year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
EMNLP
LMUNIT: Fine-grained Evaluation with Natural Language Unit Tests
Jon Saad-Falcon; Rajan Pathe Vivek; William Berrios; Nandita Shankar Naik; Matija Franklin; Bertie Vidgen; Amanpreet Singh; Douwe Kiela; Shikib Mehri
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.176/
emnlp2025.csv
2,025
EMNLP
ThinkAnswer Loss: Balancing Semantic Similarity and Exact Matching for LLM Reasoning Enhancement
Shan Yang; Kun Wu; Zeju Li; Linlin Zhang; Xiangyu Pei; Leike An; Yu Liu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.177/
emnlp2025.csv
2,025
EMNLP
Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models
Jinwen Chen; Hainan Zhang; Fei Sun; Qinnan Zhang; Sijia Wen; Ziwei Wang; Zhiming Zheng
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.178/
emnlp2025.csv
2,025
EMNLP
Rust-doctor: Enhanced Feature for Rust Ownership and Lifetime Repair with Balanced Training Data Generation
Wenzhang Yang; Xiaoning Ren; Cuifeng Gao; Yinxing Xue
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.179/
emnlp2025.csv
2,025
EMNLP
SLIM: Subtrajectory-Level Elimination for More Effective Reasoning
Xifeng Yao; Chengyuan Ma; Dongyu Lang; Yinhao Ni; Zhiwei Xu; Huarui Xie; Zihao Chen; Guang Shen; Dandan Tu; Yi Bai; Changzheng Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.180/
emnlp2025.csv
2,025
EMNLP
From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning
Zihan Chen; Song Wang; Xingbo Fu; Chengshuai Shi; Zhenyu Lei; Cong Shen; Jundong Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.181/
emnlp2025.csv
2,025
EMNLP
Instance-level Randomization: Toward More Stable LLM Evaluations
Yiyang Li; Yonghuang Wu; Ying Luo; Liangtai Sun; Zishu Qin; Lin Qiu; Xuezhi Cao; Xunliang Cai
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.182/
emnlp2025.csv
2,025
EMNLP
Not All Voices Are Rewarded Equally: Probing and Repairing Reward Models across Human Diversity
Zihao Li; Feihao Fang; Xitong Zhang; Jiaru Zou; Zhining Liu; Wei Xiong; Ziwei Wu; Baoyu Jing; Jingrui He
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.183/
emnlp2025.csv
2,025
EMNLP
PAMN: Multi-phase Correlation Modeling for Contrast-Enhanced 3D Medical Image Retrieval
Haonan Tong; Ke Liu; Chuang Zhang; Xinglin Zhang; Tao Chen; Jenq-Neng Hwang; Lei Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.184/
emnlp2025.csv
2,025
EMNLP
Safety in Large Reasoning Models: A Survey
Cheng Wang; Yue Liu; Baolong Bi; Duzhen Zhang; Zhong-Zhi Li; Yingwei Ma; Yufei He; Shengju Yu; Xinfeng Li; Junfeng Fang; Jiaheng Zhang; Bryan Hooi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.185/
emnlp2025.csv
2,025
EMNLP
SafeConf: A Confidence-Calibrated Safety Self-Evaluation Method for Large Language Models
Bo Zhang; Cong Gao; Linkang Yang; Bingxu Han; Minghao Hu; Zhunchen Luo; Guotong Geng; Xiaoying Bai; Jun Zhang; Wen Yao; Zhong Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.186/
emnlp2025.csv
2,025
EMNLP
DocAssistant: Integrating Key-region Reading and Step-wise Reasoning for Robust Document Visual Question Answering
Jinxu Zhang; Qiyuan Fan; Yu Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.187/
emnlp2025.csv
2,025
EMNLP
LNE-Blocking: An Efficient Framework for Contamination Mitigation Evaluation on Large Language Models
Ruijie Hou; Yueyang Jiao; Hanxu Hu; Yingming Li; Wai Lam; Huajian Zhang; Hongyuan Lu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.188/
emnlp2025.csv
2,025
EMNLP
Enhancing Hate Speech Classifiers through a Gradient-assisted Counterfactual Text Generation Strategy
Michael Van Supranes; Shaowen Peng; Shoko Wakamiya; Eiji Aramaki
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.189/
emnlp2025.csv
2,025
EMNLP
Learning SQL Like a Human: Structure-Aware Curriculum Learning for Text-to-SQL Generation
Xiaohu Zhu; Qian Li; Lizhen Cui; Yuntao Du
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.190/
emnlp2025.csv
2,025
EMNLP
