year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
EMNLP
Invisible Prompts, Visible Threats: Malicious Font Injection in External Resources for Large Language Models
Junjie Xiong; Changjia Zhu; Shuhang Lin; Chong Zhang; Yongfeng Zhang; Yao Liu; Lingyao Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.376/
emnlp2025.csv
2,025
EMNLP
Turning the Tide: Repository-based Code Reflection
Wei Zhang; Jian Yang; Jiaxi Yang; Ya Wang; Zhoujun Li; Zeyu Cui; Binyuan Hui; Junyang Lin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.377/
emnlp2025.csv
2,025
EMNLP
Reinforcement Learning with Supervised Alignment
João Luís Lins; Jia Xu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.378/
emnlp2025.csv
2,025
EMNLP
EmByte: Decomposition and Compression Learning for Small yet Private NLP
Shenglan Li; Jia Xu; Mengjiao Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.379/
emnlp2025.csv
2,025
EMNLP
GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation
Yuanhao Ding; Esteban Garces Arias; Meimingwei Li; Julian Rodemann; Matthias Aßenmacher; Danlu Chen; Gaojuan Fan; Christian Heumann; Chongsheng Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.380/
emnlp2025.csv
2,025
EMNLP
Efficiently Editing Mixture-of-Experts Models with Compressed Experts
Yifei He; Yang Liu; Chen Liang; Hany Hassan Awadalla
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.381/
emnlp2025.csv
2,025
EMNLP
FinGEAR: Financial Mapping-Guided Enhanced Answer Retrieval
Ying Li; Mengyu Wang; Miguel de Carvalho; Sotirios Sabanis; Tiejun Ma
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.382/
emnlp2025.csv
2,025
EMNLP
FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering
Amirhossein Abaskohi; Spandana Gella; Giuseppe Carenini; Issam H. Laradji
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.383/
emnlp2025.csv
2,025
EMNLP
SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data
Jinsung Yoon; Junhao Zeng; Sercan O Arik
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.384/
emnlp2025.csv
2,025
EMNLP
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs
Che Liu; Cheng Ouyang; Zhongwei Wan; Haozhe Wang; Wenjia Bai; Rossella Arcucci
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.385/
emnlp2025.csv
2,025
EMNLP
Seeing Race, Feeling Bias: Emotion Stereotyping in Multimodal Language Models
Mahammed Kamruzzaman; Amanda Cercas Curry; Alba Cercas Curry; Flor Miriam Plaza-del-Arco
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.386/
emnlp2025.csv
2,025
EMNLP
AdaptMerge: Inference Time Adaptive Visual and Language-Guided Token Merging for Efficient Large Multimodal Models
Zahidul Islam; Mrigank Rochan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.387/
emnlp2025.csv
2,025
EMNLP
Federated Retrieval-Augmented Generation: A Systematic Mapping Study
Abhijit Chakraborty; Chahana Dahal; Vivek Gupta
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.388/
emnlp2025.csv
2,025
EMNLP
A Survey of Pun Generation: Datasets, Evaluations and Methodologies
Yuchen Su; Yonghua Zhu; Ruofan Wang; Zijian Huang; Diana Benavides-Prado; Michael J. Witbrock
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.389/
emnlp2025.csv
2,025
EMNLP
Evaluating the Robustness and Accuracy of Text Watermarking Under Real-World Cross-Lingual Manipulations
Mansour Al Ghanim; Jiaqi Xue; Rochana Prih Hastuti; Mengxin Zheng; Yan Solihin; Qian Lou
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.390/
emnlp2025.csv
2,025
EMNLP
HDiff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction
Xiangfeng Luo; Ruoxin Zheng; Jianqiang Huang; Hang Yu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.391/
emnlp2025.csv
2,025
EMNLP
Spotlighter: Revisiting Prompt Tuning from a Representative Mining View
Yutong Gao; Maoyuan Shao; Xinyang Huang; Chuang Zhu; Yu Weng; Xuan Liu; Lijuan Sun; Guoshun Nan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.392/
emnlp2025.csv
2,025
EMNLP
Offloaded Reasoning: Efficient Inference for Large Language Models via Modular Reasoning and Refinement
