year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
EMNLP
Position: LLMs Can be Good Tutors in English Education
Jingheng Ye; Shen Wang; Deqing Zou; Yibo Yan; Kun Wang; Hai-Tao Zheng; Ruitong Liu; Zenglin Xu; Irwin King; Philip S. Yu; Qingsong Wen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.885/
emnlp2025.csv
2,025
EMNLP
CLLMate: A Multimodal Benchmark for Weather and Climate Events Forecasting
Haobo Li; Zhaowei Wang; Jiachen Wang; Yueya Wang; Alexis Kai Hon Lau; Huamin Qu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.886/
emnlp2025.csv
2,025
EMNLP
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models
Zhipeng Chen; Kun Zhou; Liang Song; Wayne Xin Zhao; Bingning Wang; Weipeng Chen; Ji-Rong Wen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.887/
emnlp2025.csv
2,025
EMNLP
Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval
Pranjal A Chitale; Bishal Santra; Yashoteja Prabhu; Amit Sharma
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.888/
emnlp2025.csv
2,025
EMNLP
Temporal Referential Consistency: Do LLMs Favor Sequences Over Absolute Time References?
Ashutosh Bajpai; Tanmoy Chakraborty
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.889/
emnlp2025.csv
2,025
EMNLP
MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models
Zixin Chen; Hongzhan Lin; Kaixin Li; Ziyang Luo; Yayue Deng; Jing Ma
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.890/
emnlp2025.csv
2,025
EMNLP
Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation
Yusuke Noro
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.891/
emnlp2025.csv
2,025
EMNLP
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent
Xingzuo Li; Kehai Chen; Yunfei Long; Xuefeng Bai; Yong Xu; Min Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.892/
emnlp2025.csv
2,025
EMNLP
DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding
Li Sun; Liu He; Shuyue Jia; Yangfan He; Chenyu You
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.893/
emnlp2025.csv
2,025
EMNLP
EasyRec: Simple yet Effective Language Models for Recommendation
Xubin Ren; Chao Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.894/
emnlp2025.csv
2,025
EMNLP
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
Tianshi Zheng; Zheye Deng; Hong Ting Tsang; Weiqi Wang; Jiaxin Bai; Zihao Wang; Yangqiu Song
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.895/
emnlp2025.csv
2,025
EMNLP
Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLMs
Zhen Xiong; Yujun Cai; Zhecheng Li; Yiwei Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.896/
emnlp2025.csv
2,025
EMNLP
ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding
Shichen Lu; Tongtian Yue; Longteng Guo; Handong Li; Xingjian He; Si Liu; Jing Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.897/
emnlp2025.csv
2,025
EMNLP
Alignment for Efficient Tool Calling of Large Language Models
Hongshen Xu; Zihan Wang; Zichen Zhu; Lei Pan; Xingyu Chen; Shuai Fan; Lu Chen; Kai Yu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.898/
emnlp2025.csv
2,025
EMNLP
ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models
Jiani Guo; Zuchao Li; Jie Wu; Qianren Wang; Yun Li; Lefei Zhang; Hai Zhao; Yujiu Yang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.899/
emnlp2025.csv
2,025
EMNLP
BANMIME : Misogyny Detection with Metaphor Explanation on Bangla Memes
Md Ayon Mia; Akm Moshiur Rahman Mazumder; Khadiza Sultana Sayma; Md Fahim; Md Tahmid Hasan Fuad; Muhammad Ibrahim Khan; Akmmahbubur Rahman
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.900/
emnlp2025.csv
2,025
EMNLP
Phi: Preference Hijacking in Multi-modal Large Language Models at Inference Time
Yifan Lan; Yuanpu Cao; Weitong Zhang; Lu Lin; Jinghui Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.901/
emnlp2025.csv
2,025
EMNLP
Retrieval-augmented GUI Agents with Generative Guidelines
Ran Xu; Kaixin Ma; Wenhao Yu; Hongming Zhang; Joyce C. Ho; Carl Yang; Dong Yu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.902/
emnlp2025.csv
2,025
EMNLP
COAS2W: A Chinese Older-Adults Spoken-to-Written Transformation Corpus with Context Awareness
Chun Kang; Zhigu Qian; Zhen Fu; Jiaojiao Fu; Yangfan Zhou
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.903/
emnlp2025.csv
2,025
EMNLP
Answer Convergence as a Signal for Early Stopping in Reasoning
Xin Liu; Lu Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.904/
emnlp2025.csv
2,025
EMNLP
VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts
Xin Liu; Lechen Zhang; Sheza Munir; Yiyang Gu; Lu Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.905/
emnlp2025.csv
2,025
EMNLP
SQUAB: Evaluating LLM robustness to Ambiguous and Unanswerable Questions in Semantic Parsing
Simone Papicchio; Luca Cagliero; Paolo Papotti