Chain-of-Interactions: Multi-step Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions
Jason Lucas; John Chen; Ali Al-Lawati; Mahjabin Nahar; Mahnoosh Mehrabani
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.191/
emnlp2025.csv
2,025
EMNLP
Your Semantic-Independent Watermark is Fragile: A Semantic Perturbation Attack against EaaS Watermark
Zekun Fei; Biao Yi; Jianing Geng; He Ruiqi; Lihai Nie; Zheli Liu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.192/
emnlp2025.csv
2,025
EMNLP
Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models
Youan Cong; Pritom Saha Akash; Cheng Wang; Kevin Chen-Chuan Chang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.193/
emnlp2025.csv
2,025
EMNLP
SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
Zhiqiang Liu; Enpei Niu; Yin Hua; Mengshu Sun; Lei Liang; Huajun Chen; Wen Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.194/
emnlp2025.csv
2,025
EMNLP
PD3F: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models
Yuanhe Zhang; Xinyue Wang; Haoran Gao; Zhenhong Zhou; Fanyu Meng; Yuyao Zhang; Sen Su
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.195/
emnlp2025.csv
2,025
EMNLP
From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs
Jiaxiang Chen; Zhuo Wang; Mingxi Zou; Zhucong Li; Zhijian Zhou; Song Wang; Zenglin Xu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.196/
emnlp2025.csv
2,025
EMNLP
PIP: Perturbation-based Iterative Pruning for Large Language Models
Yi Cao; Wei-Jie Xu; Yucheng Shen; Weijie Shi; Chi-Min Chan; Jianfeng Qu; Jiajie Xu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.197/
emnlp2025.csv
2,025
EMNLP
Convolutional LoRA Aggregation for Unseen Tasks Adaptation
Xinhao Wu; Jialin Liu; Yutai Duan; Jie Liu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.198/
emnlp2025.csv
2,025
EMNLP
CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task
Haosi Mo; Xinyu Ma; Xuebo Liu; Derek F. Wong; Yu Li; Jie Liu; Min Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.199/
emnlp2025.csv
2,025
EMNLP
Multilingual Collaborative Defense for Large Language Models
Hongliang Li; Jinan Xu; Gengping Cui; Changhao Guan; Fengran Mo; Kaiyu Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.200/
emnlp2025.csv
2,025
EMNLP
Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification
Hongfei Du; Jiacheng Shi; Jacobo Myerston; Sidi Lu; Gang Zhou; Ashley Gao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.201/
emnlp2025.csv
2,025
EMNLP
MetaMixSpeech: Meta Task Augmentation for Low-Resource Speech Recognition
Yaqi Chen; Hao Zhang; Wenlin Zhang; XuKui Yang; Dan Qu; Yunpeng Liu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.202/
emnlp2025.csv
2,025
EMNLP
RECAST: Retrieval-Augmented Contextual ASR via Decoder-State Keyword Spotting
Ashish Mittal; Sunita Sarawagi; Preethi Jyothi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.203/
emnlp2025.csv
2,025
EMNLP
PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement
Xubin Yue; Zhenhua Xu; Wenpeng Xing; Jiahui Yu; Mohan Li; Meng Han
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.204/
emnlp2025.csv
2,025
EMNLP
Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing
Zichen Wu; Hsiu-Yuan Huang; Yunfang Wu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.205/
emnlp2025.csv
2,025
EMNLP
Text-centric Alignment for Bridging Test-time Unseen Modality
Yun-Da Tsai; Ting-Yu Yen; Pei-Fu Guo; Zhe-Yan Li; Shou-De Lin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.206/
emnlp2025.csv
2,025
EMNLP
HierPrompt: Zero-Shot Hierarchical Text Classification with LLM-Enhanced Prototypes
Qian Zhang; Qinliang Su; Wei Zhu; Pang Yachun
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.207/
emnlp2025.csv
2,025
EMNLP
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs
Zhongzhan Huang; Guoming Ling; Yupei Lin; Yandong Chen; Shanshan Zhong; Hefeng Wu; Liang Lin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.208/
emnlp2025.csv
2,025
EMNLP
Can We Steer Reasoning Direction by Thinking Intervention?
