tianze Xia; Ziyue Huang; Dianbo Sui; Qiang Liu; Shu Wu; Liang Wang; Tieniu Tan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.725/
emnlp2025.csv
2,025
EMNLP
Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech
Tony Woo; Sehun Lee; Kang-wook Kim; Gunhee Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.726/
emnlp2025.csv
2,025
EMNLP
Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings
Safal Shrestha; Minwu Kim; Aadim Nepal; Anubhav Shrestha; Keith W. Ross
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.727/
emnlp2025.csv
2,025
EMNLP
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
Hao Zheng; Xinyan Guan; Hao Kong; Wenkai Zhang; Jia Zheng; Weixiang Zhou; Hongyu Lin; Yaojie Lu; Xianpei Han; Le Sun
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.728/
emnlp2025.csv
2,025
EMNLP
SWAM: Adaptive Sliding Window and Memory-Augmented Attention Model for Rumor Detection
Mei Guo; Chen Chen; Chunyan Hou; Yike Wu; Xiaojie Yuan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.729/
emnlp2025.csv
2,025
EMNLP
HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning
Xingyu Tan; Xiaoyang Wang; Qing Liu; Xiwei Xu; Xin Yuan; Liming Zhu; Wenjie Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.730/
emnlp2025.csv
2,025
EMNLP
VRoPE: Rotary Position Embedding for Video Large Language Models
Zikang Liu; Longteng Guo; Yepeng Tang; Tongtian Yue; Junxian Cai; Kai Ma; Qingbin Liu; Xi Chen; Jing Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.731/
emnlp2025.csv
2,025
EMNLP
SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP
Decheng Duan; Jitong Peng; Yingyi Zhang; Chengzhi Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.732/
emnlp2025.csv
2,025
EMNLP
Think and Recall: Layer-Level Prompting for Lifelong Model Editing
Jinke Wang; Zenan Ying; Qi Liu; Wei Chen; Tong Xu; Huijun Hou; Zhi Zheng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.733/
emnlp2025.csv
2,025
EMNLP
SPIRIT: Patching Speech Language Models against Jailbreak Attacks
Amirbek Djanibekov; Nurdaulet Mukhituly; Kentaro Inui; Hanan Aldarmaki; Nils Lukas
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.734/
emnlp2025.csv
2,025
EMNLP
FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining
Xu Liangyu; Xuemiao Zhang; Feiyu Duan; Sirui Wang; Rongxiang Weng; Jingang Wang; Xunliang Cai
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.735/
emnlp2025.csv
2,025
EMNLP
Multi-Domain Explainability of Preferences
Nitay Calderon; Liat Ein-Dor; Roi Reichart
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.736/
emnlp2025.csv
2,025
EMNLP
Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation
Shuyun Yang; Yan Zhang; Zhengmao Ye; Lei Duan; Mingjie Tang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.737/
emnlp2025.csv
2,025
EMNLP
IL-PCSR: Legal Corpus for Prior Case and Statute Retrieval
Shounak Paul; Dhananjay Ghumare; Pawan Goyal; Saptarshi Ghosh; Ashutosh Modi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.738/
emnlp2025.csv
2,025
EMNLP
ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge
Chaoyue He; Xin Zhou; Yi Wu; Xinjia Yu; Yan Zhang; Lei Zhang; Di Wang; Shengfei Lyu; Hong Xu; Wang Xiaoqiao; Wei Liu; Chunyan Miao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.739/
emnlp2025.csv
2,025
EMNLP
How Sememic Components Can Benefit Link Prediction for Lexico-Semantic Knowledge Graphs?