Ishan Jindal; Jayant Taneja; Badrinath Chandana; Vikas Kapur; Sachin Dev Sharma
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.393/
emnlp2025.csv
2,025
EMNLP
Wait, We Don’t Need to “Wait”! Removing Thinking Tokens Improves Reasoning Efficiency
Chenlong Wang; Yuanning Feng; Dongping Chen; Zhaoyang Chu; Ranjay Krishna; Tianyi Zhou
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.394/
emnlp2025.csv
2,025
EMNLP
Towards Reverse Engineering of Language Models: A Survey
Xinpeng Ti; Wentao Ye; Zhifang Zhang; Junbo Zhao; Chang Yao; Lei Feng; Haobo Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.395/
emnlp2025.csv
2,025
EMNLP
LIFTED: Multimodal Clinical Trial Outcome Prediction via Large Language Models and Mixture-of-Experts
Wenhao Zheng; Liaoyaqi Wang; Dongshen Peng; Hongxia Xu; Yun Li; Hongtu Zhu; Tianfan Fu; Huaxiu Yao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.396/
emnlp2025.csv
2,025
EMNLP
Addition in Four Movements: Mapping Layer-wise Information Trajectories in LLMs
Yao Yan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.397/
emnlp2025.csv
2,025
EMNLP
CoMoE: Contrastive Representation for Mixture-of-Experts in Parameter-Efficient Fine-tuning
Jinyuan Feng; ChaoPeng Wei; Tenghai Qiu; Tianyi Hu; Zhiqiang Pu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.398/
emnlp2025.csv
2,025
EMNLP
GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors
Xinrong Chen; Hengyuan Zhang; Yingmin Qiu; Xiao Liang; Ziyue Li; Guanyu Wang; Weiping Li; Tong Mo; Hayden Kwok-Hay So; Ngai Wong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.399/
emnlp2025.csv
2,025
EMNLP
Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer
Euntae Choi; Sumin Song; Woosang Lim; Sungjoo Yoo
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.400/
emnlp2025.csv
2,025
EMNLP
Decoding in Latent Spaces for Efficient Inference in LLM-based Recommendation
Chengbing Wang; Yang Zhang; Zhicheng Wang; Tianhao Shi; Keqin Bao; Fuli Feng; Tat-Seng Chua
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.401/
emnlp2025.csv
2,025
EMNLP
Forget for Get: A Lightweight Two-phase Gradient Method for Knowledge Editing in Large Language Models
Yanhong Li; Min Yang; Xiping Hu; Chengming Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.402/
emnlp2025.csv
2,025
EMNLP
AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking
Ding-Chu Zhang; Xiaowen Zhang; Yue Fei; Renjun Hu; Xiao-Wen Yang; Zhi Zhou; Baixuan Li; Yu-Feng Li; Xing Shi; Wei Lin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.403/
emnlp2025.csv
2,025
EMNLP
Temporal Alignment of Time Sensitive Facts with Activation Engineering
Sanjay Govindan; Maurice Pagnucco; Yang Song
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.404/
emnlp2025.csv
2,025
EMNLP
ChronoBias: A Benchmark for Evaluating Time-conditional Group Bias in the Time-sensitive Knowledge of Large Language Models
Kyungmin Kim; Youngbin Choi; Hyounghun Kim; Dongwoo Kim; Sangdon Park
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.405/
emnlp2025.csv
2,025
EMNLP
MC2: A Minimum-Coverage and Dataset-Agnostic Framework for Compositional Generalization of LLMs on Semantic Parsing
Ziyao Xu; Zhe Yang; Houfeng Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.406/
emnlp2025.csv
2,025
EMNLP
Learning to Instruct: Fine-Tuning a Task-Aware Instruction Optimizer for Black-Box LLMs
Yunzhe Qi; Jinjin Tian; Tianci Liu; Ruirui Li; Tianxin Wei; Hui Liu; Xianfeng Tang; Monica Xiao Cheng; Jingrui He
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.407/
emnlp2025.csv
2,025
EMNLP
Enriching Patent Claim Generation with European Patent Dataset
Lekang Jiang; Chengzu Li; Stefan Goetz
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.408/
emnlp2025.csv
2,025
EMNLP
StepKE: Stepwise Knowledge Editing for Multi-Hop Question Answering
Jaewook Lee; Dahyun Jung; Heuiseok Lim
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.409/
emnlp2025.csv
2,025
EMNLP
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark
Lan Li; Liri Fang; Bertram Ludäscher; Vetle I Torvik
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.410/
emnlp2025.csv
2,025
EMNLP
Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents
Pengzhou Cheng; Haowen Hu; Zheng Wu; Zongru Wu; Tianjie Ju; Daizong Ding; Zhuosheng Zhang; Gongshen Liu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.411/
emnlp2025.csv
2,025
EMNLP
Scale Down to Speed Up: Dynamic Data Selection for Reinforcement Learning
Zhuoyue Chen; Jihai Zhang; Ben Liu; Fangquan Lin; Wotao Yin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.412/
emnlp2025.csv
2,025
EMNLP
Towards Efficient CoT Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales
JianZhi Yan; Le Liu; Youcheng Pan; Shiwei Chen; Yang Xiang; Buzhou Tang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.413/
emnlp2025.csv
2,025
EMNLP
GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder
Seunghyuk Cho; Zhenyue Qin; Yang Liu; Youngbin Choi; Seungbeom Lee; Dongwoo Kim
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.414/
emnlp2025.csv
2,025
EMNLP
Leveraging 3D Gaussian for Temporal Knowledge Graph Embedding
Jiang Li; Xiangdong Su; Guanglai Gao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.415/
emnlp2025.csv
2,025
EMNLP
LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences
Liangqi Yuan; Dong-Jun Han; Christopher Brinton; Sabine Brunswicker
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.416/
emnlp2025.csv
2,025
EMNLP
ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction
Jeesu Jung; Chanjun Park; Sangkeun Jung
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.417/
emnlp2025.csv
2,025
EMNLP
Token Knowledge: A New Perspective For Knowledge in Large Language Models
Jieyong Wang; Chunyao Song; Tingjian Ge
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.418/
emnlp2025.csv
2,025
EMNLP
Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation
Sheng Liang; Hang Lv; Zhihao Wen; Yaxiong Wu; Yongyue Zhang; Hao Wang; Yong Liu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.419/
emnlp2025.csv
2,025
EMNLP
Enhancing Attributed Question Answering using Tailored Progressive Curriculum Learning
Yuhan Chen; Bowei Zou; Yifan Fan; Yuchong Chen; Shujun Cao; Yu Hong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.420/
emnlp2025.csv
2,025
EMNLP
REAR: Reinforced Reasoning Optimization for Event Argument Extraction with Relation-Aware Support
Jianwen Luo; Yu Hong; Shuai Yang; Jianmin Yao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.421/
emnlp2025.csv
2,025
EMNLP
COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing
Rajvee Sheth; Himanshu Beniwal; Mayank Singh
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.422/
emnlp2025.csv
2,025
EMNLP
Nine Ways to Break Copyright Law and Why Our LLM Won’t: A Fair Use Aligned Generation Framework
Aakash Sen Sharma; Debdeep Sanyal; Priyansh Srivastava; Sundar Athreya H; Shirish Karande; Mohan Kankanhalli; Murari Mandal
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.423/
emnlp2025.csv
2,025
EMNLP
InteractSpeech: A Speech Dialogue Interaction Corpus for Spoken Dialogue Model
Yifu Chen; Shengpeng Ji; Ziqing Wang; Hanting Wang; Zhou Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.424/
emnlp2025.csv
2,025
EMNLP
Enhancing SQL Table Acquisition with Reverse Engineering for Text-to-SQL
Shixin Liu; Haoyu Xu; Yu Hong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.425/
emnlp2025.csv
2,025
EMNLP
DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs
Xiabin Zhou; Wenbin Wang; Minyan Zeng; Jiaxian Guo; Xuebo Liu; Li Shen; Min Zhang; Liang Ding
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.426/
emnlp2025.csv
2,025
EMNLP
ASD-iLLM:An Intervention Large Language Model for Autistic Children based on Real Clinical Dialogue Intervention Dataset
Shuzhong Lai; Chenxi Li; Junhong Lai; Yucun Zhong; Chenyu Yan; Xiang Li; Haifeng Li; Gang Pan; Lin Yao; Yueming Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.427/
