year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
EMNLP
Inducing Argument Facets for Faithful Opinion Summarization
Jian Wang; Yanjie Liang; Yuqing Sun; Bin Gong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.876/
emnlp2025.csv
2,025
EMNLP
Scaling Laws Are Unreliable for Downstream Tasks: A Reality Check
Nicholas Lourie; Michael Y. Hu; Kyunghyun Cho
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.877/
emnlp2025.csv
2,025
EMNLP
Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation
Dongwon Jung; Qin Liu; Tenghao Huang; Ben Zhou; Muhao Chen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.878/
emnlp2025.csv
2,025
EMNLP
O_O-VC: Synthetic Data-Driven One-to-One Alignment for Any-to-Any Voice Conversion
Huu Tuong Tu; Huan Vu; Cuong Tien Nguyen; Dien Hy Ngo; Nguyen Thi Thu Trang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.879/
emnlp2025.csv
2,025
EMNLP
Simple Factuality Probes Detect Hallucinations in Long-Form Natural Language Generation
Jiatong Han; Neil Band; Muhammed Razzak; Jannik Kossen; Tim G. J. Rudner; Yarin Gal
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.880/
emnlp2025.csv
2,025
EMNLP
CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback
Yifan Wang; Shen Gao; Jiabao Fang; Rui Yan; Billy Chiu; Shuo Shang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.881/
emnlp2025.csv
2,025
EMNLP
TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation
Chengrui Huang; Shen Gao; Zhengliang Shi; Dongsheng Wang; Shuo Shang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.882/
emnlp2025.csv
2,025
EMNLP
Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition
Yi Liu; Xiangrong Zhu; Xiangyu Liu; Wei Wei; Wei Hu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.883/
emnlp2025.csv
2,025
EMNLP
Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs
Kuan Lok Zhou; Jiayi Chen; Siddharth Suresh; Reuben Narad; Timothy T. Rogers; Lalit K Jain; Robert D Nowak; Bob Mankoff; Jifan Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.884/
emnlp2025.csv
2,025
EMNLP
SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes
Iva Bojic; Qi Chwen Ong; Stephanie Hilary Xinyi Ma; Lin Ai; Zheng Liu; Ziwei Gong; Julia Hirschberg; Andy Hau Yan Ho; Andy W. H. Khong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.885/
emnlp2025.csv
2,025
EMNLP
GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models
Jialin Chen; Houyu Zhang; Seongjun Yun; Alejandro Mottini; Rex Ying; Xiang Song; Vassilis N. Ioannidis; Zheng Li; Qingjun Cui
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.886/
emnlp2025.csv
2,025
EMNLP
Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning
Jiabao Kang; Xinye Li; Liyan Xu; Qingbin Liu; Xi Chen; Zhiying Tu; Dianhui Chu; Dianbo Sui
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.887/
emnlp2025.csv
2,025
EMNLP
KELE: A Multi-Agent Framework for Structured Socratic Teaching with Large Language Models
Xian Peng; Pan Yuan; Dong Li; Junlong Cheng; Qin Fang; Zhi Liu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.888/
emnlp2025.csv
2,025
EMNLP
VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation
Hao Chen; Tianyu Shi; Pengran Huang; Zeyuan Li; Jiahui Pan; Qianglong Chen; Lewei He
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.889/
emnlp2025.csv
2,025
EMNLP
OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Question Answering
Yulong Hui; Yihao Liu; Yao Lu; Huanchen Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.890/
emnlp2025.csv
2,025
EMNLP
VerifiAgent: a Unified Verification Agent in Language Model Reasoning
Jiuzhou Han; Wray Buntine; Ehsan Shareghi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.891/
emnlp2025.csv
2,025
EMNLP
DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains
Yongkang Xiao; Sinian Zhang; Yi Dai; Huixue Zhou; Jue Hou; Jie Ding; Rui Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.892/
emnlp2025.csv
2,025
EMNLP
Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism
Zhiwei Wang; Yunji Wang; Zhongwang Zhang; Zhangchen Zhou; Hui Jin; Tianyang Hu; Jiacheng Sun; Zhenguo Li; Yaoyu Zhang; Zhi-Qin John Xu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.893/
emnlp2025.csv
2,025
EMNLP
TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers’ Guidance
Jingxian Xu; Mengyu Zhou; Weichang Liu; Hanbing Liu; Shi Han; Dongmei Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.894/
emnlp2025.csv
2,025
EMNLP
DAVIS: Planning Agent with Knowledge Graph-Powered Inner Monologue
Minh Pham Dinh; Michael G Yankoski; Munira Syed; Trenton W. Ford
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.895/
emnlp2025.csv
2,025
EMNLP
When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following
Keno Harada; Yudai Yamazaki; Masachika Taniguchi; Edison Marrese-Taylor; Takeshi Kojima; Yusuke Iwasawa; Yutaka Matsuo
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.896/
emnlp2025.csv
2,025
EMNLP
FormosanBench: Benchmarking Low-Resource Austronesian Languages in the Era of Large Language Models
Kaiying Kevin Lin; Hsi-Yu Chen; Haopeng Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.897/
emnlp2025.csv
