year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
EMNLP
A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users
Nishant Balepur; Matthew Shu; Yoo Yeon Sung; Seraphina Goldfarb-Tarrant; Shi Feng; Fumeng Yang; Rachel Rudinger; Jordan Lee Boyd-Graber
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.585/
emnlp2025.csv
2,025
EMNLP
Words Like Knives: Backstory-Personalized Modeling and Detection of Violent Communication
Jocelyn J Shen; Akhila Yerukola; Xuhui Zhou; Cynthia Breazeal; Maarten Sap; Hae Won Park
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.586/
emnlp2025.csv
2,025
EMNLP
Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation
Song Wang; Zihan Chen; Peng Wang; Zhepei Wei; Zhen Tan; Yu Meng; Cong Shen; Jundong Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.587/
emnlp2025.csv
2,025
EMNLP
Cognitive Linguistic Identity Fusion Score (CLIFS): A Scalable Cognition‐Informed Approach to Quantifying Identity Fusion from Text
Devin R. Wright; Jisun An; Yong-Yeol Ahn
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.588/
emnlp2025.csv
2,025
EMNLP
SilVar: Speech-Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization
Tan-Hanh Pham; Le Hoang Nam; Phu-Vinh Nguyen; Chris Ngo; Truong-Son Hy
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.589/
emnlp2025.csv
2,025
EMNLP
CEMTM: Contextual Embedding-based Multimodal Topic Modeling
Amirhossein Abaskohi; Raymond Li; Chuyuan Li; Shafiq Joty; Giuseppe Carenini
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.590/
emnlp2025.csv
2,025
EMNLP
RedHerring Attack: Testing the Reliability of Attack Detection
Jonathan Rusert
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.591/
emnlp2025.csv
2,025
EMNLP
Modeling Bottom-up Information Quality during Language Processing
Cui Ding; Yanning Yin; Lena Ann Jäger; Ethan Wilcox
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.592/
emnlp2025.csv
2,025
EMNLP
Data Drives Unstable Hierarchical Generalization in LMs
Tian Qin; Naomi Saphra; David Alvarez-Melis
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.593/
emnlp2025.csv
2,025
EMNLP
EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety
Jiahao Qiu; Yinghui He; Xinzhe Juan; Yimin Wang; Yuhan Liu; Zixin Yao; Yue Wu; Xun Jiang; Ling Yang; Mengdi Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.594/
emnlp2025.csv
2,025
EMNLP
Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs
Ayush Gupta; Ramneet Kaur; Anirban Roy; Adam D. Cobb; Rama Chellappa; Susmit Jha
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.595/
emnlp2025.csv
2,025
EMNLP
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation
François Ledoyen; Gaël Dias; Jeremie Pantin; Alexis Lechervy; Fabrice Maurel; Youssef Chahir
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.596/
emnlp2025.csv
2,025
EMNLP
D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition
Yiyang Huang; Yizhou Wang; Yun Fu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.597/
emnlp2025.csv
2,025
EMNLP
ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment
Ruochen Li; Jun Li; Bailiang Jian; Kun Yuan; Youxiang Zhu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.598/
emnlp2025.csv
2,025
EMNLP
MultiMed-ST: Large-scale Many-to-many Multilingual Medical Speech Translation
Khai Le-Duc; Tuyen Tran; Bach Phan Tat; Nguyen Kim Hai Bui; Quan Dang Anh; Hung-Phong Tran; Thanh Thuy Nguyen; Ly Nguyen; Tuan Minh Phan; Thi Thu Phuong Tran; Chris Ngo; Khanh Xuan Nguyen; Thanh Nguyen-Tang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.599/
emnlp2025.csv
2,025
EMNLP
Beyond Checkmate: Exploring the Creative Choke Points for AI Generated Texts
Nafis Irtiza Tripto; Saranya Venkatraman; Mahjabin Nahar; Dongwon Lee
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.600/
emnlp2025.csv
2,025
EMNLP
MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers
Jushaan Singh Kalra; Xinran Zhao; To Eun Kim; Fengyu Cai; Fernando Diaz; Tongshuang Wu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.601/
emnlp2025.csv
2,025
EMNLP