emnlp2025.csv
2,025
EMNLP
GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction
Jie Zhao; Wanting Ning; Yuxiao Fei; Yubo Feng; Lishuang Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.428/
emnlp2025.csv
2,025
EMNLP
More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression
Jiebin Zhang; Dawei Zhu; Yifan Song; Wenhao Wu; Chuqiao Kuang; Xiaoguang Li; Lifeng Shang; Qun Liu; Sujian Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.429/
emnlp2025.csv
2,025
EMNLP
cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree
Yilin Zhang; Xinran Zhao; Zora Zhiruo Wang; Chenyang Yang; Jiayi Wei; Tongshuang Wu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.430/
emnlp2025.csv
2,025
EMNLP
A Group Fairness Lens for Large Language Models
Guanqun Bi; Yuqiang Xie; Lei Shen; Yanan Cao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.431/
emnlp2025.csv
2,025
EMNLP
VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training
Zhanpeng Chen; Chengjin Xu; Yiyan Qi; Xuhui Jiang; Jian Guo
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.432/
emnlp2025.csv
2,025
EMNLP
Rethinking DPO: The Role of Rejected Responses in Preference Misalignment
Jae Hyeon Cho; JunHyeok Oh; Myunsoo Kim; Byung-Jun Lee
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.433/
emnlp2025.csv
2,025
EMNLP
Enhancing Recommendation Explanations through User-Centric Refinement
Jingsen Zhang; Zihang Tian; Xueyang Feng; Xu Chen; Chong Chen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.434/
emnlp2025.csv
2,025
EMNLP
Distributional Surgery for Language Model Activations
Bao Nguyen; Binh Nguyen; Duy Nguyen; Viet Anh Nguyen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.435/
emnlp2025.csv
2,025
EMNLP
Improving Alignment in LVLMs with Debiased Self-Judgment
Sihan Yang; Chenhang Cui; Zihao Zhao; Yiyang Zhou; Weilong Yan; Ying Wei; Huaxiu Yao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.436/
emnlp2025.csv
2,025
EMNLP
Low-Confidence Gold: Refining Low-Confidence Samples for Efficient Instruction Tuning
Hongyi Cai; Jie Li; Mohammad Mahdinur Rahman; Wenzhen Dong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.437/
emnlp2025.csv
2,025
EMNLP
Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home?
Yujin Choi; Youngjoo Park; Junyoung Byun; Jaewook Lee; Jinseong Park
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.438/
emnlp2025.csv
2,025
EMNLP
Causal-LLM: A Unified One-Shot Framework for Prompt- and Data-Driven Causal Graph Discovery
Amartya Roy; N Devharish; Shreya Ganguly; Kripabandhu Ghosh
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.439/
emnlp2025.csv
2,025
EMNLP
LRPLAN: A Multi-Agent Collaboration of Large Language and Reasoning Models for Planning with Implicit & Explicit Constraints
T Karthikeyan; Om Dehlan; Mausam; Manish Gupta
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.440/
emnlp2025.csv
2,025
EMNLP
DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective
Dengyun Peng; Yuhang Zhou; Qiguang Chen; JinHao Liu; Jingjing Chen; Libo Qin; Wanxiang Che
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.441/
emnlp2025.csv
2,025
EMNLP
Towards Robust Few-Shot Relation Classification: Incorporating Relation Description with Agreement
Mengting Hu; Jianfeng Wu; Ming Jiang; Yalan Xie; Zhunheng Wang; Rui Ying; Xiaoyi Liu; Ruixuan Xu; Hang Gao; Renhong Cheng
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.442/
emnlp2025.csv
2,025
EMNLP
For a Fistful of Puns: Evaluating a Puns in Multiword Expressions Identification Algorithm Without Dedicated Dataset
Julien Bezançon; Gaël Lejeune
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.443/
emnlp2025.csv
2,025
EMNLP
Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding
Kyungryul Back; Seongbeom Park; Milim Kim; Mincheol Kwon; SangHyeok Lee; Hyunyoung Lee; Junhee Cho; Seunghyun Park; Jinkyu Kim
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.444/
emnlp2025.csv
2,025
EMNLP
Are the Reasoning Models Good at Automated Essay Scoring?