Hansi Wang; Yue Wang; Qiliang Liang; Yang Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.740/
emnlp2025.csv
2,025
EMNLP
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification
Yiwen Jiang; Deval Mehta; Siyuan Yan; Yaling Shen; Zimu Wang; Zongyuan Ge
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.741/
emnlp2025.csv
2,025
EMNLP
Calibration Across Layers: Understanding Calibration Evolution in LLMs
Abhinav Joshi; Areeb Ahmad; Ashutosh Modi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.742/
emnlp2025.csv
2,025
EMNLP
The discordance between embedded ethics and cultural inference in large language models
Aida Ramezani; Yang Xu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.743/
emnlp2025.csv
2,025
EMNLP
SSA: Semantic Contamination of LLM-Driven Fake News Detection
Cheng Xu; Nan Yan; Shuhao Guan; Yuke Mei; Tahar Kechadi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.744/
emnlp2025.csv
2,025
EMNLP
Logits-Based Finetuning
Jingyao Li; Senqiao Yang; Sitong Wu; Han Shi; Chuanyang Zheng; Hong Xu; Jiaya Jia
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.745/
emnlp2025.csv
2,025
EMNLP
STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment
Jiaqian Li; Qisheng Hu; Jing Li; Wenya Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.746/
emnlp2025.csv
2,025
EMNLP
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation
Tao Fan; Guoqiang Ma; Yuanfeng Song; Lixin Fan; Qiang Yang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.747/
emnlp2025.csv
2,025
EMNLP
Efficient Beam Search for Large Language Models Using Trie-Based Decoding
Brian J Chan; Mao-xun Huang; Jui-Hung Cheng; Chao-Ting Chen; Hen-Hsen Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.748/
emnlp2025.csv
2,025
EMNLP
Power doesn’t reside in size: A Low Parameter Hybrid Language Model (HLM) for Sentiment Analysis in Code-mixed data
Pavan Sai Balaga; Nagasamudram Karthik; Challa Vishwanath; Raksha Sharma; Rudra Murthy; Ashish Mittal
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.749/
emnlp2025.csv
2,025
EMNLP
Evaluating Taxonomy Free Character Role Labeling (TF-CRL) in News Stories using Large Language Models
David G Hobson; Derek Ruths; Andrew Piper
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.750/
emnlp2025.csv
2,025
EMNLP
MIRROR: Multimodal Cognitive Reframing Therapy for Rolling with Resistance
Subin Kim; Hoonrae Kim; Jihyun Lee; Yejin Jeon; Gary Lee
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.751/
emnlp2025.csv
2,025
EMNLP
RETAIL: Towards Real-world Travel Planning for Large Language Models
Bin Deng; Yizhe Feng; Zeming Liu; Qing Wei; Xiangrong Zhu; Shuai Chen; Yuanfang Guo; Yunhong Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.752/
emnlp2025.csv
2,025
EMNLP
Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification
Tuc Nguyen; Yifan Hu; Thai Le
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.753/
emnlp2025.csv
2,025
EMNLP
Reward Model Perspectives: Whose Opinions Do Reward Models Reward?
Elle
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.754/
emnlp2025.csv
2,025
EMNLP
FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference
Yu-Chen Lu; Chong-Yan Chen; Chi-Chih Chang; Yu-Fang Hu; Kai-Chiang Wu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.755/
emnlp2025.csv
2,025
EMNLP
Do You Know About My Nation? Investigating Multilingual Language Models’ Cultural Literacy Through Factual Knowledge
Eshaan Tanwar; Anwoy Chatterjee; Michael Saxon; Alon Albalak; William Yang Wang; Tanmoy Chakraborty
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.756/
emnlp2025.csv
2,025
EMNLP
CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information Retrieval
Ang Li; Yiquan Wu; Yinghao Hu; Lizhi Qing; Shihang Wang; Chengyuan Liu; Tao Wu; Adam Jatowt; Ming Cai; Fei Wu; Kun Kuang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.757/
emnlp2025.csv
2,025
EMNLP
Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings
Shiyu Li; Yang Tang; Ruijie Liu; Shi-Zhe Chen; Xi Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.758/
emnlp2025.csv
2,025
EMNLP
Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs
Yue Zhang; Tianyi Ma; Zun Wang; Yanyuan Qiao; Parisa Kordjamshidi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.759/
emnlp2025.csv
2,025
EMNLP
MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models
Xiaolong Wang; Zhaolu Kang; Wangyuxuan Zhai; Xinyue Lou; Yunghwei Lai; Ziyue Wang; Yawen Wang; Kaiyu Huang; Yile Wang; Peng Li; Yang Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.760/
emnlp2025.csv
2,025
EMNLP
Mind the Gap: How BabyLMs Learn Filler-Gap Dependencies
Chi-Yun Chang; Xueyang Huang; Humaira Nasir; Shane Storks; Olawale Akingbade; Huteng Dai
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.761/
emnlp2025.csv
2,025
EMNLP
Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline
Meng Lu; Ruochen Zhang; Carsten Eickhoff; Ellie Pavlick
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.762/
emnlp2025.csv
2,025
EMNLP