Learning Contextual Retrieval for Robust Conversational Search
Seunghan Yang; Juntae Lee; Jihwan Bang; Kyuhong Shim; Minsoo Kim; Simyung Chang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.602/
emnlp2025.csv
2,025
EMNLP
LIDDIA: Language-based Intelligent Drug Discovery Agent
Reza Averly; Frazier N. Baker; Ian A Watson; Xia Ning
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.603/
emnlp2025.csv
2,025
EMNLP
Agentic-R1: Distilled Dual-Strategy Reasoning
Weihua Du; Pranjal Aggarwal; Sean Welleck; Yiming Yang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.604/
emnlp2025.csv
2,025
EMNLP
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
Yichi Zhang; Xin Luna Dong; Zhaojiang Lin; Andrea Madotto; Anuj Kumar; Babak Damavandi; Joyce Chai; Seungwhan Moon
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.605/
emnlp2025.csv
2,025
EMNLP
Should I Share this Translation? Evaluating Quality Feedback for User Reliance on Machine Translation
Dayeon Ki; Kevin Duh; Marine Carpuat
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.606/
emnlp2025.csv
2,025
EMNLP
ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement
Ali Salamatian; Amirhossein Abaskohi; Wan-Cyuan Fan; Mir Rayat Imtiaz Hossain; Leonid Sigal; Giuseppe Carenini
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.607/
emnlp2025.csv
2,025
EMNLP
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval
Yanzhen Shen; Sihao Chen; Xueqiang Xu; Yunyi Zhang; Chaitanya Malaviya; Dan Roth
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.608/
emnlp2025.csv
2,025
EMNLP
ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guided Prompt
Fanhu Zeng; Fei Zhu; Haiyang Guo; Xu-Yao Zhang; Cheng-Lin Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.609/
emnlp2025.csv
2,025
EMNLP
Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster
Xiaoshu Chen; Sihang Zhou; Ke Liang; Xiaoyu Sun; Xinwang Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.610/
emnlp2025.csv
2,025
EMNLP
Can an Individual Manipulate the Collective Decisions of Multi-Agents?
Fengyuan Liu; Rui Zhao; Shuo Chen; Guohao Li; Philip Torr; Lei Han; Jindong Gu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.611/
emnlp2025.csv
2,025
EMNLP
Toxicity Red-Teaming: Benchmarking LLM Safety in Singapore’s Low-Resource Languages
Yujia Hu; Ming Shan Hee; Preslav Nakov; Roy Ka-Wei Lee
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.612/
emnlp2025.csv
2,025
EMNLP
Improving Clustering with Positive Pairs Generated from LLM-Driven Labels
Xiaotong Zhang; Ying Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.613/
emnlp2025.csv
2,025
EMNLP
Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models
Lijia Lv; Yuanshu Zhao; Guan Wang; Xuehai Tang; Wen Jie; Jizhong Han; Songlin Hu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.614/
emnlp2025.csv
2,025
EMNLP
Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning
Jingyang Lin; Andy Wong; Tian Xia; Shenghua He; Hui Wei; Mei Han; Jiebo Luo
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.615/
emnlp2025.csv
2,025
EMNLP
Dynamic Energy-Based Contrastive Learning with Multi-Stage Knowledge Verification for Event Causality Identification
Ya Su; Hu Zhang; Yue Fan; Guangjun Zhang; YuJie Wang; Ru Li; Hongye Tan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.616/
emnlp2025.csv
2,025
EMNLP
ICG: Improving Cover Image Generation via MLLM-based Prompting and Personalized Preference Alignment
Zhipeng Bian; Jieming Zhu; Qijiong Liu; Wang Lin; Guohao Cai; Zhaocheng Du; Jiacheng Sun; Zhou Zhao; Zhenhua Dong
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.617/
emnlp2025.csv
2,025
EMNLP
From Long to Lean: Performance-aware and Adaptive Chain-of-Thought Compression via Multi-round Refinement
JianZhi Yan; Le Liu; Youcheng Pan; Shiwei Chen; Zike Yuan; Yang Xiang; Buzhou Tang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.618/
emnlp2025.csv
2,025
EMNLP
A Symbolic Adversarial Learning Framework for Evolving Fake News Generation and Detection