Lui Yoshida
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.445/
emnlp2025.csv
2,025
EMNLP
Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration
Donghee Han; Hwanjun Song; Mun Yong Yi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.446/
emnlp2025.csv
2,025
EMNLP
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation
Aviv Slobodkin; Hagai Taitelbaum; Yonatan Bitton; Brian Gordon; Michal Sokolik; Nitzan Bitton Guetta; Almog Gueta; Royi Rassin; Dani Lischinski; Idan Szpektor
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.447/
emnlp2025.csv
2,025
EMNLP
What data should I include in my POS tagging training set?
Zoey Liu; Masoud Jasbi; Christan Grant; Kenji Sagae; Emily Prud’hommeaux
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.448/
emnlp2025.csv
2,025
EMNLP
AttnComp: Attention-Guided Adaptive Context Compression for Retrieval-Augmented Generation
Lvzhou Luo; Yixuan Cao; Ping Luo
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.449/
emnlp2025.csv
2,025
EMNLP
SafeInt: Shielding Large Language Models from Jailbreak Attacks via Safety-Aware Representation Intervention
Jiaqi Wu; Chen Chen; Chunyan Hou; Xiaojie Yuan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.450/
emnlp2025.csv
2,025
EMNLP
Staged Knowledge Distillation Through Least-to-Most Prompting: Optimizing Teacher Guidance via Difficulty-Aware Training
Mengxiang Zhang; Lingyuan Liu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.451/
emnlp2025.csv
2,025
EMNLP
LLM Distillation for Efficient Few-Shot Multiple Choice Question Answering
Patrick Sutanto; Joan Santoso; Esther Irawati Setiawan; Aji Prasetya Wibawa
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.452/
emnlp2025.csv
2,025
EMNLP
Teaching LLMs to Plan, Not Just Solve: Plan Learning Boosts LLMs Generalization in Reasoning Tasks
Tianlong Wang; Junzhe Chen; Weibin Liao; Xueting Han; Jing Bai
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.453/
emnlp2025.csv
2,025
EMNLP
FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
Tao Fan; Weijing Chen; Yan Kang; Guoqiang Ma; Hanlin Gu; Yuanfeng Song; Lixin Fan; Qiang Yang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.454/
emnlp2025.csv
2,025
EMNLP
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
Yue Xin; Chen Shen; Shaotian Yan; Xiaosong Yuan; Yaoming Wang; Xiaofeng Zhang; Chenxi Huang; Jieping Ye
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.455/
emnlp2025.csv
2,025
EMNLP
Representing LLMs in Prompt Semantic Task Space
Idan Kashani; Avi Mendelson; Yaniv Nemcovsky
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.456/
emnlp2025.csv
2,025
EMNLP
PersLLM: A Personified Training Approach for Large Language Models
Zheni Zeng; Jiayi Chen; Huimin Chen; Yukun Yan; Yuxuan Chen; Zhenghao Liu; Zhiyuan Liu; Maosong Sun
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.457/
emnlp2025.csv
2,025
EMNLP
The Illusion of Randomness: How LLMs Fail to Emulate Stochastic Decision-Making in Rock-Paper-Scissors Games?