Xingsheng Zhang; Luxi Xing; Chen Zhang; Yanbing Liu; Yifan Deng; Yunpeng Li; Yue Hu; Chenxu Niu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.209/
emnlp2025.csv
2,025
EMNLP
MPO: Boosting LLM Agents with Meta Plan Optimization
Weimin Xiong; Yifan Song; Qingxiu Dong; Bingchan Zhao; Feifan Song; XWang; Sujian Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.210/
emnlp2025.csv
2,025
EMNLP
Exploring the Generalizability of Factual Hallucination Mitigation via Enhancing Precise Knowledge Utilization
Siyuan Zhang; Yichi Zhang; Yinpeng Dong; Hang Su
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.211/
emnlp2025.csv
2,025
EMNLP
Learning What to Remember: Adaptive Probabilistic Memory Retention for Memory-Efficient Language Models
S M Rafiuddin; Muntaha Nujat Khan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.212/
emnlp2025.csv
2,025
EMNLP
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach
Xiaoran Yin; Xu Luo; Hao Wu; Lianli Gao; Jingkuan Song
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.213/
emnlp2025.csv
2,025
EMNLP
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering
Sichu Liang; Linhai Zhang; Hongyu Zhu; Wenwen Wang; Yulan He; Deyu Zhou
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.214/
emnlp2025.csv
2,025
EMNLP
EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation
Ruobing Yao; Yifei Zhang; Shuang Song; Neng Gao; Chenyang Tu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.215/
emnlp2025.csv
2,025
EMNLP
StereoDetect: Detecting Stereotypes and Anti-stereotypes the Correct Way Using Social Psychological Underpinnings
Kaustubh Shivshankar Shejole; Pushpak Bhattacharyya
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.216/
emnlp2025.csv
2,025
EMNLP
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning
Yihong Tang; Ao Qu; Zhaokai Wang; Dingyi Zhuang; Zhaofeng Wu; Wei Ma; Shenhao Wang; Yunhan Zheng; Zhan Zhao; Jinhua Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.217/
emnlp2025.csv
2,025
EMNLP
How Does Knowledge Selection Help Retrieval Augmented Generation?
Xiangci Li; Jessica Ouyang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.218/
emnlp2025.csv
2,025
EMNLP
UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation
Tianlong Li; Wenhao Liu; Muling Wu; Shihan Dou; Zhenghua Wang; Changze Lv; Xiaohua Wang; Xiaoqing Zheng; Xuanjing Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.219/
emnlp2025.csv
2,025
EMNLP
ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation
Ruobing Yao; Yifei Zhang; Shuang Song; Yuhan Liu; Neng Gao; Chenyang Tu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.220/
emnlp2025.csv
2,025
EMNLP
FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization
Fangxin Liu; Zongwu Wang; Jinhong Xia; Junping Zhao; Shouren Zhao; Jinjin Li; Jian Liu; Li Jiang; Haibing Guan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.221/
emnlp2025.csv
2,025
EMNLP
ReLoop: “Seeing Twice and Thinking Backwards” via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding
Jianjiang Yang; Yanshu Li; Ziyan Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.222/
emnlp2025.csv
2,025
EMNLP
Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline
Zhenqi Ye; HaoPeng Ren; Yi Cai; Qingbao Huang; Jing Qin; Pinli Zhu; Songwen Gong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.223/
emnlp2025.csv
2,025
EMNLP
The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation
David Stap; Christof Monz
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.224/
emnlp2025.csv
2,025
EMNLP
David vs. Goliath: Cost-Efficient Financial QA via Cascaded Multi-Agent Reasoning
Chenghao Liu; Qian Liu; Ziqin Zhu; Hao Fei; Aniket Mahanti
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.225/
emnlp2025.csv
2,025
EMNLP
Benchmarking Uncertainty Metrics for LLM Target-Aware Search
Pei-Fu Guo; Yun-Da Tsai; Shou-De Lin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.226/