2,025
EMNLP
SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models
Jun Rao; Yunjie Liao; Xuebo Liu; Zepeng Lin; Lian Lian; Dong Jin; Shengjun Cheng; Jun Yu; Min Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.898/
emnlp2025.csv
2,025
EMNLP
FigEx: Aligned Extraction of Scientific Figures and Captions
Jifeng Song; Arun Das; Ge Cui; Yufei Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.899/
emnlp2025.csv
2,025
EMNLP
PATIMT-Bench: A Multi-Scenario Benchmark for Position-Aware Text Image Machine Translation in Large Vision-Language Models
Wanru Zhuang; Wenbo Li; Zhibin Lan; Xu Han; Peng Li; Jinsong Su
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.900/
emnlp2025.csv
2,025
EMNLP
Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging
Hua Farn; Hsuan Su; Shachi H. Kumar; Saurav Sahay; Shang-Tse Chen; Hung-yi Lee
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.901/
emnlp2025.csv
2,025
EMNLP
Self-Ensemble: Mitigating Confidence Distortion for Large Language Models
Zicheng Xu; Guanchu Wang; Guangyao Zheng; Yu-Neng Chuang; Alex Szalay; Xia Hu; Vladimir Braverman
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.902/
emnlp2025.csv
2,025
EMNLP
Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts
Yuu Jinnai; Ukyo Honda
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.903/
emnlp2025.csv
2,025
EMNLP
Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics
Sheldon Yu; Yuxin Xiong; Junda Wu; Xintong Li; Tong Yu; Xiang Chen; Ritwik Sinha; Jingbo Shang; Julian McAuley
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.904/
emnlp2025.csv
2,025
EMNLP
DecisionFlow: Advancing Large Language Model as Principled Decision Maker
Xiusi Chen; Shanyong Wang; Cheng Qian; Hongru Wang; Peixuan Han; Heng Ji
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.905/
emnlp2025.csv
2,025
EMNLP
M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models
Jiaxin Guo; Daimeng Wei; Yuanchang Luo; Hengchao Shang; Zongyao Li; Jinlong Yang; Zhanglin Wu; Zhiqiang Rao; Shimin Tao; Hao Yang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.906/
emnlp2025.csv
2,025
EMNLP
Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems
Qian Xiong; Yuekai Huang; Ziyou Jiang; Zhiyuan Chang; Yujia Zheng; Tianhao Li; Mingyang Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.907/
emnlp2025.csv
2,025
EMNLP
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering
Yitao Long; Tiansheng Hu; Yilun Zhao; Arman Cohan; Chen Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.908/
emnlp2025.csv
2,025
EMNLP
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models
Xu Huang; Wenhao Zhu; Hanxu Hu; Conghui He; Lei Li; Shujian Huang; Fei Yuan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.909/
emnlp2025.csv
2,025
EMNLP
Assessing the Sensitivity and Alignment of FOL Closeness Metrics
Ramya Keerthy Thatikonda; Wray Buntine; Ehsan Shareghi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.910/
emnlp2025.csv
2,025
EMNLP
FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis
Juli Bakagianni; Korbinian Randl; Guido Rocchietti; Cosimo Rulli; Franco Maria Nardini; Salvatore Trani; Aron Henriksson; Anna Romanova; John Pavlopoulos
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.911/
emnlp2025.csv
2,025
EMNLP
Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios
Jingen Qu; Lijun Li; Bo Zhang; Yichen Yan; Jing Shao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.912/
emnlp2025.csv
2,025
EMNLP
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models
Abhay Gupta; Jacob Cheung; Philip Meng; Shayan Sayyed; Kevin Zhu; Austen Liao; Sean O’Brien
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.913/
emnlp2025.csv
2,025
EMNLP
FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression
Runchao Li; Yao Fu; Mu Sheng; Xianxuan Long; Haotian Yu; Pan Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.914/
emnlp2025.csv
2,025
EMNLP
Dynamic Injection of Entity Knowledge into Dense Retrievers
Ikuya Yamada; Ryokan Ri; Takeshi Kojima; Yusuke Iwasawa; Yutaka Matsuo
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.915/
emnlp2025.csv
2,025
EMNLP
When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning
Yijiang River Dong; Tiancheng Hu; Yinhong Liu; Ahmet Üstün; Nigel Collier
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.916/
emnlp2025.csv
2,025
EMNLP
MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures - A Comprehensive Framework
Yifan Zhu; Chao Zhang; Xin Shi; Xueqiao Zhang; Yi Yang; Yawei Luo
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.917/
emnlp2025.csv
2,025
EMNLP
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices
Patara Trirat; Jae-Gil Lee
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.918/
emnlp2025.csv
2,025
EMNLP
StandUp4AI: A New Multilingual Dataset for Humor Detection in Stand-up Comedy Videos
Valentin Barriere; Nahuel Gomez; Léo Hemamou; Sofia Callejas; Brian Ravenet
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.919/
emnlp2025.csv
2,025
EMNLP
Does Visual Grounding Enhance the Understanding of Embodied Knowledge in Large Language Models?