Zihao Guo; Hongtao Lv; Chaoli Zhang; Yibowen Zhao; Yixin Zhang; Lizhen Cui
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.458/
emnlp2025.csv
2,025
EMNLP
DAPE-BR: Distance-Aware Positional Encoding for Mitigating Object Hallucination in LVLMs
Mingrui Xie; Tianxiang Xu; Qianhai Tang; Shanming Yao; Xiaofeng Zhang; Junliang Du
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.459/
emnlp2025.csv
2,025
EMNLP
From Confidence to Collapse in LLM Factual Robustness
Alina Fastowski; Bardh Prenkaj; Gjergji Kasneci
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.460/
emnlp2025.csv
2,025
EMNLP
CtrlNews: LLM-based Multi-Agent Controllable News Writing via Knowledge Gravitational Field
Yifei Xu; Yingjie Zong; Wang Zhonghua; Sirui Wu; Yuan Rao; Dan Zhang; Shuiguang Deng
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.461/
emnlp2025.csv
2,025
EMNLP
Joint Enhancement of Relational Reasoning for Long-Context LLMs
Zhirui Chen; Wei Shen; Jiashui Huang; Ling Shao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.462/
emnlp2025.csv
2,025
EMNLP
Training Medical QA Models Based on Mixed Rewards from Multiple-Choice and Open-Ended Questions
Yue Qiu; Yujan Ting; Pei Dong; Terrence Chen; Weijing Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.463/
emnlp2025.csv
2,025
EMNLP
Rethink Rumor Detection in the Era of LLMs: A Review
Chang Yang; Peng Zhang; Jing Zhang; Hui Gao; Changhao Song
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.464/
emnlp2025.csv
2,025
EMNLP
ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts
Dongwon Noh; Donghyeok Koh; Junghun Yuk; Gyuwan Kim; Jae Yong Lee; KyungTae Lim; Cheoneum Park
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.465/
emnlp2025.csv
2,025
EMNLP
MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation
Jungyeon Lee; Lee Kangmin; Taeuk Kim
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.466/
emnlp2025.csv
2,025
EMNLP
Align Attention Heads Before Merging Them: An Effective Way for Converting MHA to GQA
Qingyun Jin; Xiaohui Song; Feng Zhou; Zengchang Qin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.467/
emnlp2025.csv
2,025
EMNLP
DRBO: Mitigating the Bottleneck Effect via Dynamic Reward Balancing in Multi-reward LLM Optimization
Nuo Chen; Yufei Gao; Yongnan Jin; Yan Hu; Anningzhe Gao; Lingyong Yan; Benyou Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.468/
emnlp2025.csv
2,025
EMNLP
Enhancing LLM Knowledge Learning through Generalization
Mingkang Zhu; Xi Chen; Zhongdao Wang; Bei Yu; Hengshuang Zhao; Jiaya Jia
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.469/
emnlp2025.csv
2,025
EMNLP
FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient Training R1-like Reasoning Models
Mingyang Song; Mao Zheng; Zheng Li; Wenjie Yang; Xuan Luo
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.470/
emnlp2025.csv
2,025
EMNLP
TR-MTEB: A Comprehensive Benchmark and Embedding Model Suite for Turkish Sentence Representations
Mehmet Selman Baysan; Tunga Gungor
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.471/
emnlp2025.csv
2,025
EMNLP
ImpRAG: Retrieval-Augmented Generation with Implicit Queries
Wenzheng Zhang; Xi Victoria Lin; Karl Stratos; Wen-tau Yih; Mingda Chen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.472/
emnlp2025.csv
2,025
EMNLP
HEAL: A Hypothesis-Based Preference-Aware Analysis Framework
Yifu Huo; Chenglong Wang; Qiren Zhu; Shunjie Xing; Tong Xiao; Chunliang Zhang; Tongran Liu; JingBo Zhu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.473/
emnlp2025.csv
2,025
EMNLP
A Survey of Multilingual Reasoning in Language Models
Akash Ghosh; Debayan Datta; Sriparna Saha; Chirag Agarwal
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.474/
emnlp2025.csv
2,025
EMNLP
CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs
Qi Xu; Qian Liu; Hao Fei; Hang Yu; Shuhao Guan; Xiao Wei
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.475/
emnlp2025.csv