year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
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2,025
EMNLP
Quantifying Logical Consistency in Transformers via Query-Key Alignment
Eduard Tulchinskii; Laida Kushnareva; Anastasia Voznyuk; Andrei Andriiainen; Irina Piontkovskaya; Evgeny Burnaev; Serguei Barannikov
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1785/
emnlp2025.csv
2,025
EMNLP
SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants?
Yao Dou; Michel Galley; Baolin Peng; Chris Kedzie; Weixin Cai; Alan Ritter; Chris Quirk; Wei Xu; Jianfeng Gao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1786/
emnlp2025.csv
2,025
EMNLP
CourtReasoner: Can LLM Agents Reason Like Judges?
Sophia Simeng Han; Yoshiki Takashima; Shannon Zejiang Shen; Chen Liu; Yixin Liu; Roque K. Thuo; Sonia Knowlton; Ruzica Piskac; Scott J Shapiro; Arman Cohan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1787/
emnlp2025.csv
2,025
EMNLP
Not Your Typical Government Tipline: LLM-Assisted Routing of Environmental Protection Agency Citizen Tips
Sharanya Majumder; Zehua Li; Derek Ouyang; Kit T Rodolfa; Elena Eneva; Julian Nyarko; Daniel E. Ho
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1788/
emnlp2025.csv
2,025
EMNLP
Retracing the Past: LLMs Emit Training Data When They Get Lost
Myeongseob Ko; Nikhil Reddy Billa; Adam Nguyen; Charles Fleming; Ming Jin; Ruoxi Jia
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1789/
emnlp2025.csv
2,025
EMNLP
Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations
Linyang He; Qiaolin Wang; Xilin Jiang; Nima Mesgarani
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1790/
emnlp2025.csv
2,025
EMNLP
Current Semantic-change Quantification Methods Struggle with Discovery in the Wild
Khonzoda Umarova; Lillian Lee; Laerdon Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1791/
emnlp2025.csv
2,025
EMNLP
Evaluating Large Language Models for Detecting Antisemitism
Jay Patel; Hrudayangam Mehta; Jeremy Blackburn
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1792/
emnlp2025.csv
2,025
EMNLP
D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering
Guangze Gao; Zixuan Li; Chunfeng Yuan; Jiawei Li; Wu Jianzhuo; Yuehao Zhang; Xiaolong Jin; Bing Li; Weiming Hu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1793/
emnlp2025.csv
2,025
EMNLP
Towards Robust Mathematical Reasoning
Thang Luong; Dawsen Hwang; Hoang H Nguyen; Golnaz Ghiasi; Yuri Chervonyi; Insuk Seo; Junsu Kim; Garrett Bingham; Jonathan Lee; Swaroop Mishra; Alex Zhai; Huiyi Hu; Henryk Michalewski; Jimin Kim; Jeonghyun Ahn; Junhwi Bae; Xingyou Song; Trieu Hoang Trinh; Quoc V Le; Junehyuk Jung
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1794/
emnlp2025.csv
2,025
EMNLP
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning
Junjie Xing; Yeye He; Mengyu Zhou; Haoyu Dong; Shi Han; Dongmei Zhang; Surajit Chaudhuri
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1795/
emnlp2025.csv
2,025
EMNLP
Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents
Ankan Mullick; Sombit Bose; Rounak Saha; Ayan Kumar Bhowmick; Aditya Vempaty; Prasenjit Dey; Ravi Kokku; Pawan Goyal; Niloy Ganguly
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1796/
emnlp2025.csv
2,025
EMNLP
Argument Summarization and its Evaluation in the Era of Large Language Models
Moritz Altemeyer; Steffen Eger; Johannes Daxenberger; Yanran Chen; Tim Altendorf; Philipp Cimiano; Benjamin Schiller
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1797/
emnlp2025.csv
2,025
EMNLP
Computational Analysis of Conversation Dynamics through Participant Responsivity
