year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
EMNLP
What’s Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in LLMs
Jinhao Pan; Chahat Raj; Ziyu Yao; Ziwei Zhu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.76/
emnlp2025.csv
2,025
EMNLP
Identifying Rare Languages in Common Crawl Data is a Needles-in-a-Haystack Problem
Rasul Dent; Pedro Ortiz Suarez; Thibault Clérice; Benoît Sagot
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.77/
emnlp2025.csv
2,025
EMNLP
Training Language Models to Critique With Multi-agent Feedback
Tian Lan; Wenwei Zhang; Chengqi Lyu; Shuaibin Li; Chen Xu; Heyan Huang; Dahua Lin; Xian-Ling Mao; Kai Chen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.78/
emnlp2025.csv
2,025
EMNLP
RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples
Soumya Suvra Ghosal; Vaibhav Singh; Akash Ghosh; Soumyabrata Pal; Subhadip Baidya; Sriparna Saha; Dinesh Manocha
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.79/
emnlp2025.csv
2,025
EMNLP
Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering
Jihao Zhao; Chunlai Zhou; Daixuan Li; Shuaishuai Zu; Biao Qin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.80/
emnlp2025.csv
2,025
EMNLP
SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps
Neha Srikanth; Victor Bursztyn; Puneet Mathur; Ani Nenkova
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.81/
emnlp2025.csv
2,025
EMNLP
One More Modality: Does Abstract Meaning Representation Benefit Visual Question Answering?
Abhidip Bhattacharyya; Emma Markle; Shira Wein
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.82/
emnlp2025.csv
2,025
EMNLP
DP-GTR: Differentially Private Prompt Protection via Group Text Rewriting
Mingchen Li; Heng Fan; Song Fu; Junhua Ding; Yunhe Feng
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.83/
emnlp2025.csv
2,025
EMNLP
Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning
Kepu Zhang; Guofu Xie; Weijie Yu; Mingyue Xu; Xu Tang; Yaxin Li; Jun Xu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.84/
emnlp2025.csv
2,025
EMNLP
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
Cheng Qian; Hongyi Du; Hongru Wang; Xiusi Chen; Yuji Zhang; Avirup Sil; ChengXiang Zhai; Kathleen McKeown; Heng Ji
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.85/
emnlp2025.csv
2,025
EMNLP
Beyond Coarse Labels: Fine-Grained Problem Augmentation and Multi-Dimensional Feedback for Emotional Support Conversation
Yuanchen Shi; Jiawang Hao; Fang Kong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.86/
emnlp2025.csv
2,025
EMNLP
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making
Jiaxiang Chen; Mingxi Zou; Zhuo Wang; Qifan Wang; Danny Dongning Sun; Zhang Chi; Zenglin Xu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.87/
emnlp2025.csv
2,025
EMNLP
EvolKV: Evolutionary KV Cache Compression for LLM Inference
Bohan Yu; Yekun Chai
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.88/
emnlp2025.csv
2,025
EMNLP
A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models
Dong Shu; Xuansheng Wu; Haiyan Zhao; Daking Rai; Ziyu Yao; Ninghao Liu; Mengnan Du
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.89/
emnlp2025.csv
2,025
EMNLP
Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability
Dong Shu; Haiyan Zhao; Jingyu Hu; Weiru Liu; Ali Payani; Lu Cheng; Mengnan Du
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.90/
emnlp2025.csv
2,025
EMNLP
Attention Consistency for LLMs Explanation
Tian Lan; Jinyuan Xu; Xue He; Jenq-Neng Hwang; Lei Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.91/
emnlp2025.csv
2,025
EMNLP
Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of LLMs
Yu Yan; Sheng Sun; Zhe Wang; Yijun Lin; Zenghao Duan; Zhifei Zheng; Min Liu; Zhiyi Yin; Jianping Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.92/
emnlp2025.csv
2,025
EMNLP
CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation
Zheng Weihua; Roy Ka-Wei Lee; Zhengyuan Liu; Wu Kui; AiTi Aw; Bowei Zou
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.93/
emnlp2025.csv
2,025
EMNLP
Evaluating Step-by-step Reasoning Traces: A Survey
Jinu Lee; Julia Hockenmaier
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.94/
emnlp2025.csv
2,025
EMNLP
Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning
Kepu Zhang; Haoyue Yang; Xu Tang; Weijie Yu; Jun Xu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.95/
emnlp2025.csv
2,025
EMNLP
Not Every Token Needs Forgetting: Selective Unlearning Balancing Forgetting and Utility in Large Language Models
Yixin Wan; Anil Ramakrishna; Kai-Wei Chang; Volkan Cevher; Rahul Gupta
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.96/
emnlp2025.csv
2,025
EMNLP
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management
Kai Yin; Xiangjue Dong; Chengkai Liu; Lipai Huang; Yiming Xiao; Zhewei Liu; Ali Mostafavi; James Caverlee
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.97/
emnlp2025.csv
2,025
EMNLP
Data or Language Supervision: What Makes CLIP Better than DINO?