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.906/
emnlp2025.csv
2,025
EMNLP
Reliable Evaluation and Benchmarks for Statement Autoformalization
Auguste Poiroux; Gail Weiss; Viktor Kunčak; Antoine Bosselut
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.907/
emnlp2025.csv
2,025
EMNLP
VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models
Jen-tse Huang; Jiantong Qin; Jianping Zhang; Youliang Yuan; Wenxuan Wang; Jieyu Zhao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.908/
emnlp2025.csv
2,025
EMNLP
Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions
Nannan Huang; Haytham M. Fayek; Xiuzhen Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.909/
emnlp2025.csv
2,025
EMNLP
AI Sees Your Location—But With A Bias Toward The Wealthy World
Jingyuan Huang; Jen-tse Huang; Ziyi Liu; Xiaoyuan Liu; Wenxuan Wang; Jieyu Zhao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.910/
emnlp2025.csv
2,025
EMNLP
Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding
Jinglin Chen; Qiwei Li; Zuchao Li; Baoyuan Qi; Liu Guoming; Haojun Ai; Hai Zhao; Ping Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.911/
emnlp2025.csv
2,025
EMNLP
From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs
Farid Adilazuarda; Chen Cecilia Liu; Iryna Gurevych; Alham Fikri Aji
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.912/
emnlp2025.csv
2,025
EMNLP
Iterative Prompt Refinement for Safer Text-to-Image Generation
Jinwoo Jeon; JunHyeok Oh; Hayeong Lee; Byung-Jun Lee
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.913/
emnlp2025.csv
2,025
EMNLP
Language Models as Continuous Self-Evolving Data Engineers
Peidong Wang; Ming Wang; Zhiming Ma; Xiaocui Yang; Shi Feng; Daling Wang; Yifei Zhang; Kaisong Song
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.914/
emnlp2025.csv
2,025
EMNLP
Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference
Hua Cai; Shuang Zhao; Liang Zhang; Xuli Shen; Qing Xu; Weilin Shen; Zihao Wen; Tianke Ban
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.915/
emnlp2025.csv
2,025
EMNLP
Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios
Yunkai Dang; Mengxi Gao; Yibo Yan; Xin Zou; Yanggan Gu; Jungang Li; Jingyu Wang; Peijie Jiang; Aiwei Liu; Jia Liu; Xuming Hu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.916/
emnlp2025.csv
2,025
EMNLP
Evaluating and Aligning Human Economic Risk Preferences in LLMs
Jiaxin Liu; Yixuan Tang; Yi Yang; Kar Yan Tam
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.917/
emnlp2025.csv
2,025
EMNLP
Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models
Mingxuan Xia; Zhijie Jiang; Haobo Wang; Junbo Zhao; Tianlei Hu; Gang Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.918/
emnlp2025.csv
2,025
EMNLP
Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers
Eugene Jang; Kimin Lee; Jin-Woo Chung; Keuntae Park; Seungwon Shin
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.919/
emnlp2025.csv
2,025
EMNLP
UI-Hawk: Unleashing the Screen Stream Understanding for Mobile GUI Agents
Jiwen Zhang; Ya-Qi Yu; Minghui Liao; WenTao Li; Jihao Wu; Zhongyu Wei
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.920/
emnlp2025.csv
2,025
EMNLP
UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging
Cheryl Lee; Chunqiu Steven Xia; Longji Yang; Jen-tse Huang; Zhouruixing Zhu; Lingming Zhang; Michael R. Lyu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.921/
emnlp2025.csv
2,025
EMNLP
Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld’s Episode Theory
Ming Li; Nan Zhang; Chenrui Fan; Hong Jiao; Yanbin Fu; Sydney Peters; Qingshu Xu; Robert Lissitz; Tianyi Zhou
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.922/
emnlp2025.csv
2,025
EMNLP
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
Kaikai An; Fangkai Yang; Liqun Li; Junting Lu; Sitao Cheng; Shuzheng Si; Lu Wang; Pu Zhao; Lele Cao; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang; Baobao Chang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.923/
emnlp2025.csv
2,025
EMNLP
Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement
Gabriele Sarti; Vilém Zouhar; Malvina Nissim; Arianna Bisazza
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.924/
emnlp2025.csv
2,025
EMNLP
STEER-BENCH: A Benchmark for Evaluating the Steerability of Large Language Models
Kai Chen; Zihao He; Taiwei Shi; Kristina Lerman
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.925/
emnlp2025.csv
2,025
EMNLP
Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction
Marija Sakota; Robert West
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.926/
emnlp2025.csv
2,025
EMNLP
MultiLogicNMR(er): A Benchmark and Neural-Symbolic Framework for Non-monotonic Reasoning with Multiple Extensions