Margaret Hughes; Brandon Roy; Elinor Poole-Dayan; Deb Roy; Jad Kabbara
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1798/
emnlp2025.csv
2,025
EMNLP
AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models
Sangjun Lee; Seung-taek Woo; Jun-gyu Jin; Changhun Lee; Eunhyeok Park
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1799/
emnlp2025.csv
2,025
EMNLP
Beyond Averages: Learning with Annotator Disagreement in STS
Alejandro Benito-Santos; Adrian Ghajari
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1800/
emnlp2025.csv
2,025
EMNLP
Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks
Wenyang Hu; Gregory Kang Ruey Lau; Liu Diwen; Chen Jizhuo; See-Kiong Ng; Bryan Kian Hsiang Low
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1801/
emnlp2025.csv
2,025
EMNLP
Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics
Seyedeh Fatemeh Ebrahimi; Jaakko Peltonen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1802/
emnlp2025.csv
2,025
EMNLP
Which Word Orders Facilitate Length Generalization in LMs? An Investigation with GCG-Based Artificial Languages
Nadine El-Naggar; Tatsuki Kuribayashi; Ted Briscoe
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1803/
emnlp2025.csv
2,025
EMNLP
Training compute-optimal transformer encoder models
Megi Dervishi; Alexandre Allauzen; Gabriel Synnaeve; Yann LeCun
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1804/
emnlp2025.csv
2,025
EMNLP
Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews
Hyungyu Shin; Jingyu Tang; Yoonjoo Lee; Nayoung Kim; Hyunseung Lim; Ji Yong Cho; Hwajung Hong; Moontae Lee; Juho Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1805/
emnlp2025.csv
2,025
EMNLP
Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models
Zoe Wanying He; Sean Trott; Meenakshi Khosla
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1806/
emnlp2025.csv
2,025
EMNLP
Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models
Artem Vazhentsev; Ekaterina Fadeeva; Rui Xing; Gleb Kuzmin; Ivan Lazichny; Alexander Panchenko; Preslav Nakov; Timothy Baldwin; Maxim Panov; Artem Shelmanov
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1807/
emnlp2025.csv
2,025
EMNLP
Chinese Toxic Language Mitigation via Sentiment Polarity Consistent Rewrites
Xintong Wang; Yixiao Liu; Jingheng Pan; Liang Ding; Longyue Wang; Chris Biemann
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1808/
emnlp2025.csv
2,025
EMNLP
A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
Artem Shelmanov; Ekaterina Fadeeva; Akim Tsvigun; Ivan Tsvigun; Zhuohan Xie; Igor Kiselev; Nico Daheim; Caiqi Zhang; Artem Vazhentsev; Mrinmaya Sachan; Preslav Nakov; Timothy Baldwin
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1809/
emnlp2025.csv
2,025
EMNLP
Automating Alternative Generation in Decision-Making
Yevhen Kostiuk; Clara Seyfried; Chris Reed
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.1/
emnlp2025.csv
2,025
EMNLP
Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification
Takuma Udagawa; Yang Zhao; Hiroshi Kanayama; Bishwaranjan Bhattacharjee
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.2/
emnlp2025.csv
2,025
EMNLP
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions
Chenming Tang; Zhixiang Wang; Hao Sun; Yunfang Wu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.3/
emnlp2025.csv
2,025
EMNLP
Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation
Yuanchi Ma; Jiamou Liu; Hui He; Libo Zhang; Haoyuan Li; Zhendong Niu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.4/
emnlp2025.csv
2,025
EMNLP
Can Large Language Models Personalize Dialogues to Generational Styles?