Chong Tian; Qirong Ho; Xiuying Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.619/
emnlp2025.csv
2,025
EMNLP
RareSyn: Health Record Synthesis for Rare Disease Diagnosis
Huimin Wang; Yutian Zhao; Yefeng Zheng; Xian Wu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.620/
emnlp2025.csv
2,025
EMNLP
Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework
Jie Chen; Jinhao Jiang; Yingqian Min; Zican Dong; Shijie Wang; Wayne Xin Zhao; Ji-Rong Wen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.621/
emnlp2025.csv
2,025
EMNLP
CMHG: A Dataset and Benchmark for Headline Generation of Minority Languages in China
Guixian Xu; Zeli Su; Ziyin Zhang; Jianing Liu; Xu Han; Ting Zhang; Yushuang Dong
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.622/
emnlp2025.csv
2,025
EMNLP
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems
Xu Shen; Yixin Liu; Yiwei Dai; Yili Wang; Rui Miao; Yue Tan; Shirui Pan; Xin Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.623/
emnlp2025.csv
2,025
EMNLP
Boosting Data Utilization for Multilingual Dense Retrieval
Chao Huang; Fengran Mo; Yufeng Chen; Changhao Guan; Zhenrui Yue; Xinyu Wang; Jinan Xu; Kaiyu Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.624/
emnlp2025.csv
2,025
EMNLP
Self-Augmented Preference Alignment for Sycophancy Reduction in LLMs
Chien Hung Chen; Hen-Hsen Huang; Hsin-Hsi Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.625/
emnlp2025.csv
2,025
EMNLP
TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning
Hang Ni; Fan Liu; Xinyu Ma; Lixin Su; Shuaiqiang Wang; Dawei Yin; Hui Xiong; Hao Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.626/
emnlp2025.csv
2,025
EMNLP
Recontextualizing Revitalization: A Mixed Media Approach to Reviving the Nüshu Language
Ivory Yang; Xiaobo Guo; Yuxin Wang; Hefan Zhang; Yaning Jia; William Dinauer; Soroush Vosoughi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.627/
emnlp2025.csv
2,025
EMNLP
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
Chuxue Cao; Mengze Li; Juntao Dai; Jinluan Yang; Zijian Zhao; Shengyu Zhang; Weijie Shi; Chengzhong Liu; Sirui Han; Yike Guo
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.628/
emnlp2025.csv
2,025
EMNLP
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition
Tianduo Wang; Lu Xu; Wei Lu; Shanbo Cheng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.629/
emnlp2025.csv
2,025
EMNLP
CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space
Yong Zhao; Kai Xu; Zhengqiu Zhu; Yue Hu; Zhiheng Zheng; Yingfeng Chen; Yatai Ji; Chen Gao; Yong Li; Jincai Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.630/
emnlp2025.csv
2,025
EMNLP
Mitigating Hallucinations in Vision-Language Models through Image-Guided Head Suppression
Sreetama Sarkar; Yue Che; Alex Gavin; Peter Anthony Beerel; Souvik Kundu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.631/
emnlp2025.csv
2,025
EMNLP
Examining False Positives under Inference Scaling for Mathematical Reasoning
Yu Wang; Nan Yang; Liang Wang; Furu Wei; Fuli Feng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.632/
emnlp2025.csv
2,025
EMNLP
Translationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese
Yikang Liu; Wanyang Zhang; Yiming Wang; Jialong Tang; Pei Zhang; Baosong Yang; Fei Huang; Rui Wang; Hai Hu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.633/
emnlp2025.csv
2,025
EMNLP
Exploring the Limitations of Mamba in COPY and CoT Reasoning
Ruifeng Ren; Zhicong Li; Yong Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.634/
emnlp2025.csv
2,025
EMNLP
ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments
Dong Wang; Xinghang Li; Zhengshen Zhang; Jirong Liu; Xiao Ma; Hanbo Zhang; Tao Kong; Huaping Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.635/
emnlp2025.csv
2,025
EMNLP
R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation
Kaijie Chen; Zihao Lin; Zhiyang Xu; Ying Shen; Yuguang Yao; Joy Rimchala; Jiaxin Zhang; Lifu Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.636/
emnlp2025.csv
2,025
EMNLP
Can GRPO Boost Complex Multimodal Table Understanding?