Yiming Liu; Yuhui Zhang; Dhruba Ghosh; Ludwig Schmidt; Serena Yeung-Levy
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.98/
emnlp2025.csv
2,025
EMNLP
Do LLMs Understand Wine Descriptors Across Cultures? A Benchmark for Cultural Adaptations of Wine Reviews
Chenye Zou; Xingyue Wen; Tianyi Hu; Qian Janice Wang; Daniel Hershcovich
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.99/
emnlp2025.csv
2,025
EMNLP
DeFT-X: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer
Sona Elza Simon; Preethi Jyothi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.100/
emnlp2025.csv
2,025
EMNLP
Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding
Jianjian Liu; Ying Li; Zhengtao Yu; Shun Su; Shengxiang Gao; Yuxin Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.101/
emnlp2025.csv
2,025
EMNLP
Developing and Utilizing a Large-Scale Cantonese Dataset for Multi-Tasking in Large Language Models
Jiyue Jiang; Alfred Kar Yin Truong; Yanyu Chen; Qinghang Bao; Sheng Wang; Pengan Chen; Jiuming Wang; Lingpeng Kong; Yu Li; Chuan Wu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.102/
emnlp2025.csv
2,025
EMNLP
A Structured Framework for Evaluating and Enhancing Interpretive Capabilities of Multimodal LLMs in Culturally Situated Tasks
Haorui Yu; Ramon Ruiz-Dolz; Qiufeng Yi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.103/
emnlp2025.csv
2,025
EMNLP
Train a Unified Multimodal Data Quality Classifier with Synthetic Data
Weizhi Wang; Rongmei Lin; Shiyang Li; Colin Lockard; Ritesh Sarkhel; Sanket Lokegaonkar; Jingbo Shang; Xifeng Yan; Nasser Zalmout; Xian Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.104/
emnlp2025.csv
2,025
EMNLP
Self-Improvement in Multimodal Large Language Models: A Survey
Shijian Deng; Kai Wang; Tianyu Yang; Harsh Singh; Yapeng Tian
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.105/
emnlp2025.csv
2,025
EMNLP
Towards Achieving Concept Completeness for Textual Concept Bottleneck Models
Milan Bhan; Yann Choho; Jean-Noël Vittaut; Nicolas Chesneau; Pierre Moreau; Marie-Jeanne Lesot
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.106/
emnlp2025.csv
2,025
EMNLP
EmoBench-UA: A Benchmark Dataset for Emotion Detection in Ukrainian
Daryna Dementieva; Nikolay Babakov; Alexander Fraser
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.107/
emnlp2025.csv
2,025
EMNLP
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
Yunyi Zhang; Ruozhen Yang; Siqi Jiao; SeongKu Kang; Jiawei Han
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.108/
emnlp2025.csv
2,025
EMNLP
DLIR: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment
Zeqiang Wang; Jon Johnson; Suparna De
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.109/
emnlp2025.csv
2,025
EMNLP
Test-Time Steering for Lossless Text Compression via Weighted Product of Experts
Qihang Zhang; Muchen Li; Ziao Wang; Renjie Liao; Lele Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.110/
emnlp2025.csv
2,025
EMNLP
Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation
Philip Lippmann; Jie Yang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.111/
emnlp2025.csv
2,025
EMNLP
The Hallucination Tax of Reinforcement Finetuning
Linxin Song; Taiwei Shi; Jieyu Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.112/
emnlp2025.csv
2,025
EMNLP
Tracing Multilingual Factual Knowledge Acquisition in Pretraining
Yihong Liu; Mingyang Wang; Amir Hossein Kargaran; Felicia Körner; Ercong Nie; Barbara Plank; François Yvon; Hinrich Schuetze
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.113/