Pier Felice Balestrucci; Ondrej Dusek; Luca Anselma; Alessandro Mazzei
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.5/
emnlp2025.csv
2,025
EMNLP
Toward Optimal LLM Alignments Using Two-Player Games
Rui Zheng; Hongyi Guo; Zhihan Liu; Xiaoying Zhang; Yuanshun Yao; Xiaojun Xu; Zhaoran Wang; Zhiheng Xi; Tao Gui; Qi Zhang; Xuanjing Huang; Yang Liu; Hang Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.6/
emnlp2025.csv
2,025
EMNLP
Structural Patent Classification Using Label Hierarchy Optimization
Mengting Gui; Shufeng Hao; Chongyang Shi; Qi Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.7/
emnlp2025.csv
2,025
EMNLP
Exploring Hyperbolic Hierarchical Structure for Multimodal Rumor Detection
Md Mahbubur Rahman; Shufeng Hao; Chongyang Shi; An Lao; Jinyan Liu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.8/
emnlp2025.csv
2,025
EMNLP
Multi-Surrogate-Objective Optimization for Neural Topic Models
Tue Le; Hoang Tran Vuong; Tung Nguyen; Linh Ngo Van; Dinh Viet Sang; Trung Le; Thien Huu Nguyen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.9/
emnlp2025.csv
2,025
EMNLP
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code
Seonghyeon Lee; HeeJae Chon; Joonwon Jang; Dongha Lee; Hwanjo Yu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.10/
emnlp2025.csv
2,025
EMNLP
ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning
Rui Lv; Qi Liu; Weibo Gao; Jiatong Li; Kai Zhang; Shiwei Tong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.11/
emnlp2025.csv
2,025
EMNLP
LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts
Junhao Chen; Jingbo Sun; Xiang Li; Haidong Xin; Yuhao Xue; Yibin Xu; Hao Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.12/
emnlp2025.csv
2,025
EMNLP
Versatile Framework for Song Generation with Prompt-based Control
Yu Zhang; Wenxiang Guo; Changhao Pan; Zhiyuan Zhu; Ruiqi Li; Jingyu Lu; Rongjie Huang; Ruiyuan Zhang; Zhiqing Hong; Ziyue Jiang; Zhou Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.13/
emnlp2025.csv
2,025
EMNLP
InsBank: Evolving Instruction Subset for Ongoing Alignment
Jiayi Shi; Yiwei Li; Shaoxiong Feng; Peiwen Yuan; Xinglin Wang; Yueqi Zhang; Chuyi Tan; Boyuan Pan; Huan Ren; Yao Hu; Kan Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.14/
emnlp2025.csv
2,025
EMNLP
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use
Junjie Ye; Yilong Wu; Sixian Li; Yuming Yang; Zhiheng Xi; Tao Gui; Qi Zhang; Xuanjing Huang; Peng Wang; Zhongchao Shi; Jianping Fan; Zhengyin Du
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.15/
emnlp2025.csv
2,025
EMNLP
DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs
Xinyi Wang; Yiping Song; Chang Liu; Tingjin Luo; Bo Liu; Zheng Xie; Minlie Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.16/
emnlp2025.csv
2,025
EMNLP
On Domain-Adaptive Post-Training for Multimodal Large Language Models
Daixuan Cheng; Shaohan Huang; Ziyu Zhu; Xintong Zhang; Wayne Xin Zhao; Zhongzhi Luan; Bo Dai; Zhenliang Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.17/
emnlp2025.csv
2,025
EMNLP
CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization
Jing Ye; Rui Wang; Yuchuan Wu; Victor Ma; Feiteng Fang; Fei Huang; Yongbin Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.18/
emnlp2025.csv
2,025
EMNLP
SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin
Hao Yi; Qingyang Li; Yulan Hu; Fuzheng Zhang; Di Zhang; Yong Liu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.19/
emnlp2025.csv
2,025
EMNLP
Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework
Zhangyue Yin; YuHong Sun; Xuanjing Huang; Xipeng Qiu; Hui Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.20/
emnlp2025.csv
2,025
EMNLP
sudoLLM: On Multi-role Alignment of Language Models
Soumadeep Saha; Akshay Chaturvedi; Joy Mahapatra; Utpal Garain
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.21/
emnlp2025.csv
2,025
EMNLP
DAC: Decomposed Automation Correction for Text-to-SQL
Dingzirui Wang; Longxu Dou; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.22/
emnlp2025.csv
2,025
EMNLP
VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction
Jie Yang; Jiajun Chen; Zhangyue Yin; Shuo Chen; Yuxin Wang; Yiran Guo; Yuan Li; Yining Zheng; Xuanjing Huang; Xipeng Qiu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.23/
emnlp2025.csv
2,025
EMNLP
End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation
Zhiyuan Fan; Longfei Yun; Ming Yan; Yumeng Wang; Dadi Guo; Brian Mak; James Kwok; Yi R. Fung
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.24/
emnlp2025.csv
2,025
EMNLP
Audio-Aware Large Language Models as Judges for Speaking Styles
Cheng-Han Chiang; Xiaofei Wang; Chung-Ching Lin; Kevin Lin; Linjie Li; Radu Kopetz; Yao Qian; Zhendong Wang; Zhengyuan Yang; Hung-yi Lee; Lijuan Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.25/
emnlp2025.csv
2,025
EMNLP
Evaluation of Text-to-Image Generation from a Creativity Perspective
Xinhao Wang; Xinyu Ma; ShengYong Ding; Derek F. Wong
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.26/
emnlp2025.csv
2,025
EMNLP
Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research
Xiang Liu; Penglei Sun; Shuyan Chen; Longhan Zhang; Peijie Dong; Huajie You; Yongqi Zhang; Chang Yan; Xiaowen Chu; Tong-yi Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.27/
emnlp2025.csv
2,025
EMNLP
ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval
Yi Pan; Yujia Zhang; Michael Kampffmeyer; Xiaoguang Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.28/
emnlp2025.csv
2,025
EMNLP
Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems
Qianli Wang; Tatiana Anikina; Nils Feldhus; Simon Ostermann; Fedor Splitt; Jiaao Li; Yoana Tsoneva; Sebastian Möller; Vera Schmitt
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.29/
emnlp2025.csv
2,025
EMNLP
Toolscaler: Scalable Generative Tool Calling via Structure-Aware Semantic Tokenization
Yunyue Su; Zhang Jinshuai; Bowen Fang; Wen Ye; Jinghao Zhang; Bowen Song; Weiqiang Wang; Qiang Liu; Liang Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.30/
emnlp2025.csv
2,025
EMNLP
LaMP-Val: Large Language Models Empower Personalized Valuation in Auction
Jie Sun; Tianyu Zhang; Houcheng Jiang; Kexin Huang; Xiang Shu; Zhibo Zhu; Lintao Ma; Xingyu Lu; Jun Zhou; Junkang Wu; Chi Luo; An Zhang; Jiancan Wu; Xiang Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.31/
emnlp2025.csv
2,025
EMNLP
Exploring Model Kinship for Merging Large Language Models
Yedi Hu; Yunzhi Yao; Ningyu Zhang; Huajun Chen; Shumin Deng
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.32/
emnlp2025.csv
2,025
EMNLP
MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering
Xuanliang Zhang; Dingzirui Wang; Keyan Xu; Qingfu Zhu; Wanxiang Che
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.33/
emnlp2025.csv
2,025
EMNLP
LoRA-MGPO: Mitigating Double Descent in Low-Rank Adaptation via Momentum-Guided Perturbation Optimization
Yupeng Chang; Chenlu Guo; Yi Chang; Yuan Wu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.34/
emnlp2025.csv
2,025
EMNLP
R-LoRA: Randomized Multi-Head LoRA for Efficient Multi-task Learning
Jinda Liu; Yi Chang; Yuan Wu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.35/
emnlp2025.csv
2,025
EMNLP
RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction
Jinbo Su; Lingzhe Gao; Wei Li; Shihao Liu; Haojie Lei; Xinyi Wang; Yuanzhao Guo; Ke Wang; Daiting Shi; Dawei Yin
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.36/
emnlp2025.csv
2,025
EMNLP
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models
Ercong Nie; Helmut Schmid; Hinrich Schuetze
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.37/
emnlp2025.csv
2,025
EMNLP
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models
Weiyi Wu; Xinwen Xu; Chongyang Gao; Xingjian Diao; Siting Li; Lucas A. Salas; Jiang Gui
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.38/
emnlp2025.csv
2,025
EMNLP
Improving LLM Reasoning through Interpretable Role-Playing Steering
Anyi Wang; Dong Shu; Yifan Wang; Yunpu Ma; Mengnan Du
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.39/
emnlp2025.csv
2,025
EMNLP
R2A-TLS: Reflective Retrieval-Augmented Timeline Summarization with Causal-Semantic Integration
