year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
EMNLP
From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation
Huan Xu; Zequn Li; Wen Tang; Jian Jun Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.85/
emnlp2025.csv
2,025
EMNLP
Beyond the Surface: Measuring Self-Preference in LLM Judgments
Zhi-Yuan Chen; Hao Wang; Xinyu Zhang; Enrui Hu; Yankai Lin
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.86/
emnlp2025.csv
2,025
EMNLP
Beyond Input Activations: Identifying Influential Latents by Gradient Sparse Autoencoders
Dong Shu; Xuansheng Wu; Haiyan Zhao; Mengnan Du; Ninghao Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.87/
emnlp2025.csv
2,025
EMNLP
Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation
Hengran Zhang; Minghao Tang; Keping Bi; Jiafeng Guo; Shihao Liu; Daiting Shi; Dawei Yin; Xueqi Cheng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.88/
emnlp2025.csv
2,025
EMNLP
CiteBART: Learning to Generate Citations for Local Citation Recommendation
Ege Yiğit Çelik; Selma Tekir
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.89/
emnlp2025.csv
2,025
EMNLP
Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions
Lan Zhang; Marco Valentino; Andre Freitas
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.90/
emnlp2025.csv
2,025
EMNLP
Culture Cartography: Mapping the Landscape of Cultural Knowledge
Caleb Ziems; William Barr Held; Jane Yu; Amir Goldberg; David Grusky; Diyi Yang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.91/
emnlp2025.csv
2,025
EMNLP
Interpretability Analysis of Arithmetic In-Context Learning in Large Language Models
Gregory Polyakov; Christian Hepting; Carsten Eickhoff; Seyed Ali Bahrainian
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.92/
emnlp2025.csv
2,025
EMNLP
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence
Yao Zhang; Chenyang Lin; Shijie Tang; Haokun Chen; Shijie Zhou; Yunpu Ma; Volker Tresp
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.93/
emnlp2025.csv
2,025
EMNLP
We Politely Insist: Your LLM Must Learn the Persian Art of Taarof
Nikta Gohari Sadr; Sahar Heidariasl; Karine Megerdoomian; Laleh Seyyed-Kalantari; Ali Emami
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.94/
emnlp2025.csv
2,025
EMNLP
Unstructured Evidence Attribution for Long Context Query Focused Summarization
Dustin Wright; Zain Muhammad Mujahid; Lu Wang; Isabelle Augenstein; David Jurgens
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.95/
emnlp2025.csv
2,025
EMNLP
RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language
Subrata Biswas; Mohammad Nur Hossain Khan; Bashima Islam
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.96/
emnlp2025.csv
2,025
EMNLP
Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Reasoning
Mingyuan Wu; Jize Jiang; Haozhen Zheng; Meitang Li; Zhaoheng Li; Beitong Tian; Bo Chen; Yongjoo Park; Minjia Zhang; ChengXiang Zhai; Klara Nahrstedt
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.97/
emnlp2025.csv
2,025
EMNLP
Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models
Xuyang Liu; Yiyu Wang; Junpeng Ma; Linfeng Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.98/
emnlp2025.csv
2,025
EMNLP
Router-Tuning: A Simple and Effective Approach for Dynamic Depth
Shwai He; Tao Ge; Guoheng Sun; Bowei Tian; Xiaoyang Wang; Dong Yu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.99/
emnlp2025.csv
2,025
EMNLP
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs
Zixuan Weng; Xiaolong Jin; Jinyuan Jia; Xiangyu Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.100/
emnlp2025.csv
2,025
EMNLP
TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games
Yuan Yuan; Muyu He; Muhammad Adil Shahid; Ziyang Li; Jiani Huang; Li Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.101/
emnlp2025.csv
2,025
EMNLP
Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling
Minghui Li; Hao Zhang; Yechao Zhang; Wei Wan; Shengshan Hu; Pei Xiaobing; Jing Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.102/
emnlp2025.csv
2,025
EMNLP
Direct Judgement Preference Optimization