emnlp2025.csv
2,025
EMNLP
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs
Francesco Cazzaro; Justin Kleindienst; Sofia Márquez Gomez; Ariadna Quattoni
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.227/
emnlp2025.csv
2,025
EMNLP
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning
Ruosen Li; Ziming Luo; Xinya Du
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.228/
emnlp2025.csv
2,025
EMNLP
Recipe2Plan: Evaluating Planning Abilities of LLMs for Efficient and Feasible Multitasking with Time Constraints Between Actions
Zirui Wu; Xiao Liu; Jiayi Li; Lingpeng Kong; Yansong Feng
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.229/
emnlp2025.csv
2,025
EMNLP
Unlocking the Effectiveness of LoRA-FP for Seamless Transfer Implantation of Fingerprints in Downstream Models
Zhenhua Xu; Zhaokun Yan; Binhan Xu; Xin Tong; Haitao Xu; Yourong Chen; Meng Han
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.230/
emnlp2025.csv
2,025
EMNLP
AELC: Adaptive Entity Linking with LLM-Driven Contextualization
Fang Wang; Zhengwei Tao; Ming Wang; Minghao Hu; Xiaoying Bai
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.231/
emnlp2025.csv
2,025
EMNLP
MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer
Honglin Lin; Zhuoshi Pan; Qizhi Pei; Xin Gao; Yu Li; Mengzhang Cai; Conghui He; Lijun Wu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.232/
emnlp2025.csv
2,025
EMNLP
GLProtein: Global-and-Local Structure Aware Protein Representation Learning
Yunqing Liu; Wenqi Fan; Xiaoyong Wei; Li Qing
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.233/
emnlp2025.csv
2,025
EMNLP
Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning
Changshuo Zhang; Ang Gao; Xiao Zhang; Yong Liu; Deyang Li; Fangchao Liu; Xinyu Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.234/
emnlp2025.csv
2,025
EMNLP
Can Multimodal LLMs See Materials Clearly? A Multimodal Benchmark on Materials Characterization
Zhengzhao Lai; Youbin Zheng; Zhenyang Cai; Haonan Lyu; Jingpu Yang; Hong-Qing Liang; Yan Hu; Benyou Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.235/
emnlp2025.csv
2,025
EMNLP
GRADE: Generating multi-hop QA and fine-gRAined Difficulty matrix for RAG Evaluation
Jeongsoo Lee; Daeyong Kwon; Kyohoon Jin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.236/
emnlp2025.csv
2,025
EMNLP
FusionDTI: Fine-grained Binding Discovery with Token-level Fusion for Drug-Target Interaction
Zhaohan Meng; Zaiqiao Meng; Ke Yuan; Iadh Ounis
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.237/
emnlp2025.csv
2,025
EMNLP
A Survey on Training-free Alignment of Large Language Models
Birong Pan; Yongqi Li; Weiyu Zhang; Wenpeng Lu; Mayi Xu; Shen Zhou; Yuanyuan Zhu; Ming Zhong; Tieyun Qian
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.238/
emnlp2025.csv
2,025
EMNLP
CIVET: Systematic Evaluation of Understanding in VLMs
Massimo Rizzoli; Simone Alghisi; Olha Khomyn; Gabriel Roccabruna; Seyed Mahed Mousavi; Giuseppe Riccardi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.239/
emnlp2025.csv
2,025
EMNLP
How Does Cognitive Bias Affect Large Language Models? A Case Study on the Anchoring Effect in Price Negotiation Simulations
Yoshiki Takenami; Yin Jou Huang; Yugo Murawaki; Chenhui Chu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.240/
emnlp2025.csv
2,025
EMNLP
Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation
Pengchao Feng; Ziyang Ma; Wenxi Chen; Yao Li; Sheng Wang; Kai Yu; Xie Chen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.241/
emnlp2025.csv
2,025
EMNLP
Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods
Yulin Chen; Haoran Li; Yuan Sui; Yangqiu Song; Bryan Hooi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.242/
emnlp2025.csv
2,025
EMNLP
Path-enhanced Pre-trained Language Model for Knowledge Graph Completion
Hao Wang; Dandan Song; Zhijing Wu; Yuhang Tian; Pan Yang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.243/