Xiaoqiang Kang; Shengen Wu; Zimu Wang; Yilin Liu; Xiaobo Jin; Kaizhu Huang; Wei Wang; Yutao Yue; Xiaowei Huang; Qiufeng Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.637/
emnlp2025.csv
2,025
EMNLP
MoMoE: Mixture of Moderation Experts Framework for AI-Assisted Online Governance
Agam Goyal; Xianyang Zhan; Yilun Chen; Koustuv Saha; Eshwar Chandrasekharan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.638/
emnlp2025.csv
2,025
EMNLP
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment
Jingcheng Deng; Zhongtao Jiang; Liang Pang; Zihao Wei; Liwei Chen; Kun Xu; Yang Song; Huawei Shen; Xueqi Cheng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.639/
emnlp2025.csv
2,025
EMNLP
Evaluating LLM-Generated Diagrams as Graphs
Chumeng Liang; Jiaxuan You
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.640/
emnlp2025.csv
2,025
EMNLP
Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders
Agam Goyal; Vedant Rathi; William Yeh; Yian Wang; Yuen Chen; Hari Sundaram
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.641/
emnlp2025.csv
2,025
EMNLP
VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning
Shi-Yu Tian; Zhi Zhou; Kun-Yang Yu; Ming Yang; Lin-Han Jia; Lan-Zhe Guo; Yu-Feng Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.642/
emnlp2025.csv
2,025
EMNLP
How do autoregressive transformers solve full addition?
Wang Peixu; Chen Yu; Yu Ming; Cheng Xiang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.643/
emnlp2025.csv
2,025
EMNLP
MAIN: Mutual Alignment Is Necessary for instruction tuning
Fanyi Yang; Jianfeng Liu; Xin Zhang; Haoyu Liu; Xixin Cao; Yuefeng Zhan; Hao Sun; Weiwei Deng; Feng Sun; Qi Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.644/
emnlp2025.csv
2,025
EMNLP
Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation
Dingwei Chen; Ziqiang Liu; Feiteng Fang; Chak Tou Leong; Shiwen Ni; Ahmadreza Argha; Hamid Alinejad-Rokny; Min Yang; Chengming Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.645/
emnlp2025.csv
2,025
EMNLP
DeepWell-Adol: A Scalable Expert-Based Dialogue Corpus for Adolescent Positive Mental Health and Wellbeing Promotion
Wenyu Qiu; Yuxiong Wang; Jiajun Tan; Hanchao Hou; Qinda Liu; Wei Yao; Shiguang Ni
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.646/
emnlp2025.csv
2,025
EMNLP
Data to Defense: The Role of Curation in Aligning Large Language Models Against Safety Compromise
Xiaoqun Liu; Jiacheng Liang; Luoxi Tang; Muchao Ye; Weicheng Ma; Zhaohan Xi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.647/
emnlp2025.csv
2,025
EMNLP
Speculative Safety-Aware Decoding
Xuekang Wang; Shengyu Zhu; Xueqi Cheng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.648/
emnlp2025.csv
2,025
EMNLP
PanicToCalm: A Proactive Counseling Agent for Panic Attacks
Jihyun Lee; Yejin Min; San Kim; Yejin Jeon; Sung Jun Yang; Hyounghun Kim; Gary Lee
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.649/
emnlp2025.csv
2,025
EMNLP
CoPL: Collaborative Preference Learning for Personalizing LLMs
Youngbin Choi; Seunghyuk Cho; Minjong Lee; MoonJeong Park; Yesong Ko; Jungseul Ok; Dongwoo Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.650/
emnlp2025.csv
2,025
EMNLP
Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units
Chao Hao; Zezheng Wang; Yanhua Huang; Ruiwen Xu; Wenzhe Niu; Xin Liu; Zitong Yu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.651/
emnlp2025.csv
2,025
EMNLP
AI Chatbots as Professional Service Agents: Developing a Professional Identity
Wenwen Li; Kangwei Shi; Yidong Chai
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.652/
emnlp2025.csv
2,025
EMNLP
DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning
Zhuoyuan Mao; Mengjie Zhao; Qiyu Wu; Hiromi Wakaki; Yuki Mitsufuji
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.653/
emnlp2025.csv
2,025
EMNLP
Advancing Oversight Reasoning across Languages for Audit Sycophantic Behaviour via X-Agent
Giulia Pucci; Leonardo Ranaldi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.654/
emnlp2025.csv
2,025
EMNLP
CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability
Han Peng; Jinhao Jiang; Zican Dong; Wayne Xin Zhao; Lei Fang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.655/
emnlp2025.csv
2,025
EMNLP
SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages?