Yeliang Xiu; Yongmei Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.927/
emnlp2025.csv
2,025
EMNLP
Beyond Demographics: Enhancing Cultural Value Survey Simulation with Multi-Stage Personality-Driven Cognitive Reasoning
Haijiang Liu; Qiyuan Li; Chao Gao; Yong Cao; Xiangyu Xu; Xun Wu; Daniel Hershcovich; Jinguang Gu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.928/
emnlp2025.csv
2,025
EMNLP
CrystalICL: Enabling In-Context Learning for Crystal Generation
Ruobing Wang; Qiaoyu Tan; Yili Wang; Ying Wang; Xin Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.929/
emnlp2025.csv
2,025
EMNLP
Towards a Unified Paradigm of Concept Editing in Large Language Models
Zhuowen Han; Xinwei Wu; Dan Shi; Renren Jin; Deyi Xiong
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.930/
emnlp2025.csv
2,025
EMNLP
Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models
Kaiyan Chang; Yonghao Shi; Chenglong Wang; Hang Zhou; Chi Hu; Xiaoqian Liu; Yingfeng Luo; Yuan Ge; Tong Xiao; JingBo Zhu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.931/
emnlp2025.csv
2,025
EMNLP
Dynamic Expert Specialization: Towards Catastrophic Forgetting-Free Multi-Domain MoE Adaptation
Junzhuo Li; Bo Wang; Xiuze Zhou; Xuming Hu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.932/
emnlp2025.csv
2,025
EMNLP
RRInf: Efficient Influence Function Estimation via Ridge Regression for Large Language Models and Text-to-Image Diffusion Models
Zhuozhuo Tu; Cheng Chen; Yuxuan Du
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.933/
emnlp2025.csv
2,025
EMNLP
Evaluating Spatiotemporal Consistency in Automatically Generated Sewing Instructions
Luisa Geiger; Mareike Hartmann; Michael Sullivan; Alexander Koller
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.934/
emnlp2025.csv
2,025
EMNLP
MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models
Zhen Zhang; Yifan Yang; Kai Zhen; Nathan Susanj; Athanasios Mouchtaris; Siegfried Kunzmann; Zheng Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.935/
emnlp2025.csv
2,025
EMNLP
Procedural Environment Generation for Tool-Use Agents
Michael Sullivan; Mareike Hartmann; Alexander Koller
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.936/
emnlp2025.csv
2,025
EMNLP
FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models
Yanling Wang; Haoyang Li; Hao Zou; Jing Zhang; Xinlei He; Qi Li; Ke Xu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.937/
emnlp2025.csv
2,025
EMNLP
OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent
Bowen Chen; Zhao Wang; Shingo Takamatsu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.938/
emnlp2025.csv
2,025
EMNLP
Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents
Guangfu Guo; Xiaoqian Lu; Yue Feng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.939/
emnlp2025.csv
2,025
EMNLP
TrojanWave: Exploiting Prompt Learning for Stealthy Backdoor Attacks on Large Audio-Language Models
Asif Hanif; Maha Tufail Agro; Fahad Shamshad; Karthik Nandakumar
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.940/
emnlp2025.csv
2,025
EMNLP
Can LLMs be Literary Companions?: Analysing LLMs on Bengali Figures of Speech Identification
Sourav Das; Kripabandhu Ghosh
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.941/
emnlp2025.csv
2,025
EMNLP
Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups
Davide Ghilardi; Federico Belotti; Marco Molinari; Tao Ma; Matteo Palmonari
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.942/
emnlp2025.csv
2,025
EMNLP
Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction
Lei Hei; Tingjing Liao; Peiyingxin; Yiyang Qi; Jiaqi Wang; Ruiting Li; Feiliang Ren
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.943/
emnlp2025.csv
2,025
EMNLP
PunMemeCN: A Benchmark to Explore Vision-Language Models’ Understanding of Chinese Pun Memes
Zhijun Xu; Siyu Yuan; Yiqiao Zhang; Jingyu Sun; Tong Zheng; Deqing Yang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.944/
emnlp2025.csv
2,025
EMNLP
UltraIF: Advancing Instruction Following from the Wild
Kaikai An; Li Sheng; Ganqu Cui; Shuzheng Si; Ning Ding; Yu Cheng; Baobao Chang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.945/
emnlp2025.csv
2,025
EMNLP
Identifying Pre-training Data in LLMs: A Neuron Activation-Based Detection Framework
Hongyi Tang; Zhihao Zhu; Yi Yang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.946/
emnlp2025.csv
2,025
EMNLP
TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering
Boyi Zhang; Zhuo Liu; Hangfeng He
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.947/
emnlp2025.csv
2,025
EMNLP
Mapping Toxic Comments Across Demographics: A Dataset from German Public Broadcasting