Chenlong Bao; Shijie Li; Minghao Hu; Ming Qiao; Bin Zhang; Jin-Tao Tang; Shasha Li; Ting Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.40/
emnlp2025.csv
2,025
EMNLP
MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing
Minghao Liu; Zhitao He; Zhiyuan Fan; Qingyun Wang; Yi R. Fung
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.41/
emnlp2025.csv
2,025
EMNLP
FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models
Zahraa Al Sahili; Ioannis Patras; Matthew Purver
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.42/
emnlp2025.csv
2,025
EMNLP
Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety
Mufan Qiu; Zheyu Shen; Pingzhi Li; Ang Li; Tianlong Chen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.43/
emnlp2025.csv
2,025
EMNLP
Don’t Take the Premise for Granted: Evaluating the Premise Critique Ability of Large Language Models
Jinzhe Li; Gengxu Li; Yi Chang; Yuan Wu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.44/
emnlp2025.csv
2,025
EMNLP
Mitigating Geospatial Knowledge Hallucination in Large Language Models: Benchmarking and Dynamic Factuality Aligning
Shengyuan Wang; Jie Feng; Tianhui Liu; Dan Pei; Yong Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.45/
emnlp2025.csv
2,025
EMNLP
The Power of Framing: How News Headlines Guide Search Behavior
Amrit Poudel; Maria Milkowski; Tim Weninger
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.46/
emnlp2025.csv
2,025
EMNLP
DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models
Tsz Ting Chung; Lemao Liu; Mo Yu; Dit-Yan Yeung
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.47/
emnlp2025.csv
2,025
EMNLP
THCM-CAL: Temporal-Hierarchical Causal Modelling with Conformal Calibration for Clinical Risk Prediction
Xin Zhang; Qiyu Wei; Yingjie Zhu; Fanyi Wu; Sophia Ananiadou
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.48/
emnlp2025.csv
2,025
EMNLP
GenPilot: A Multi-Agent System for Test-Time Prompt Optimization in Image Generation
Wen Ye; Zhaocheng Liu; Gui Yuwei; Tingyu Yuan; Yunyue Su; Bowen Fang; Chaoyang Zhao; Qiang Liu; Liang Wang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.49/
emnlp2025.csv
2,025
EMNLP
Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
Haibo Wang; Zhiyang Xu; Yu Cheng; Shizhe Diao; Yufan Zhou; Yixin Cao; Qifan Wang; Weifeng Ge; Lifu Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.50/
emnlp2025.csv
2,025
EMNLP
DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms
Xiaojun Bi; Shuo Li; Junyao Xing; Ziyue Wang; Fuwen Luo; Weizheng Qiao; Lu Han; Ziwei Sun; Peng Li; Yang Liu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.51/
emnlp2025.csv
2,025
EMNLP
Optimizing Cross-Client Domain Coverage for Federated Instruction Tuning of Large Language Models
Zezhou Wang; Yaxin Du; Xingjun Ma; Yu-Gang Jiang; Zhuzhong Qian; Siheng Chen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.52/
emnlp2025.csv
2,025
EMNLP
Aligning Black-Box LLMs for Aspect Sentiment Quad Prediction
Shichen Li; Jiawei Zhang; Zhongqing Wang; Peifeng Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.53/
emnlp2025.csv
2,025
EMNLP
Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness
Yusheng Zhao; Xiao Luo; Junyu Luo; Weizhi Zhang; Zhiping Xiao; Wei Ju; Philip S. Yu; Ming Zhang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.54/
emnlp2025.csv
2,025
EMNLP
Two Steps from Hell: Compositionality on Chemical LMs
Veronika Ganeeva; Kuzma Khrabrov; Artur Kadurin; Elena Tutubalina
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.55/
emnlp2025.csv
2,025
EMNLP
GTA: Supervised-Guided Reinforcement Learning for Text Classification with Large Language Models
Min Zeng; Jingfei Sun; Xueyou Luo; Shiqi Zhang; Li Xie; Caiquan Liu; Xiaoxin Chen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.56/
emnlp2025.csv
2,025
EMNLP
Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning
Zhaohui Yang; Yuxiao Ye; Shilei Jiang; Shihong Deng; Chen Hu; Linjing Li; Daxin Jiang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.57/
emnlp2025.csv
2,025
EMNLP
LEAF: Large Language Diffusion Model for Time Series Forecasting