PeiFeng Wang; Austin Xu; Yilun Zhou; Caiming Xiong; Shafiq Joty
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.103/
emnlp2025.csv
2,025
EMNLP
WebInject: Prompt Injection Attack to Web Agents
Xilong Wang; John Bloch; Zedian Shao; Yuepeng Hu; Shuyan Zhou; Neil Zhenqiang Gong
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.104/
emnlp2025.csv
2,025
EMNLP
F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations
Tian Lan; Jiang Li; Yemin Wang; Xu Liu; Xiangdong Su; Guanglai Gao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.105/
emnlp2025.csv
2,025
EMNLP
Value Profiles for Encoding Human Variation
Taylor Sorensen; Pushkar Mishra; Roma Patel; Michael Henry Tessler; Michiel A. Bakker; Georgina Evans; Iason Gabriel; Noah Goodman; Verena Rieser
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.106/
emnlp2025.csv
2,025
EMNLP
Language Models as Causal Effect Generators
Lucius E.j. Bynum; Kyunghyun Cho
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.107/
emnlp2025.csv
2,025
EMNLP
Constructions are Revealed in Word Distributions
Joshua Rozner; Leonie Weissweiler; Kyle Mahowald; Cory Shain
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.108/
emnlp2025.csv
2,025
EMNLP
CodeMixBench: Evaluating Code-Mixing Capabilities of LLMs Across 18 Languages
Yilun Yang; Yekun Chai
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.109/
emnlp2025.csv
2,025
EMNLP
RBPtool: A Deep Language Model Framework for Multi-Resolution RBP-RNA Binding Prediction and RNA Molecule Design
Jiyue Jiang; Yitao Xu; Zikang Wang; Yihan Ye; Yanruisheng Shao; Yuheng Shan; Jiuming Wang; Xiaodan Fan; Jiao Yuan; Yu Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.110/
emnlp2025.csv
2,025
EMNLP
Unveiling Internal Reasoning Modes in LLMs: A Deep Dive into Latent Reasoning vs. Factual Shortcuts with Attribute Rate Ratio
Yiran Yang; Haifeng Sun; Jingyu Wang; Qi Qi; Zirui Zhuang; Huazheng Wang; Pengfei Ren; Jing Wang; Jianxin Liao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.111/
emnlp2025.csv
2,025
EMNLP
SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models
Zirui He; Mingyu Jin; Bo Shen; Ali Payani; Yongfeng Zhang; Mengnan Du
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.112/
emnlp2025.csv
2,025
EMNLP
BabyLM’s First Constructions: Causal interventions provide a signal of learning
Joshua Rozner; Leonie Weissweiler; Cory Shain
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.113/
emnlp2025.csv
2,025
EMNLP
Effective Red-Teaming of Policy-Adherent Agents
Itay Nakash; George Kour; Koren Lazar; Matan Vetzler; Guy Uziel; Ateret Anaby Tavor
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.114/
emnlp2025.csv
2,025
EMNLP
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering
Zongxi Li; Yang Li; Haoran Xie; S. Joe Qin
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.115/
emnlp2025.csv
2,025
EMNLP
SafeScientist: Enhancing AI Scientist Safety for Risk-Aware Scientific Discovery
Kunlun Zhu; Jiaxun Zhang; Ziheng Qi; Nuoxing Shang; Zijia Liu; Peixuan Han; Yue Su; Haofei Yu; Jiaxuan You
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.116/
emnlp2025.csv
2,025
EMNLP
Improving Informally Romanized Language Identification
Adrian Benton; Alexander Gutkin; Christo Kirov; Brian Roark
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.117/
emnlp2025.csv
2,025
EMNLP
Integral Transformer: Denoising Attention, Not Too Much Not Too Little
Ivan Kobyzev; Abbas Ghaddar; Dingtao Hu; Boxing Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.118/
emnlp2025.csv
2,025
EMNLP
CHENGYU-BENCH: Benchmarking Large Language Models for Chinese Idiom Understanding and Use
Yicheng Fu; Zhemin Huang; Liuxin Yang; Yumeng Lu; Zhongdongming Dai
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.119/
emnlp2025.csv
2,025
EMNLP
Improving Cross Lingual Transfer by Pretraining with Active Forgetting
Divyanshu Aggarwal; Ashutosh Sathe; Sunayana Sitaram
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.120/
emnlp2025.csv
2,025
EMNLP
Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization
Shuo Xing; Peiran Li; Yuping Wang; Ruizheng Bai; Yueqi Wang; Chan-Wei Hu; Chengxuan Qian; Huaxiu Yao; Zhengzhong Tu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.121/
emnlp2025.csv
2,025
EMNLP
To Mask or to Mirror: Human-AI Alignment in Collective Reasoning
Crystal Qian; Aaron T Parisi; Clémentine Bouleau; Vivian Tsai; Maël Lebreton; Lucas Dixon
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.122/
emnlp2025.csv
2,025
EMNLP
SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling
Krishna C Puvvada; Faisal Ladhak; Santiago Akle Serano; Cheng-Ping Hsieh; Shantanu Acharya; Somshubra Majumdar; Fei Jia; Samuel Kriman; Simeng Sun; Dima Rekesh; Boris Ginsburg
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.123/
emnlp2025.csv
2,025
EMNLP
LLMs Behind the Scenes: Enabling Narrative Scene Illustration
Melissa Roemmele; John Joon Young Chung; Taewook Kim; Yuqian Sun; Alex Calderwood; Max Kreminski
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.124/
emnlp2025.csv
2,025
EMNLP
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning
Le Zhang; Bo Wang; Xipeng Qiu; Siva Reddy; Aishwarya Agrawal
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.125/
emnlp2025.csv
2,025
EMNLP
Large Language Models Do Multi-Label Classification Differently
Marcus Ma; Georgios Chochlakis; Niyantha Maruthu Pandiyan; Jesse Thomason; Shrikanth Narayanan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.126/
emnlp2025.csv
2,025
EMNLP
FilBench: Can LLMs Understand and Generate Filipino?
Lester James Validad Miranda; Elyanah Aco; Conner G. Manuel; Jan Christian Blaise Cruz; Joseph Marvin Imperial
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.127/
emnlp2025.csv
2,025
EMNLP
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis
ChengYan Wu; Bolei Ma; Yihong Liu; Zheyu Zhang; Ningyuan Deng; Yanshu Li; Baolan Chen; Yi Zhang; Yun Xue; Barbara Plank
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.128/
emnlp2025.csv
2,025
EMNLP
RuCCoD: Towards Automated ICD Coding in Russian
Alexandr Nesterov; Andrey Sakhovskiy; Ivan Sviridov; Airat Valiev; Vladimir Makharev; Petr Anokhin; Galina Zubkova; Elena Tutubalina
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.129/
emnlp2025.csv
2,025
EMNLP
Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs
Dayu Yang; Tianyang Liu; Daoan Zhang; Antoine Simoulin; Xiaoyi Liu; Yuwei Cao; Zhaopu Teng; Xin Qian; Grey Yang; Jiebo Luo; Julian McAuley
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.130/
emnlp2025.csv
2,025
EMNLP
Efficient Model Development through Fine-tuning Transfer
Pin-Jie Lin; Rishab Balasubramanian; Fengyuan Liu; Nikhil Kandpal; Tu Vu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.131/
emnlp2025.csv
2,025
EMNLP
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes
Mingyang Wang; Lukas Lange; Heike Adel; Yunpu Ma; Jannik Strötgen; Hinrich Schuetze
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.132/
emnlp2025.csv
2,025
EMNLP
User Feedback in Human-LLM Dialogues: A Lens to Understand Users But Noisy as a Learning Signal
Yuhan Liu; Michael JQ Zhang; Eunsol Choi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.133/
emnlp2025.csv
2,025
EMNLP
Read to Hear: A Zero-Shot Pronunciation Assessment Using Textual Descriptions and LLMs
Yu-Wen Chen; Melody Ma; Julia Hirschberg
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.134/
emnlp2025.csv
2,025
EMNLP
COCO-Tree: Compositional Hierarchical Concept Trees for Enhanced Reasoning in Vision-Language Models
Sanchit Sinha; Guangzhi Xiong; Aidong Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.135/
emnlp2025.csv
2,025
EMNLP
SurveyGen: Quality-Aware Scientific Survey Generation with Large Language Models
Tong Bao; Mir Tafseer Nayeem; Davood Rafiei; Chengzhi Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.136/
emnlp2025.csv
2,025
EMNLP
VoiceCraft-X: Unifying Multilingual, Voice-Cloning Speech Synthesis and Speech Editing
Zhisheng Zheng; Puyuan Peng; Anuj Diwan; Cong Phuoc Huynh; Xiaohang Sun; Zhu Liu; Vimal Bhat; David Harwath