Jan Fillies; Michael Peter Hoffmann; Rebecca Reichel; Roman Salzwedel; Sven Bodemer; Adrian Paschke
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.948/
emnlp2025.csv
2,025
EMNLP
Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition
Danielle Cohen; Yoni Halpern; Noam Kahlon; Joel Oren; Omri Berkovitch; Sapir Caduri; Ido Dagan; Anatoly Efros
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.949/
emnlp2025.csv
2,025
EMNLP
On Pruning State-Space LLMs
Tamer Ghattas; Michael Hassid; Roy Schwartz
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.950/
emnlp2025.csv
2,025
EMNLP
An Orthogonal High-Rank Adaptation for Large Language Models
Xin Zhang; Guang-Ze Chen; Shuzhen Li; Zhulin Liu; C.L.Philip Chen; Tong Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.951/
emnlp2025.csv
2,025
EMNLP
BSFA: Leveraging the Subspace Dichotomy to Accelerate Neural Network Training
WenJie Zhou; Bohan Wang; Wei Chen; Xueqi Cheng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.952/
emnlp2025.csv
2,025
EMNLP
Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation
Noy Sternlicht; Ariel Gera; Roy Bar-Haim; Tom Hope; Noam Slonim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.953/
emnlp2025.csv
2,025
EMNLP
METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding
Mengyue Wang; Shuo Chen; Kristian Kersting; Volker Tresp; Yunpu Ma
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.954/
emnlp2025.csv
2,025
EMNLP
VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs
Yingqi Fan; Anhao Zhao; Jinlan Fu; Junlong Tong; Hui Su; Yijie Pan; Wei Zhang; Xiaoyu Shen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.955/
emnlp2025.csv
2,025
EMNLP
Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems
Song Jin; Juntian Zhang; Yuhan Liu; Xun Zhang; Yufei Zhang; Guojun Yin; Fei Jiang; Wei Lin; Rui Yan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.956/
emnlp2025.csv
2,025
EMNLP
SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection
Qin Chen; Yuanyi Ren; Xiaojun Ma; Mugeng Liu; Shi Han; Dongmei Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.957/
emnlp2025.csv
2,025
EMNLP
CAIR: Counterfactual-based Agent Influence Ranker for Agentic AI Workflows
Amit Giloni; Chiara Picardi; Roy Betser; Shamik Bose; Aishvariya Priya Rathina Sabapathy; Roman Vainshtein
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.958/
emnlp2025.csv
2,025
EMNLP
ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning
Yiming Du; Yifan Xiang; Bin Liang; Dahua Lin; Kam-Fai Wong; Fei Tan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.959/
emnlp2025.csv
2,025
EMNLP
Precise In-Parameter Concept Erasure in Large Language Models
Yoav Gur-Arieh; Clara Haya Suslik; Yihuai Hong; Fazl Barez; Mor Geva
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.960/
emnlp2025.csv
2,025
EMNLP
PhonoThink: Improving Large Language Models’ Reasoning on Chinese Phonological Ambiguities
Jianfei Ma; Zhaoxin Feng; Emmanuele Chersoni; Huacheng Song; Ziqi Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.961/
emnlp2025.csv
2,025
EMNLP
SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL
Jimin Lee; Ingeol Baek; Byeongjeong Kim; Hyunkyung Bae; Hwanhee Lee
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.962/
emnlp2025.csv
2,025
EMNLP
ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance
Sijia Yao; Pengcheng Huang; Zhenghao Liu; Yu Gu; Yukun Yan; Shi Yu; Ge Yu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.963/
emnlp2025.csv
2,025
EMNLP
Anecdoctoring: Automated Red-Teaming Across Language and Place
Alejandro Cuevas; Saloni Dash; Bharat Kumar Nayak; Dan Vann; Madeleine I. G. Daepp
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.964/
emnlp2025.csv
2,025
EMNLP
ACING: Actor-Critic for Instruction Learning in Black-Box LLMs
Salma Kharrat; Fares Fourati; Marco Canini
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.965/
emnlp2025.csv
2,025
EMNLP
Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and Hindi
Sourabrata Mukherjee; Atharva Mehta; Sougata Saha; Akhil Arora; Monojit Choudhury
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.966/
emnlp2025.csv
2,025
EMNLP
Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise
Hanyin Wang; Chufan Gao; Qiping Xu; Bolun Liu; Guleid Hussein; Hariprasad Reddy Korsapati; Mohamad El Labban; Kingsley Iheasirim; Mohamed Hassan; Gokhan Anil; Brian Bartlett; Jimeng Sun
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.967/
emnlp2025.csv
2,025
EMNLP
GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection
Zejiang He; Jingyuan Huang; Menglong Lu; Zhen Huang; Shanshan Liu; Zhiliang Tian; Dongsheng Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.968/
emnlp2025.csv
2,025
EMNLP
Can LLMs Generate and Solve Linguistic Olympiad Puzzles?