Yuhang Pei; Tao Ren; Yifan Wang; Zhipeng Sun; Wei Ju; Chong Chen; Xian-Sheng Hua; Xiao Luo
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.58/
emnlp2025.csv
2,025
EMNLP
SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning
Yuhao Zhang; Shaoming Duan; Jinhang Su; Chuanyi Liu; Peiyi Han
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.59/
emnlp2025.csv
2,025
EMNLP
Multilingual Verbalisation of Knowledge Graphs
Yifei Song; William Soto Martinez; Anna Nikiforovskaya; Evan Parker Kelly Chapple; Claire Gardent
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.60/
emnlp2025.csv
2,025
EMNLP
LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation
Leqi Zheng; Chaokun Wang; Canzhi Chen; Jiajun Zhang; Cheng Wu; Zixin Song; Shannan Yan; Ziyang Liu; Hongwei Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.61/
emnlp2025.csv
2,025
EMNLP
English as Defense Proxy: Mitigating Multilingual Jailbreak via Eliciting English Safety Knowledge
Zekai Zhang; Yiduo Guo; Jiuheng Lin; Shanghaoran Quan; Huishuai Zhang; Dongyan Zhao
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.62/
emnlp2025.csv
2,025
EMNLP
Dagger Behind Smile: Fool LLMs with a Happy Ending Story
Xurui Song; Zhixin Xie; Shuo Huai; Jiayi Kong; Jun Luo
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.63/
emnlp2025.csv
2,025
EMNLP
Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations
Shuo Li; Jiajun Sun; Guodong Zheng; Xiaoran Fan; Yujiong Shen; Yi Lu; Zhiheng Xi; Yuming Yang; Wenming Tan; Tao Ji; Tao Gui; Qi Zhang; Xuanjing Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.64/
emnlp2025.csv
2,025
EMNLP
Natural Context Drift Undermines the Natural Language Understanding of Large Language Models
Yulong Wu; Viktor Schlegel; Riza Batista-Navarro
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.65/
emnlp2025.csv
2,025
EMNLP
Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA
Patryk Marszałek; Klaudia Bałazy; Jacek Tabor; Tomasz Kuśmierczyk
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.66/
emnlp2025.csv
2,025
EMNLP
Chain-of-Thought Prompting Obscures Hallucination Cues in Large Language Models: An Empirical Evaluation
Jiahao Cheng; Tiancheng Su; Jia Yuan; Guoxiu He; Jiawei Liu; Xinqi Tao; Jingwen Xie; Huaxia Li
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.67/
emnlp2025.csv
2,025
EMNLP
Large Language Model Evaluation via Matrix Nuclear-Norm
Yahan Li; Tingyu Xia; Yuan Wu; Yi Chang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.68/
emnlp2025.csv
2,025
EMNLP
From Grounding to Manipulation: Case Studies of Foundation Model Integration in Embodied Robotic Systems
Xiuchao Sui; Daiying Tian; Qi Sun; Ruirui Chen; Dongkyu Choi; Kenneth Kwok; Soujanya Poria
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.69/
emnlp2025.csv
2,025
EMNLP
Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning
Fanfan Wang; Xiangqing Shen; Jianfei Yu; Rui Xia
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.70/
emnlp2025.csv
2,025
EMNLP
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion
Rana Shahroz; Dongwen Tang; Pingzhi Li; Kai Wang; Tianlong Chen
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.71/
emnlp2025.csv
2,025
EMNLP
NLoRA: Nyström-Initiated Low-Rank Adaptation for Large Language Models
Chenlu Guo; Yi Chang; Yuan Wu
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.72/
emnlp2025.csv
2,025
EMNLP
Bhaasha, Bhāṣā, Zaban: A Survey for Low-Resourced Languages in South Asia – Current Stage and Challenges
Sampoorna Poria; Xiaolei Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.73/
emnlp2025.csv
2,025
EMNLP
DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data
Yuhang Zhou; Jing Zhu; Shengyi Qian; Zhuokai Zhao; Xiyao Wang; Xiaoyu Liu; Ming Li; Paiheng Xu; Wei Ai; Furong Huang
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.74/
emnlp2025.csv
2,025
EMNLP
What Makes for Good Image Captions?
Delong Chen; Samuel Cahyawijaya; Etsuko Ishii; Ho Shu Chan; Yejin Bang; Pascale Fung
Findings of EMNLP 2025
https://aclanthology.org/2025.findings-emnlp.75/
emnlp2025.csv