Zhihui Yang; Yupei Wang; Kaijie Mo; Zhe Zhao; Renfen Hu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.920/
emnlp2025.csv
2,025
EMNLP
Semantic Contribution-Aware Adaptive Retrieval for Black-Box Models
Qinhong Lin; Zhongliang Yang; Yuang Cai; Dingfu Yu; Xuan Xu; Yu Li; Linna Zhou
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.921/
emnlp2025.csv
2,025
EMNLP
On Guardrail Models’ Robustness to Mutations and Adversarial Attacks
Elias Bassani; Ignacio Sanchez
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.922/
emnlp2025.csv
2,025
EMNLP
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data
Bo Peng; Zhiheng Wang; Heyang Gong; Chaochao Lu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.923/
emnlp2025.csv
2,025
EMNLP
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs
Hanqing Li; Sharika Mahadevan; Kiran Jyothi Sheena; Henry Liang; Diego Klabjan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.924/
emnlp2025.csv
2,025
EMNLP
Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents
Shouju Wang; Fenglin Yu; Xirui Liu; Xiaoting Qin; Jue Zhang; Qingwei Lin; Dongmei Zhang; Saravan Rajmohan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.925/
emnlp2025.csv
2,025
EMNLP
Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
Yujun Zhou; Jiayi Ye; Zipeng Ling; Yufei Han; Yue Huang; Haomin Zhuang; Zhenwen Liang; Kehan Guo; Taicheng Guo; Xiangqi Wang; Xiangliang Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.926/
emnlp2025.csv
2,025
EMNLP
ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models
Razvan-Gabriel Dumitru; Darius Peteleaza; Vikas Yadav; Liangming Pan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.927/
emnlp2025.csv
2,025
EMNLP
Faster and Better LLMs via Latency-Aware Test-Time Scaling
Zili Wang; Tianyu Zhang; Haoli Bai; Lu Hou; Xianzhi Yu; Wulong Liu; Shiming Xiang; Lei Zhu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.928/
emnlp2025.csv
2,025
EMNLP
Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models
Zonghao Ying; Deyue Zhang; Zonglei Jing; Yisong Xiao; Quanchen Zou; Aishan Liu; Siyuan Liang; Xiangzheng Zhang; Xianglong Liu; Dacheng Tao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.929/
emnlp2025.csv
2,025
EMNLP
Distilling Many-Shot In-Context Learning into a Cheat Sheet
Ukyo Honda; Soichiro Murakami; Peinan Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.930/
emnlp2025.csv
2,025
EMNLP
Tracing Training Footprints: A Calibration Approach for Membership Inference Attacks Against Multimodal Large Language Models
Xiaofan Zheng; Huixuan Zhang; Xiaojun Wan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.931/
emnlp2025.csv
2,025
EMNLP
PolBiX: Detecting LLMs’ Political Bias in Fact-Checking through X-phemisms
Charlott Jakob; David Harbecke; Patrick Parschan; Pia Wenzel Neves; Vera Schmitt
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.932/
emnlp2025.csv
2,025
EMNLP
URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models
Ruiqi Yan; Xiquan Li; Wenxi Chen; Zhikang Niu; Chen Yang; Ziyang Ma; Kai Yu; Xie Chen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.933/
emnlp2025.csv
2,025
EMNLP
Low-Hallucination and Efficient Coreference Resolution with LLMs
Yujian Gan; Yuan Liang; Jinxia Xie; Yanni Lin; Juntao Yu; Massimo Poesio
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.934/
emnlp2025.csv
2,025
EMNLP
Your Mileage May Vary: How Empathy and Demographics Shape Human Preferences in LLM Responses
Yishan Wang; Amanda Cercas Curry; Flor Miriam Plaza-del-Arco
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.935/
emnlp2025.csv
2,025
EMNLP
Diving into Mitigating Hallucinations from a Vision Perspective for Large Vision-Language Models
Weihang Wang; Xinhao Li; Ziyue Wang; Yan Pang; Jielei Zhang; Peiyi Li; Qiang Zhang; Longwen Gao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.936/
emnlp2025.csv
2,025
EMNLP
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions
Song Dai; Yibo Yan; Jiamin Su; Zihao Dongfang; Yubo Gao; Yonghua Hei; Jungang Li; Junyan Zhang; Sicheng Tao; Zhuoran Gao; Xuming Hu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.937/