emnlp2025.csv
2,025
EMNLP
Exploring the Vulnerability of the Content Moderation Guardrail in Large Language Models via Intent Manipulation
Jun Zhuang; Haibo Jin; Ye Zhang; Zhengjian Kang; Wenbin Zhang; Gaby G. Dagher; Haohan Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.114/
emnlp2025.csv
2,025
EMNLP
Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples
Andrianos Michail; Simon Clematide; Rico Sennrich
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.115/
emnlp2025.csv
2,025
EMNLP
EmoGist: Efficient In-Context Learning for Visual Emotion Understanding
Ronald Seoh; Dan Goldwasser
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.116/
emnlp2025.csv
2,025
EMNLP
Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models
Haokun Chen; Sebastian Szyller; Weilin Xu; Nageen Himayat
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.117/
emnlp2025.csv
2,025
EMNLP
Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications
Yiming Zeng; Wanhao Yu; Zexin Li; Tao Ren; Yu Ma; Jinghan Cao; Xiyan Chen; Tingting Yu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.118/
emnlp2025.csv
2,025
EMNLP
LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience
Yaochen Zhu; Harald Steck; Dawen Liang; Yinhan He; Nathan Kallus; Jundong Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.119/
emnlp2025.csv
2,025
EMNLP
Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference
Hao Mark Chen; Wayne Luk; Yiu Ka Fai Cedric; Rui Li; Konstantin Mishchenko; Stylianos Venieris; Hongxiang Fan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.120/
emnlp2025.csv
2,025
EMNLP
Measuring Sycophancy of Language Models in Multi-turn Dialogues
Jiseung Hong; Grace Byun; Seungone Kim; Kai Shu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.121/
emnlp2025.csv
2,025
EMNLP
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions
Weiqi Wang; Tianqing Fang; Haochen Shi; Baixuan Xu; Wenxuan Ding; Liyu Zhang; Wei Fan; Jiaxin Bai; Haoran Li; Xin Liu; Yangqiu Song
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.122/
emnlp2025.csv
2,025
EMNLP
Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent
Junda Wu; Yuxin Xiong; Xintong Li; Yu Xia; Ruoyu Wang; Yu Wang; Tong Yu; Sungchul Kim; Ryan A. Rossi; Lina Yao; Jingbo Shang; Julian McAuley
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.123/
emnlp2025.csv
2,025
EMNLP
PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology
Yating Huang; Ziyan Huang; Lintao Xiang; Qijun Yang; Hujun Yin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.124/
emnlp2025.csv
2,025
EMNLP
“What’s Up, Doc?”: Analyzing How Users Seek Health Information in Large-Scale Conversational AI Datasets
Akshay Paruchuri; Maryam Aziz; Rohit Vartak; Ayman Ali; Best Uchehara; Xin Liu; Ishan Chatterjee; Monica Agrawal
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.125/
emnlp2025.csv
2,025
EMNLP
Dynamic Evaluation for Oversensitivity in LLMs
Sophia Xiao Pu; Sitao Cheng; Xin Eric Wang; William Yang Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.126/
emnlp2025.csv
2,025
EMNLP
Self-Correcting Code Generation Using Small Language Models
Jeonghun Cho; Deokhyung Kang; Hyounghun Kim; Gary Lee
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.127/
emnlp2025.csv
2,025
EMNLP
A Unified Framework for N-ary Property Information Extraction in Materials Science
Van-Thuy Phi; Yuji Matsumoto
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.128/
emnlp2025.csv
2,025
EMNLP
A Benchmark for Translations Across Styles and Language Variants