BTC-SAM: Leveraging LLMs for Generation of Bias Test Cases for Sentiment Analysis Models
Zsolt T. Kardkovács; Lynda Djennane; Anna Field; Boualem Benatallah; Yacine Gaci; Fabio Casati; Walid Gaaloul
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.763/
emnlp2025.csv
2,025
EMNLP
Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models
Chen Han; Wenzhen Zheng; Xijin Tang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.764/
emnlp2025.csv
2,025
EMNLP
Controllable Memorization in LLMs via Weight Pruning
Chenjie Ni; Zhepeng Wang; Runxue Bao; Shangqian Gao; Yanfu Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.765/
emnlp2025.csv
2,025
EMNLP
Tracing L1 Interference in English Learner Writing: A Longitudinal Corpus with Error Annotations
Poorvi Acharya; J. Elizabeth Liebl; Dhiman Goswami; Kai North; Marcos Zampieri; Antonios Anastasopoulos
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.766/
emnlp2025.csv
2,025
EMNLP
DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search
Lei Yang; Shaoyang Xu; Jianxiang Peng; Shaolin Zhu; Deyi Xiong
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.767/
emnlp2025.csv
2,025
EMNLP
Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation
Jiayu Yao; Shenghua Liu; Yiwei Wang; Lingrui Mei; Baolong Bi; Yuyao Ge; Zhecheng Li; Xueqi Cheng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.768/
emnlp2025.csv
2,025
EMNLP
Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports
Punit Kumar Singh; Nishant Kumar; Akash Ghosh; Kunal Pasad; Khushi Soni; Manisha Jaishwal; Sriparna Saha; Syukron Abu Ishaq Alfarozi; Asres Temam Abagissa; Kitsuchart Pasupa; Haiqin Yang; Jose G Moreno
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.769/
emnlp2025.csv
2,025
EMNLP
Multilingual Federated Low-Rank Adaptation for Collaborative Content Anomaly Detection across Multilingual Social Media Participants
Jiaxin Li; Geng Zhao; Xiaoci Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.770/
emnlp2025.csv
2,025
EMNLP
M3Retrieve: Benchmarking Multimodal Retrieval for Medicine
Arkadeep Acharya; Akash Ghosh; Pradeepika Verma; Kitsuchart Pasupa; Sriparna Saha; Dr Priti Singh
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.771/
emnlp2025.csv
2,025
EMNLP
The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems
Zengqing Wu; Takayuki Ito
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.772/
emnlp2025.csv
2,025
EMNLP
Friend or Foe? A Computational Investigation of Semantic False Friends across Romance Languages
Ana Sabina Uban; Liviu P Dinu; Ioan-Bogdan Iordache; Simona Georgescu; Claudia Vlad
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.773/
emnlp2025.csv
2,025
EMNLP
KLAAD: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models
Seorin Kim; Dongyoung Lee; Jaejin Lee
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.774/
emnlp2025.csv
2,025
EMNLP
SeMob: Semantic Synthesis for Dynamic Urban Mobility Prediction
Runfei Chen; Shuyang Jiang; Wei Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.775/
emnlp2025.csv
2,025
EMNLP
DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors
Yize Cheng; Wenxiao Wang; Mazda Moayeri; Soheil Feizi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.776/
emnlp2025.csv
2,025
EMNLP
Minimal, Local, and Robust: Embedding-Only Edits for Implicit Bias in T2I Models
Feng He; Chao Zhang; Zhixue Zhao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.777/
emnlp2025.csv
2,025
EMNLP
Journalism-Guided Agentic In-context Learning for News Stance Detection
Dahyun Lee; Jonghyeon Choi; Jiyoung Han; Kunwoo Park
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.778/
emnlp2025.csv
2,025
EMNLP
Less Is MuRE: Revisiting Shallow Knowledge Graph Embeddings
Victor Charpenay; Steven Schockaert
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.779/
emnlp2025.csv
2,025
EMNLP
Jailbreak LLMs through Internal Stance Manipulation
Shuangjie Fu; Du Su; Beining Huang; Fei Sun; Jingang Wang; Wei Chen; Huawei Shen; Xueqi Cheng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.780/
emnlp2025.csv
2,025
EMNLP
Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis
Haoming Huang; Yibo Yan; Jiahao Huo; Xin Zou; Xinfeng Li; Kun Wang; Xuming Hu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.781/
emnlp2025.csv
2,025
EMNLP
Complex Numerical Reasoning with Numerical Semantic Pre-training Framework
Jun Zhang; Haihong E; Tianyi Hu; Yifan Zhu; Meina Song; Haoran Luo
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.782/
emnlp2025.csv
2,025
EMNLP
Automated Knowledge Graph Construction using Large Language Models and Sentence Complexity Modelling
Sydney Anuyah; Mehedi Mahmud Kaushik; Sri Rama Krishna Reddy Dwarampudi; Rakesh Shiradkar; Arjan Durresi; Sunandan Chakraborty
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.783/
emnlp2025.csv
2,025
EMNLP
OntologyRAG-Q: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur’anic Tafsir
Sadam Al-Azani; Maad Alowaifeer; Alhanoof Alhunief; Ahmed Abdelali
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.784/
emnlp2025.csv