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.137/
emnlp2025.csv
2,025
EMNLP
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge
Dawei Li; Bohan Jiang; Liangjie Huang; Alimohammad Beigi; Chengshuai Zhao; Zhen Tan; Amrita Bhattacharjee; Yuxuan Jiang; Canyu Chen; Tianhao Wu; Kai Shu; Lu Cheng; Huan Liu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.138/
emnlp2025.csv
2,025
EMNLP
MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification
Iustin Sirbu; Robert-Adrian Popovici; Cornelia Caragea; Stefan Trausan-Matu; Traian Rebedea
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.139/
emnlp2025.csv
2,025
EMNLP
TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games
Prakamya Mishra; Jiang Liu; Jialian Wu; Xiaodong Yu; Zicheng Liu; Emad Barsoum
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.140/
emnlp2025.csv
2,025
EMNLP
Learning from Diverse Reasoning Paths with Routing and Collaboration
Zhenyu Lei; Zhen Tan; Song Wang; Yaochen Zhu; Zihan Chen; Yushun Dong; Jundong Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.141/
emnlp2025.csv
2,025
EMNLP
Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning
Jiayuan Zhu; Jiazhen Pan; Yuyuan Liu; Fenglin Liu; Junde Wu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.142/
emnlp2025.csv
2,025
EMNLP
MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models
Shrey Pandit; Jiawei Xu; Junyuan Hong; Zhangyang Wang; Tianlong Chen; Kaidi Xu; Ying Ding
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.143/
emnlp2025.csv
2,025
EMNLP
NUTMEG: Separating Signal From Noise in Annotator Disagreement
Jonathan Ivey; Susan Gauch; David Jurgens
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.144/
emnlp2025.csv
2,025
EMNLP
Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations
Abhilekh Borah; Chhavi Sharma; Danush Khanna; Utkarsh Bhatt; Gurpreet Singh; Hasnat Md Abdullah; Raghav Kaushik Ravi; Vinija Jain; Jyoti Patel; Shubham Singh; Vasu Sharma; Arpita Vats; Rahul Raja; Aman Chadha; Amitava Das
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.145/
emnlp2025.csv
2,025
EMNLP
MythTriage: Scalable Detection of Opioid Use Disorder Myths on a Video-Sharing Platform
Hayoung Jung; Shravika Mittal; Ananya Aatreya; Navreet Kaur; Munmun De Choudhury; Tanu Mitra
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.146/
emnlp2025.csv
2,025
EMNLP
Demystifying optimized prompts in language models
Rimon Melamed; Lucas Hurley McCabe; H Howie Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.147/
emnlp2025.csv
2,025
EMNLP
Whisper-UT: A Unified Translation Framework for Speech and Text
Cihan Xiao; Matthew Wiesner; Debashish Chakraborty; Reno Kriz; Keith Cunningham; Kenton Murray; Kevin Duh; Luis Tavarez-Arce; Paul McNamee; Sanjeev Khudanpur
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.148/
emnlp2025.csv
2,025
EMNLP
Unleashing the Reasoning Potential of LLMs by Critique Fine-Tuning on One Problem
Yubo Wang; Ping Nie; Kai Zou; Lijun Wu; Wenhu Chen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.149/
emnlp2025.csv
2,025
EMNLP
Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation
Hongxiang Zhang; Hao Chen; Muhao Chen; Tianyi Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.150/
emnlp2025.csv
2,025
EMNLP
BBScoreV2: Learning Time-Evolution and Latent Alignment from Stochastic Representation
Tianhao Zhang; Zhecheng Sheng; Zhexiao Lin; Chen Jiang; Dongyeop Kang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.151/
emnlp2025.csv
2,025
EMNLP
SAND: Boosting LLM Agents with Self-Taught Action Deliberation
Yu Xia; Yiran Jenny Shen; Junda Wu; Tong Yu; Sungchul Kim; Ryan A. Rossi; Lina Yao; Julian McAuley
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.152/
emnlp2025.csv
2,025
EMNLP
LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment
Lingyao Li; Dawei Li; Zhenhui Ou; Xiaoran Xu; Jingxiao Liu; Zihui Ma; Runlong Yu; Min Deng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.153/
emnlp2025.csv
2,025
EMNLP
Mind the Value-Action Gap: Do LLMs Act in Alignment with Their Values?