emnlp2025.csv
2,025
EMNLP
Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective
Zhihao Zhang; Sophia Yat Mei Lee; Dong Zhang; Shoushan Li; Guodong Zhou
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.244/
emnlp2025.csv
2,025
EMNLP
Zero-Shot Cross-Domain Aspect-Based Sentiment Analysis via Domain-Contextualized Chain-of-Thought Reasoning
Chuming Shen; Wei Wei; Dong Wang; Zhong-Hao Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.245/
emnlp2025.csv
2,025
EMNLP
Tree of Agents: Improving Long-Context Capabilities of Large Language Models through Multi-Perspective Reasoning
Song Yu; Xiaofei Xu; Ke Deng; Li Li; Lin Tian
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.246/
emnlp2025.csv
2,025
EMNLP
Cross-Cultural Transfer of Commonsense Reasoning in LLMs: Evidence from the Arab World
Saeed Almheiri; Rania Elbadry; Mena Attia; Chenxi Wang; Preslav Nakov; Timothy Baldwin; Fajri Koto
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.247/
emnlp2025.csv
2,025
EMNLP
Enhancing Partially Relevant Video Retrieval with Robust Alignment Learning
Long Zhang; Peipei Song; Jianfeng Dong; Kun Li; Xun Yang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.248/
emnlp2025.csv
2,025
EMNLP
Multi-level Diagnosis and Evaluation for Robust Tabular Feature Engineering with Large Language Models
Yebin Lim; Susik Yoon
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.249/
emnlp2025.csv
2,025
EMNLP
Prejudge-Before-Think: Enhancing Large Language Models at Test-Time by Process Prejudge Reasoning
Jianing Wang; Jin Jiang; Yang Liu; Mengdi Zhang; Xunliang Cai
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.250/
emnlp2025.csv
2,025
EMNLP
FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging
Zijian Li; Xiaocheng Feng; Huixin Liu; Yichong Huang; Ting Liu; Bing Qin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.251/
emnlp2025.csv
2,025
EMNLP
Dynamic Simulation Framework for Disinformation Dissemination and Correction With Social Bots
Boyu Qiao; Kun Li; Wei Zhou; Songlin Hu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.252/
emnlp2025.csv
2,025
EMNLP
Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning
Zhaohui Yang; Chenghua He; Xiaowen Shi; Shihong Deng; Linjing Li; Qiyue Yin; Daxin Jiang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.253/
emnlp2025.csv
2,025
EMNLP
PrAd: Prompt Adaptive Tuning for Decoder-only Language Models
Youneng Ma; Junyi He; Haojun Fei
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.254/
emnlp2025.csv
2,025
EMNLP
Personalized Question Answering with User Profile Generation and Compression
Hang Su; Yun Yang; Tianyang Liu; Xin Liu; Peng Pu; Xuesong Lu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.255/
emnlp2025.csv
2,025
EMNLP
Dream to Chat: Model-based Reinforcement Learning on Dialogues with User Belief Modeling
Yue Zhao; Xiaoyu Wang; Dan Wang; Zhonglin Jiang; Qingqing Gu; Teng Chen; Ningyuan Xi; Jinxian Qu; Yong Chen; Luo Ji
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.256/
emnlp2025.csv
2,025
EMNLP
FakeSV-VLM: Taming VLM for Detecting Fake Short-Video News via Progressive Mixture-Of-Experts Adapter
JunXi Wang; Yaxiong Wang; Lechao Cheng; Zhun Zhong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.257/
emnlp2025.csv
2,025
EMNLP
Beyond Inherent Cognition Biases in LLM-Based Event Forecasting: A Multi-Cognition Agentic Framework
Zhen Wang; Xi Zhou; Yating Yang; Bo Ma; Lei Wang; Rui Dong; Azmat Anwar
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.258/
emnlp2025.csv
2,025
EMNLP
Breaking the Reviewer: Assessing the Vulnerability of Large Language Models in Automated Peer Review Under Textual Adversarial Attacks
Tzu-Ling Lin; Wei-Chih Chen; Teng-Fang Hsiao; Hou-I Liu; Ya-Hsin Yeh; Yu-Kai Chan; Wen-Sheng Lien; Po-Yen Kuo; Philip S. Yu; Hong-Han Shuai
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.259/