Xin Tan; Bowei Zou; AiTi Aw
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.129/
emnlp2025.csv
2,025
EMNLP
ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework
Lisheng Huang; Yichen Liu; Jinhao Jiang; Rongxiang Zhang; Jiahao Yan; Junyi Li; Wayne Xin Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.130/
emnlp2025.csv
2,025
EMNLP
Proactive User Information Acquisition via Chats on User-Favored Topics
Shiki Sato; Jun Baba; Asahi Hentona; Shinji Iwata; Akifumi Yoshimoto; Koichiro Yoshino
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.131/
emnlp2025.csv
2,025
EMNLP
Evaluating Text Generation Quality Using Spectral Distances of Surprisal
Zhichen Liu; Yongyuan Li; Yang Xu; Yu Wang; Yingfang Yuan; Zuhao Yang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.132/
emnlp2025.csv
2,025
EMNLP
NLP-ADBench: NLP Anomaly Detection Benchmark
Yuangang Li; Jiaqi Li; Zhuo Xiao; Tiankai Yang; Yi Nian; Xiyang Hu; Yue Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.133/
emnlp2025.csv
2,025
EMNLP
Toward Inclusive Language Models: Sparsity-Driven Calibration for Systematic and Interpretable Mitigation of Social Biases in LLMs
Prommy Sultana Hossain; Chahat Raj; Ziwei Zhu; Jessica Lin; Emanuela Marasco
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.134/
emnlp2025.csv
2,025
EMNLP
Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers
Xanh Ho; Sunisth Kumar; Yun-Ang Wu; Florian Boudin; Atsuhiro Takasu; Akiko Aizawa
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.135/
emnlp2025.csv
2,025
EMNLP
DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization
Chengyu Huang; Tanya Goyal
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.136/
emnlp2025.csv
2,025
EMNLP
Advancing Reasoning with Off-the-Shelf LLMs: A Semantic Structure Perspective
Pengfei He; Zitao Li; Yue Xing; Yaliang Li; Jiliang Tang; Bolin Ding
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.137/
emnlp2025.csv
2,025
EMNLP
LLM-based Open Domain Planning by Leveraging Entity-Attribute-Level Domain Models
Dongning Rao; Songlin He; Zhihua Jiang; Ruishi Liang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.138/
emnlp2025.csv
2,025
EMNLP
DICP: Deep In-Context Prompt for Event Causality Identification
Lin Mu; Jun Shen; Li Ni; Lei Sang; Zhize Wu; Peiquan Jin; Yiwen Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.139/
emnlp2025.csv
2,025
EMNLP
Seeing is Believing: Emotion-Aware Audio-Visual Language Modeling for Expressive Speech Generation
Weiting Tan; Jiachen Lian; Hirofumi Inaguma; Paden Tomasello; Philipp Koehn; Xutai Ma
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.140/
emnlp2025.csv
2,025
EMNLP
GRV-KBQA: A Three-Stage Framework for Knowledge Base Question Answering with Decoupled Logical Structure, Semantic Grounding and Structure-Aware Validation
Yuhang Tian; Pan Yang; Dandan Song; Zhijing Wu; Hao Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.141/
emnlp2025.csv
2,025
EMNLP
Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective
Jiong Wang; Shengquan Yu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.142/
emnlp2025.csv
2,025
EMNLP
When Format Changes Meaning: Investigating Semantic Inconsistency of Large Language Models
Cheongwoong Kang; Jongeun Baek; Yeonjea Kim; Jaesik Choi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.143/
emnlp2025.csv
2,025
EMNLP
ASTPrompter: Preference-Aligned Automated Language Model Red-Teaming to Generate Low-Perplexity Unsafe Prompts
Amelia Hardy; Houjun Liu; Allie Griffith; Bernard Lange; Duncan Eddy; Mykel Kochenderfer