Hua Shen; Nicholas Clark; Tanu Mitra
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.154/
emnlp2025.csv
2,025
EMNLP
Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time
Jiazheng Li; Yuxiang Zhou; Junru Lu; Gladys Tyen; Lin Gui; Cesare Aloisi; Yulan He
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.155/
emnlp2025.csv
2,025
EMNLP
Image Embedding Sampling Method for Diverse Captioning
Sania Waheed; Na Min An
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.156/
emnlp2025.csv
2,025
EMNLP
Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time
Huihan Li; You Chen; Siyuan Wang; Yixin He; Ninareh Mehrabi; Rahul Gupta; Xiang Ren
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.157/
emnlp2025.csv
2,025
EMNLP
FANS: Formal Answer Selection for LLM Natural Language Math Reasoning Using Lean4
Jiarui Yao; Ruida Wang; Tong Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.158/
emnlp2025.csv
2,025
EMNLP
Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning
Gagan Bhatia; Maxime Peyrard; Wei Zhao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.159/
emnlp2025.csv
2,025
EMNLP
Measuring Risk of Bias in Biomedical Reports: The RoBBR Benchmark
Jianyou Wang; Weili Cao; Longtian Bao; Youze Zheng; Gil Pasternak; Kaicheng Wang; Xiaoyue Wang; Ramamohan Paturi; Leon Bergen
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.160/
emnlp2025.csv
2,025
EMNLP
SHIFT: Selected Helpful Informative Frame for Video-guided Machine Translation
Boyu Guan; Chuang Han; Yining Zhang; Yupu Liang; Zhiyang Zhang; Yang Zhao; Chengqing Zong
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.161/
emnlp2025.csv
2,025
EMNLP
Surge: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors
Bohan Lyu; Siqiao Huang; Zichen Liang; Qian Sun; Jiaming Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.162/
emnlp2025.csv
2,025
EMNLP
Few-Shot Learning Translation from New Languages
Carlos Mullov; Alexander Waibel
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.163/
emnlp2025.csv
2,025
EMNLP
Humanizing Machines: Rethinking LLM Anthropomorphism Through a Multi-Level Framework of Design
Yunze Xiao; Lynnette Hui Xian Ng; Jiarui Liu; Mona T. Diab
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.164/
emnlp2025.csv
2,025
EMNLP
TokenSkip: Controllable Chain-of-Thought Compression in LLMs
Heming Xia; Chak Tou Leong; Wenjie Wang; Yongqi Li; Wenjie Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.165/
emnlp2025.csv
2,025
EMNLP
Are Generative Models Underconfident? Better Quality Estimation with Boosted Model Probability
Tu Anh Dinh; Jan Niehues
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.166/
emnlp2025.csv
2,025
EMNLP
reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs
Zhaofeng Wu; Michihiro Yasunaga; Andrew Cohen; Yoon Kim; Asli Celikyilmaz; Marjan Ghazvininejad
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.167/
emnlp2025.csv
2,025
EMNLP
Why Do Some Inputs Break Low-Bit LLM Quantization?