Senyu Li; Jiayi Wang; Felermino D. M. A. Ali; Colin Cherry; Daniel Deutsch; Eleftheria Briakou; Rui Sousa-Silva; Henrique Lopes Cardoso; Pontus Stenetorp; David Ifeoluwa Adelani
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.656/
emnlp2025.csv
2,025
EMNLP
FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge
Nakyeong Yang; Minsung Kim; Seunghyun Yoon; Joongbo Shin; Kyomin Jung
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.657/
emnlp2025.csv
2,025
EMNLP
Calibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification
Weiyi Yang; Richong Zhang; Junfan Chen; Jiawei Sheng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.658/
emnlp2025.csv
2,025
EMNLP
Coarse-to-Fine Grounded Memory for LLM Agent Planning
Wei Yang; Jinwei Xiao; Hongming Zhang; Qingyang Zhang; Yanna Wang; Bo Xu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.659/
emnlp2025.csv
2,025
EMNLP
From A and B to A+B: Can Large Language Models Solve Compositional Math Problems?
Xisheng Xiao; Hanlin Zhao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.660/
emnlp2025.csv
2,025
EMNLP
Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories
Mohammad Beigi; Ying Shen; Parshin Shojaee; Qifan Wang; Zichao Wang; Chandan K. Reddy; Ming Jin; Lifu Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.661/
emnlp2025.csv
2,025
EMNLP
SimVBG: Simulating Individual Values by Backstory Generation
Bangde Du; Ziyi Ye; Zhijing Wu; Monika A. Jankowska; Shuqi Zhu; Qingyao Ai; Yujia Zhou; Yiqun Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.662/
emnlp2025.csv
2,025
EMNLP
EvolveSearch: An Iterative Self-Evolving Search Agent
Ding-Chu Zhang; Yida Zhao; Jialong Wu; Liwen Zhang; Baixuan Li; Wenbiao Yin; Yong Jiang; Yu-Feng Li; Kewei Tu; Pengjun Xie; Fei Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.663/
emnlp2025.csv
2,025
EMNLP
Syntax-Aware Retrieval Augmentation for Neural Symbolic Regression
Canmiao Zhou; Han Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.664/
emnlp2025.csv
2,025
EMNLP
Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs
Dingkun Zhang; Shuhan Qi; Xinyu Xiao; Kehai Chen; Xuan Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.665/
emnlp2025.csv
2,025
EMNLP
Graceful Forgetting in Generative Language Models
Chunyang Jiang; Chi-Min Chan; Yiyang Cai; Yulong Liu; Wei Xue; Yike Guo
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.666/
emnlp2025.csv
2,025
EMNLP
Answering Narrative-Driven Recommendation Queries via a Retrieve–Rank Paradigm and the OCG-Agent
Yunxiao Shi; Haoning Shang; Xing Zi; Wujiang Xu; Yue Feng; Min Xu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.667/
emnlp2025.csv
2,025
EMNLP
Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values
Hongbo Zhang; Han Cui; Guangsheng Bao; Linyi Yang; Jun Wang; Yue Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.668/
emnlp2025.csv
2,025
EMNLP
Jailbreak-Tuning: Models Efficiently Learn Jailbreak Susceptibility
Brendan Murphy; Dillon Bowen; Shahrad Mohammadzadeh; Tom Tseng; Julius Broomfield; Adam Gleave; Kellin Pelrine
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.669/
emnlp2025.csv
2,025
EMNLP
Neural Topic Modeling via Contextual and Graph Information Fusion
Jiyuan Liu; Jiaxing Yan; Chunjiang Zhu; Xingyu Liu; Li Qing; Yanghui Rao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.670/
emnlp2025.csv