emnlp2025.csv
2,025
EMNLP
Ko-LongRAG: A Korean Long-Context RAG Benchmark Built with a Retrieval-Free Approach
Yongil Kim; Heuiyeen Yeen; Hyeongu Yun; Jinsik Lee
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.938/
emnlp2025.csv
2,025
EMNLP
Choosing a Model, Shaping a Future: Comparing LLM Perspectives on Sustainability and its Relationship with AI
Annika Bush; Meltem Aksoy; Markus Pauly; Greta Ontrup
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.939/
emnlp2025.csv
2,025
EMNLP
Optimising Factual Consistency in Summarisation via Preference Learning from Multiple Imperfect Metrics
Yuxuan Ye; Raul Santos-Rodriguez; Edwin Simpson
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.940/
emnlp2025.csv
2,025
EMNLP
Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based LLM-as-Judge
Chiyu Ma; Enpei Zhang; Yilun Zhao; Wenjun Liu; Yaning Jia; Peijun Qing; Lin Shi; Arman Cohan; Yujun Yan; Soroush Vosoughi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.941/
emnlp2025.csv
2,025
EMNLP
Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions
Meghdut Sengupta; Maximilian Muschalik; Fabian Fumagalli; Barbara Hammer; Eyke Hüllermeier; Debanjan Ghosh; Henning Wachsmuth
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.942/
emnlp2025.csv
2,025
EMNLP
KurTail : Kurtosis-based LLM Quantization
Mohammad Sadegh Akhondzadeh; Aleksandar Bojchevski; Evangelos Eleftheriou; Martino Dazzi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.943/
emnlp2025.csv
2,025
EMNLP
VIVA+: Human-Centered Situational Decision-Making
Zhe Hu; Yixiao Ren; Guanzhong Liu; Jing Li; Yu Yin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.944/
emnlp2025.csv
2,025
EMNLP
QuantAgents: Towards Multi-agent Financial System via Simulated Trading
Xiangyu Li; Yawen Zeng; Xiaofen Xing; Jin Xu; Xiangmin Xu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.945/
emnlp2025.csv
2,025
EMNLP
LLMs Reproduce Stereotypes of Sexual and Gender Minorities
Ruby Ostrow; Adam Lopez
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.946/
emnlp2025.csv
2,025
EMNLP
Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches
Israel Abebe Azime; Deborah D. Kanubala; Tejumade Afonja; Mario Fritz; Isabel Valera; Dietrich Klakow; Philipp Slusallek
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.947/
emnlp2025.csv
2,025
EMNLP
Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval
Linzhu Yu; Huan Li; Ke Chen; Lidan Shou
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.948/
emnlp2025.csv
2,025
EMNLP
Understanding and Improving Information Preservation in Prompt Compression for LLMs
Weronika Łajewska; Momchil Hardalov; Laura Aina; Neha Anna John; Hang Su; Lluis Marquez
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.949/
emnlp2025.csv
2,025
EMNLP
A Benchmark for Hindi Verb-Argument Structure Alternations
Kanishka Jain; Ashwini Vaidya
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.950/
emnlp2025.csv
2,025
EMNLP
Beyond Binary Preferences: Semi-Online Label-Free GRACE-KTO with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation
Jingyang Deng; Ran Chen; Jo-Ku Cheng; Jinwen Ma
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.951/
emnlp2025.csv
2,025
EMNLP
Representation-based Broad Hallucination Detectors Fail to Generalize Out of Distribution
Zuzanna Dubanowska; Maciej Żelaszczyk; Michał Brzozowski; Paolo Mandica; Michal P. Karpowicz
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.952/
emnlp2025.csv
2,025
EMNLP
MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models
Mingrui Xie; Lulu Xu; Junliang Du
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.953/
emnlp2025.csv
2,025
EMNLP
Multimodal UNcommonsense: From Odd to Ordinary and Ordinary to Odd
Yejin Son; Saejin Kim; Dongjun Min; Youngjae Yu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.954/
emnlp2025.csv
2,025
EMNLP
Analyzing Gambling Addictions: A Spanish Corpus for Understanding Pathological Behavior
Manuel Couto; Marcos Fernández-Pichel; Mario Ezra Aragon; David E. Losada
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.955/