Neh Majmudar; Elena Filatova
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.969/
emnlp2025.csv
2,025
EMNLP
E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning
Zihan Liao; Jun Wang; Hang Yu; Lingxiao Wei; Jianguo Li; Jun Wang; Wei Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.970/
emnlp2025.csv
2,025
EMNLP
DivScore: Zero-Shot Detection of LLM-Generated Text in Specialized Domains
Zhihui Chen; Kai He; Yucheng Huang; Yunxiao Zhu; Mengling Feng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.971/
emnlp2025.csv
2,025
EMNLP
Multi-Document Event Extraction Using Large and Small Language Models
Qingkai Min; Zitian Qu; Qipeng Guo; Xiangkun Hu; Zheng Zhang; Yue Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.972/
emnlp2025.csv
2,025
EMNLP
MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications
Zike Yuan; Ming Liu; Hui Wang; Bing Qin
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.973/
emnlp2025.csv
2,025
EMNLP
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders
Weiqiao Shan; Yuang Li; Yuhao Zhang; Yingfeng Luo; Chen Xu; Xiaofeng Zhao; Long Meng; Yunfei Lu; Min Zhang; Hao Yang; Tong Xiao; JingBo Zhu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.974/
emnlp2025.csv
2,025
EMNLP
CIKT: A Collaborative and Iterative Knowledge Tracing Framework with Large Language Models
Runze Li; Siyu Wu; Jun Wang; Wei Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.975/
emnlp2025.csv
2,025
EMNLP
Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets
Chenlin Liu; Minghui Fang; Patrick Zhang; Wei Zhou; Jie Gao; Jiqing Han
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.976/
emnlp2025.csv
2,025
EMNLP
MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction
Yuyang Wu; Jinhui Ye; Shuhao Zhang; Lu Dai; Yonatan Bisk; Olexandr Isayev
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.977/
emnlp2025.csv
2,025
EMNLP
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities
Xiaoyu Luo; Yiyi Chen; Johannes Bjerva; Qiongxiu Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.978/
emnlp2025.csv
2,025
EMNLP
Embedding Domain Knowledge for Large Language Models via Reinforcement Learning from Augmented Generation
Chaojun Nie; Jun Zhou; Guanxiang Wang; Shisong Wu; Zichen Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.979/
emnlp2025.csv
2,025
EMNLP
LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval
Jian Zhang; Junyi Guo; Junyi Yuan; Huanda Lu; Yanlin Zhou; Fangyu Wu; Qiufeng Wang; Dongming Lu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.980/
emnlp2025.csv
2,025
EMNLP
Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions
Nicholas Deas; Kathleen McKeown
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.981/
emnlp2025.csv
2,025
EMNLP
Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization
Jiulong Wu; Zhengliang Shi; Shuaiqiang Wang; Jizhou Huang; Dawei Yin; Lingyong Yan; Min Cao; Min Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.982/
emnlp2025.csv
2,025
EMNLP
3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
Hongxin Ding; Yue Fang; Runchuan Zhu; Xinke Jiang; Jinyang Zhang; Yongxin Xu; Weibin Liao; Xu Chu; Junfeng Zhao; Yasha Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.983/
emnlp2025.csv
2,025
EMNLP
InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows
Kirolos Ataallah; Eslam Mohamed Bakr; Mahmoud Ahmed; Chenhui Gou; Khushbu Pahwa; Jian Ding; Mohamed Elhoseiny
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.984/
emnlp2025.csv