Ting-Yun Chang; Muru Zhang; Jesse Thomason; Robin Jia
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.168/
emnlp2025.csv
2,025
EMNLP
LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation
Keisuke Kamahori; Jungo Kasai; Noriyuki Kojima; Baris Kasikci
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.169/
emnlp2025.csv
2,025
EMNLP
AROMA: Autonomous Rank-one Matrix Adaptation
Hao Nan Sheng; Zhi-Yong Wang; Hing Cheung So; Mingrui Yang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.170/
emnlp2025.csv
2,025
EMNLP
Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens
Ziyang Ma; Qingyue Yuan; Zhenglin Wang; Deyu Zhou
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.171/
emnlp2025.csv
2,025
EMNLP
Anchoring-Guidance Fine-Tuning (AnGFT): Elevating Professional Response Quality in Role-Playing Conversational Agents
Qibin Li; Zhen Xu; Shengyuan Bai; Nianmin Yao; Kaili Sun; Bowen Wu; Ying Li; Baoxun Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.172/
emnlp2025.csv
2,025
EMNLP
RiTTA: Modeling Event Relations in Text-to-Audio Generation
Yuhang He; Yash Jain; Xubo Liu; Andrew Markham; Vibhav Vineet
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.173/
emnlp2025.csv
2,025
EMNLP
Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs
Xiaofeng Zhang; Yihao Quan; Chen Shen; Chaochen Gu; Xiaosong Yuan; Shaotian Yan; Jiawei Cao; Hao Cheng; Kaijie Wu; Jieping Ye
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.174/
emnlp2025.csv
2,025
EMNLP
WangchanThaiInstruct: An instruction-following Dataset for Culture-Aware, Multitask, and Multi-domain Evaluation in Thai
Peerat Limkonchotiwat; Pume Tuchinda; Lalita Lowphansirikul; Surapon Nonesung; Panuthep Tasawong; Alham Fikri Aji; Can Udomcharoenchaikit; Sarana Nutanong
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.175/
emnlp2025.csv
2,025
EMNLP
MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models
Zhengyi Zhao; Shubo Zhang; Yuxi Zhang; Yanxi Zhao; Yifan Zhang; Zezhong Wang; Huimin Wang; Yutian Zhao; Bin Liang; Yefeng Zheng; Binyang Li; Kam-Fai Wong; Xian Wu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.176/
emnlp2025.csv
2,025
EMNLP
A Comprehensive Literary Chinese Reading Comprehension Dataset with an Evidence Curation Based Solution
Dongning Rao; Rongchu Zhou; Peng Chen; Zhihua Jiang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.177/
emnlp2025.csv
2,025
EMNLP
Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL
Jie Shi; Xi Cao; Bo Xu; Jiaqing Liang; Yanghua Xiao; Jia Chen; Peng Wang; Wei Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.178/
emnlp2025.csv
2,025
EMNLP
FinMTEB: Finance Massive Text Embedding Benchmark
Yixuan Tang; Yi Yang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.179/
emnlp2025.csv
2,025
EMNLP
Scaling Rich Style-Prompted Text-to-Speech Datasets
Anuj Diwan; Zhisheng Zheng; David Harwath; Eunsol Choi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.180/
emnlp2025.csv
2,025
EMNLP
Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs
Mahammed Kamruzzaman; Gene Louis Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.181/
emnlp2025.csv
2,025
EMNLP
Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech
Jianxing Yu; Gou Zihao; Chen Li; Zhisheng Wang; Peiji Yang; Wenqing Chen; Jian Yin
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.182/
emnlp2025.csv
2,025
EMNLP
OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models
Xiaoyu Xu; Minxin Du; Qingqing Ye; Haibo Hu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.183/
emnlp2025.csv
2,025
EMNLP
AdaptThink: Reasoning Models Can Learn When to Think
Jiajie Zhang; Nianyi Lin; Lei Hou; Ling Feng; Juanzi Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.184/
emnlp2025.csv