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.144/
emnlp2025.csv
2,025
EMNLP
How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective
Xiao Luo; Changhu Wang; Yizhou Sun; Wei Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.145/
emnlp2025.csv
2,025
EMNLP
Rethinking Data Selection at Scale: Random Selection is Almost All You Need
Tingyu Xia; Bowen Yu; Kai Dang; An Yang; Yuan Wu; Yuan Tian; Yi Chang; Junyang Lin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.146/
emnlp2025.csv
2,025
EMNLP
PromptKeeper: Safeguarding System Prompts for LLMs
Zhifeng Jiang; Zhihua Jin; Guoliang He
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.147/
emnlp2025.csv
2,025
EMNLP
Automating eHMI Action Design with LLMs for Automated Vehicle Communication
Ding Xia; Xinyue Gui; Fan Gao; Dongyuan Li; Mark Colley; Takeo Igarashi
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.148/
emnlp2025.csv
2,025
EMNLP
A Dynamic Fusion Model for Consistent Crisis Response
Xiaoying Song; Anirban Saha Anik; Eduardo Blanco; Vanessa Frias-Martinez; Lingzi Hong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.149/
emnlp2025.csv
2,025
EMNLP
UIOrchestra: Generating High-Fidelity Code from UI Designs with a Multi-agent System
Chuhuai Yue; Jiajun Chai; Yufei Zhang; Zixiang Ding; Xihao Liang; Peixin Wang; Shihai Chen; Wang Yixuan; Wangyanping; Guojun Yin; Wei Lin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.150/
emnlp2025.csv
2,025
EMNLP
CrossQG: Improving Difficulty-Controllable Question Generation through Consistency Enhancement
Kunze Li; Yu Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.151/
emnlp2025.csv
2,025
EMNLP
Progressive Facial Granularity Aggregation with Bilateral Attribute-based Enhancement for Face-to-Speech Synthesis
Yejin Jeon; Youngjae Kim; Jihyun Lee; Hyounghun Kim; Gary Lee
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.152/
emnlp2025.csv
2,025
EMNLP
Speaking at the Right Level: Literacy-Controlled Counterspeech Generation with RAG-RL
Xiaoying Song; Anirban Saha Anik; Dibakar Barua; Pengcheng Luo; Junhua Ding; Lingzi Hong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.153/
emnlp2025.csv
2,025
EMNLP
FNSCC: Fuzzy Neighborhood-Aware Self-Supervised Contrastive Clustering for Short Text
Zijian Zheng; Yonghe Lu; Jian Yin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.154/
emnlp2025.csv
2,025
EMNLP
AuraDial: A Large-Scale Human-Centric Dialogue Dataset for Chinese AI Psychological Counseling
Xiantao Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.155/
emnlp2025.csv
2,025
EMNLP
TS-SQL: Test-driven Self-refinement for Text-to-SQL
Wenbo Xu; Haifeng Zhu; Liang Yan; Chuanyi Liu; Peiyi Han; Shaoming Duan; Jeff Z. Pan
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.156/
emnlp2025.csv
2,025
EMNLP
DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent
Pengyu Zhu; Zhenhong Zhou; Yuanhe Zhang; Shilinlu Yan; Kun Wang; Sen Su
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.157/
emnlp2025.csv
2,025
EMNLP
MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation
Xinping Lei; Tong Zhou; Yubo Chen; Kang Liu; Jun Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.158/
emnlp2025.csv
2,025
EMNLP
ExpertGenQA: Open-ended QA generation in Specialized Domains
Haz Sameen Shahgir; Chansong Lim; Jia Chen; Evangelos E. Papalexakis; Yue Dong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.159/
emnlp2025.csv
2,025
EMNLP
VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation
Yuansheng Ni; Ping Nie; Kai Zou; Xiang Yue; Wenhu Chen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.160/
emnlp2025.csv
2,025
EMNLP
Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment
Jiahuan Pei; Fanghua Ye; Xin Sun; Wentao Deng; Koen Hindriks; Junxiao Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.161/
emnlp2025.csv
2,025
EMNLP
Visual Program Distillation with Template-Based Augmentation
Michal Shlapentokh-Rothman; Yu-Xiong Wang; Derek Hoiem
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.162/
emnlp2025.csv
2,025
EMNLP
NeighXLM: Enhancing Cross-Lingual Transfer in Low-Resource Languages via Neighbor-Augmented Contrastive Pretraining
Sicheng Wang; Wenyi Wu; Zibo Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.163/
emnlp2025.csv
2,025
EMNLP
ICLER: Intent CLassification with Enhanced Reasoning
Dezheng Gao; Dong Xiaozheng; SHuangtao Yang; Bo Fu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.164/
emnlp2025.csv
2,025
EMNLP
PreGenie: An Agentic Framework for High-quality Visual Presentation Generation
Xiaojie Xu; Xinli Xu; Sirui Chen; Haoyu Chen; Fan Zhang; Ying-Cong Chen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.165/
emnlp2025.csv
2,025
EMNLP
RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation
Tianjiao Li; Mengran Yu; Chenyu Shi; Yanjun Zhao; Xiaojing Liu; Qi Zhang; Xuanjing Huang; Qiang Zhang; Jiayin Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.166/
emnlp2025.csv
2,025
EMNLP
MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering
Siyue Zhang; Yuxiang Xue; Yiming Zhang; Xiaobao Wu; Anh Tuan Luu; Chen Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.167/
emnlp2025.csv
2,025
EMNLP
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
Feiyang Li; Peng Fang; Zhan Shi; Arijit Khan; Fang Wang; Weihao Wang; Zhangxin-hw; Cui Yongjian
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.168/
emnlp2025.csv
2,025
EMNLP
TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data
Changjiang Jiang; Fengchang Yu; Haihua Chen; Wei Lu; Jin Zeng
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.169/
emnlp2025.csv
2,025
EMNLP
Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision
Dawei Zhu; Xiyu Wei; Guangxiang Zhao; Wenhao Wu; Haosheng Zou; Junfeng Ran; XWang; Lin Sun; Xiangzheng Zhang; Sujian Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.170/
emnlp2025.csv
2,025
EMNLP
Multimodal Document-level Triple Extraction via Dynamic Graph Enhancement and Relation-Aware Reflection
Xiang Li; Runhai Jiao; Zhou Changyu; Shoupeng Qiao; Ruojiao Qiao; Ruifan Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.171/
emnlp2025.csv
2,025
EMNLP
Distill Visual Chart Reasoning Ability from LLMs to MLLMs
Wei He; Zhiheng Xi; Wanxu Zhao; Xiaoran Fan; Yiwen Ding; Zifei Shan; Tao Gui; Qi Zhang; Xuanjing Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.172/
emnlp2025.csv
2,025
EMNLP
FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture
Minghao Hu; Junzhe Wang; Weisen Zhao; Qiang Zeng; Lannan Luo
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.173/
emnlp2025.csv
2,025
EMNLP
AdaTP: Attention-Debiased Token Pruning for Video Large Language Models
Fengyuan Sun; Leqi Shen; Hui Chen; Sicheng Zhao; Jungong Han; Guiguang Ding
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.174/
emnlp2025.csv
2,025
EMNLP
AdaptFlow: Adaptive Workflow Optimization via Meta-Learning
Runchuan Zhu; Bowen Jiang; Lingrui Mei; Fangkai Yang; Lu Wang; Haoxiang Gao; Fengshuo Bai; Pu Zhao; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.175/
emnlp2025.csv