emnlp2025.csv
2,025
EMNLP
Watermarking with Low-Entropy POS-Guided Token Partitioning and Z-Score-Driven Dynamic Bias for Large Language Models
He Li; Xiaojun Chen; Zhendong Zhao; Yunfei Yang; Xin Zhao; Jingcheng He
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.260/
emnlp2025.csv
2,025
EMNLP
Knowledge Graph-Driven Memory Editing with Directional Interventions
Jinhu Fu; Kun Wang; Chongye Guo; Junfeng Fang; Wentao Zhang; Sen Su
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.261/
emnlp2025.csv
2,025
EMNLP
DTDES-KGE: Dual-Teacher Knowledge Distillation with Distinct Embedding Spaces for Knowledge Graph Embeddings
Bofan Wei; Hongyuan Xu; Yuhang Niu; Jiarui Ren; Yanlong Wen; Xiaojie Yuan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.262/
emnlp2025.csv
2,025
EMNLP
LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation
Ming Zhang; Yujiong Shen; Zelin Li; Huayu Sha; Binze Hu; Yuhui Wang; Chenhao Huang; Shichun Liu; Jingqi Tong; Changhao Jiang; Mingxu Chai; Zhiheng Xi; Shihan Dou; Tao Gui; Qi Zhang; Xuanjing Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.263/
emnlp2025.csv
2,025
EMNLP
Watermark Smoothing Attacks against Language Models
Hongyan Chang; Hamed Hassani; Reza Shokri
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.264/
emnlp2025.csv
2,025
EMNLP
PICD-Instruct: A Generative Instruction Learning Framework for Few-Shot Multi-Intent Spoken Language Understanding
Wenbin Hua; Rui Fan; Tingting He; Ming Dong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.265/
emnlp2025.csv
2,025
EMNLP
Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks
Sheng Liu; Qiang Sheng; Danding Wang; Yang Li; Guang Yang; Juan Cao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.266/
emnlp2025.csv
2,025
EMNLP
Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent?
Xi Ai; Mahardika Krisna Ihsani; Min-Yen Kan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.267/
emnlp2025.csv
2,025
EMNLP
Krikri: Advancing Open Large Language Models for Greek
Dimitris Roussis; Leon Voukoutis; Georgios Paraskevopoulos; Sokratis Sofianopoulos; Prokopis Prokopidis; Vassilis Papavassileiou; Athanasios Katsamanis; Stelios Piperidis; Vassilis Katsouros
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.268/
emnlp2025.csv
2,025
EMNLP
Beyond the Scientific Document: A Citation-Aware Multi-Granular Summarization Approach with Heterogeneous Graphs
Quoc-An Nguyen; Xuan-Hung Le; Thi-Minh-Thu Vu; Hoang-Quynh Le
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.269/
emnlp2025.csv
2,025
EMNLP
Detecting Continuously Evolving Scam Calls under Limited Annotation: A LLM-Augmented Expert Rule Framework
Haoyu Ma; Qinliang Su; Minhua Huang; Wu Kai
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.270/
emnlp2025.csv
2,025
EMNLP
An Empirical Study of Position Bias in Modern Information Retrieval
Ziyang Zeng; Dun Zhang; Jiacheng Li; Zoupanxiang; Yudong Zhou; Yuqing Yang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.271/
emnlp2025.csv
2,025
EMNLP
GenPoE: Generative Passage-level Mixture of Experts for Knowledge Enhancement of LLMs
Xuebing Liu; Shanbao Qiao; Seung-Hoon Na
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.272/
emnlp2025.csv
2,025
EMNLP
CoRanking: Collaborative Ranking with Small and Large Ranking Agents
Wenhan Liu; Xinyu Ma; Yutao Zhu; Lixin Su; Shuaiqiang Wang; Dawei Yin; Zhicheng Dou
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.273/
emnlp2025.csv
2,025
EMNLP
HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation
Yihan Jiao; Zhehao Tan; Dan Yang; Duolin Sun; Jie Feng; Yue Shen; Jian Wang; Peng Wei
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.274/
emnlp2025.csv
2,025
EMNLP
Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action
Tongyoung Kim; Jeongeun Lee; SooJin Yoon; SungHwan Kim; Dongha Lee
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.275/
emnlp2025.csv