emnlp2025.csv
2,025
EMNLP
Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction
Yuanbo Xie; Yingjie Zhang; Tianyun Liu; Duohe Ma; Tingwen Liu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.956/
emnlp2025.csv
2,025
EMNLP
Distributed LLM Serving on Consumer-Grade GPUs by Reconciling Computation and Communication
Lewei Jin; Kui Zhang; Yongqi Chen; Zhuoyifan; Renjie Li; Yi Gao; Bowei Yang; Zhengong Cai; Wei Dong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.957/
emnlp2025.csv
2,025
EMNLP
SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs
Hongfei Xia; Hongru Wang; Zeming Liu; Qian Yu; Yuhang Guo; Haifeng Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.958/
emnlp2025.csv
2,025
EMNLP
Sparsifying Mamba
An Wang; Ruobing Xie; Shuaipeng Li; Xingwu Sun; Zhanhui Kang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.959/
emnlp2025.csv
2,025
EMNLP
Beneath the Facade: Probing Safety Vulnerabilities in LLMs via Auto-Generated Jailbreak Prompts
Heehyeon Kim; Kyeongryul Lee; Joyce Jiyoung Whang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.960/
emnlp2025.csv
2,025
EMNLP
ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction
Xin Li; Huangming Xu; Fu Zhang; Jingwei Cheng
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.961/
emnlp2025.csv
2,025
EMNLP
Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models
Runsong Zhao; Xin Liu; Xinyu Liu; Pengcheng Huang; Chunyang Xiao; Tong Xiao; JingBo Zhu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.962/
emnlp2025.csv
2,025
EMNLP
Can Role Vectors Affect LLM Behaviour?
Daniele Potertì; Andrea Seveso; Fabio Mercorio
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.963/
emnlp2025.csv
2,025
EMNLP
Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling
Florian Eichin; Carolin M. Schuster; Georg Groh; Michael A. Hedderich
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.964/
emnlp2025.csv
2,025
EMNLP
ThinkQE: Query Expansion via an Evolving Thinking Process
Yibin Lei; Tao Shen; Andrew Yates
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.965/
emnlp2025.csv
2,025
EMNLP
Hierarchical Reward Modeling for Fault Localization in Large Code Repositories
Jiwei Zhang; Jianxun Lian; Haiming Qin; Mingyang Zhou; KeZhong Lu; Rui Mao; Hao Liao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.966/
emnlp2025.csv
2,025
EMNLP
Layer Duplication in LLMs
Neo Eyal; Nachum Dershowitz; Kfir Bar
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.967/
emnlp2025.csv
2,025
EMNLP
Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration
Yangyang Zhao; Ben Niu; Yuxuan Tan; Shihan Wang; Libo Qin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.968/
emnlp2025.csv
2,025
EMNLP
Linear Steerability in Language Models: When It Emerges and How It Evolves
Jianshu She; Xinyue Li; Eric P. Xing; Zhengzhong Liu; Qirong Ho
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.969/
emnlp2025.csv
2,025
EMNLP
A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies
Xiaobao Wu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.970/
emnlp2025.csv
2,025
EMNLP
InFact: Informativeness Alignment for Improved LLM Factuality
Roi Cohen; Russa Biswas; Gerard de Melo
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.971/
emnlp2025.csv
2,025
EMNLP
Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment
Yifei Dong; Fengyi Wu; Kunlin Zhang; Yilong Dai; Sanjian Zhang; Wanghao Ye; Sihan Chen; Zhi-Qi Cheng
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.972/
emnlp2025.csv
2,025
EMNLP
Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMs
Gaye Colakoglu; Gürkan Solmaz; Jonathan Fürst
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.973/
emnlp2025.csv
2,025
EMNLP
Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction
Zehan Li; Fu Zhang; Tianyue Peng; He Liu; Jingwei Cheng
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.974/
emnlp2025.csv
2,025
EMNLP
Following Occam’s Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs
Wei Chen; Zhi Zheng; Lili Zhao; Huijun Hou; Tong Xu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.975/
emnlp2025.csv