2,025
EMNLP
CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement
Jiyuan Liu; Jielin Song; Yunhe Pang; Zhiyu Shen; Yanghui Rao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.671/
emnlp2025.csv
2,025
EMNLP
Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents
Yejin Yoon; Yuri Son; Namyoung So; Minseo Kim; Minsoo Cho; Chanhee Park; Seungshin Lee; Taeuk Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.672/
emnlp2025.csv
2,025
EMNLP
LightThinker: Thinking Step-by-Step Compression
Jintian Zhang; Yuqi Zhu; Mengshu Sun; Yujie Luo; Shuofei Qiao; Lun Du; Da Zheng; Huajun Chen; Ningyu Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.673/
emnlp2025.csv
2,025
EMNLP
How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark
Minglai Yang; Ethan Huang; Liang Zhang; Mihai Surdeanu; William Yang Wang; Liangming Pan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.674/
emnlp2025.csv
2,025
EMNLP
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval-Augmented Generation Across Learning Styles
Debdeep Sanyal; Agniva Maiti; Umakanta Maharana; Dhruv Kumar; Ankur Mali; C. Lee Giles; Murari Mandal
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.675/
emnlp2025.csv
2,025
EMNLP
GeoEdit: Geometric Knowledge Editing for Large Language Models
Yujie Feng; Li-Ming Zhan; Zexin Lu; Yongxin Xu; Xu Chu; Yasha Wang; Jiannong Cao; Philip S. Yu; Xiao-Ming Wu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.676/
emnlp2025.csv
2,025
EMNLP
A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems
Bo Lin; Huanming Zhang; Yuhua Jiang; Yucong Wang; Tengyu Zhang; Shaoqiang Yan; Hongyao Li; Yihong Liu; Feifei Gao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.677/
emnlp2025.csv
2,025
EMNLP
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
Yujie Feng; Jian Li; Xiaoyu Dong; Pengfei Xu; Xiaohui Zhou; Yujia Zhang; Zexin Lu; Yasha Wang; Alan Zhao; Xu Chu; Xiao-Ming Wu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.678/
emnlp2025.csv
2,025
EMNLP
R-PRM: Reasoning-Driven Process Reward Modeling
Shuaijie She; Junxiao Liu; Yifeng Liu; Jiajun Chen; Xin Huang; Shujian Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.679/
emnlp2025.csv
2,025
EMNLP
RLAE: Reinforcement Learning-Assisted Ensemble for LLMs
Yuqian Fu; Yuanheng Zhu; Jiajun Chai; Guojun Yin; Wei Lin; Qichao Zhang; Dongbin Zhao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.680/
emnlp2025.csv
2,025
EMNLP
Do Large Language Models Truly Grasp Addition? A Rule-Focused Diagnostic Using Two-Integer Arithmetic
Yang Yan; Yu Lu; Renjun Xu; Zhenzhong Lan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.681/
emnlp2025.csv
2,025
EMNLP
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification
Xuan Zhang; Yongliang Shen; Zhe Zheng; Linjuan Wu; Wenqi Zhang; Yuchen Yan; Qiuying Peng; Jun Wang; Weiming Lu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.682/
emnlp2025.csv
2,025
EMNLP
START: Self-taught Reasoner with Tools
Chengpeng Li; Mingfeng Xue; Zhenru Zhang; Jiaxi Yang; Beichen Zhang; Bowen Yu; Binyuan Hui; Junyang Lin; Xiang Wang; Dayiheng Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.683/
emnlp2025.csv
2,025
EMNLP
The Impact of Negated Text on Hallucination with Large Language Models
Jaehyung Seo; Hyeonseok Moon; Heuiseok Lim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.684/
emnlp2025.csv