EMNLP

2022–2026 LIVE

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Natural Language Processing

2025 · 1,668 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2025 · EMNLP
VoiceBBQ: Investigating Effect of Content and Acoustics in Social Bias of Spoken Language Model
Junhyuk Choi, Ro-hoon Oh, Jihwan Seol, Bugeun Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · 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
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification
Yiwen Jiang, Deval Mehta, Siyuan Yan, Yaling Shen, Zimu Wang, Zongyuan Ge
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning
Wenda Qin, Andrea Burns, Bryan A. Plummer, Margrit Betke
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · 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
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings
Safal Shrestha, Minwu Kim, Aadim Nepal, Anubhav Shrestha, Keith W. Ross
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments
Muhammad Ali, Salman Khan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
We Need to Measure Data Diversity in NLP — Better and Broader
Dong Nguyen, Esther Ploeger
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · 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
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Weaver: Interweaving SQL and LLM for Table Reasoning
Rohit Khoja, Devanshu Gupta, Yanjie Fu, Dan Roth, Vivek Gupta
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Web Intellectual Property at Risk: Preventing Unauthorized Real-Time Retrieval by Large Language Models
Yisheng Zhong, Yizhu Wen, Junfeng Guo, Mehran Kafai, Heng Huang, Hanqing Guo, Zhuangdi Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
Zhepei Wei, Wenlin Yao, Yao Liu, Weizhi Zhang, Qin Lu, Liang Qiu, Changlong Yu, Puyang Xu, Chao Zhang, Bing Yin, Hyokun Yun, Lihong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model
Tianqing Fang, Hongming Zhang, Zhisong Zhang, Kaixin Ma, Wenhao Yu, Haitao Mi, Dong Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
WebInject: Prompt Injection Attack to Web Agents
Xilong Wang, John Bloch, Zedian Shao, Yuepeng Hu, Shuyan Zhou, Neil Zhenqiang Gong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation
Rabiul Awal, Mahsa Massoud, Aarash Feizi, Zichao Li, Suyuchen Wang, Christopher Pal, Aishwarya Agrawal, David Vazquez, Siva Reddy, Juan A. Rodriguez, Perouz Taslakian, Spandana Gella, Sai Rajeswar
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Weight-Aware Activation Sparsity with Constrained Bayesian Optimization Scheduling for Large Language Models
Ming Wang, Miao Zhang, Xuebo Liu, Liqiang Nie
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Weights-Rotated Preference Optimization for Large Language Models
Chenxu Yang, Ruipeng Jia, Mingyu Zheng, Naibin Gu, Zheng Lin, Siyuan Chen, Weichong Yin, Hua Wu, Weiping Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
What Do Indonesians Really Need from Language Technology? A Nationwide Survey
Muhammad Dehan Al Kautsar, Lucky Susanto, Derry Tanti Wijaya, Fajri Koto
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning
Gangwei Jiang, Yahui Liu, Zhaoyi Li, Wei Bi, Fuzheng Zhang, Linqi Song, Ying Wei, Defu Lian
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
What You Read Isn’t What You Hear: Linguistic Sensitivity in Deepfake Speech Detection
Binh Nguyen, Shuju Shi, Ryan Ofman, Thai Le
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
What You See is What You Ask: Evaluating Audio Descriptions
Divy Kala, Eshika Khandelwal, Makarand Tapaswi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
What are Foundation Models Cooking in the Post-Soviet World?
Anton Lavrouk, Tarek Naous, Alan Ritter, Wei Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
What’s in a prompt? Language models encode literary style in prompt embeddings
Raphaël Sarfati, Haley Moller, Toni J.B. Liu, Nicolas Boulle, Christopher Earls
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity
Nisrine Rair, Alban Goupil, Valeriu Vrabie, Emmanuel Chochoy
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models
Cheng Wang, Gelei Deng, Xianglin Yang, Han Qiu, Tianwei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs
Abhirama Subramanyam Penamakuri, Navlika Singh, Piyush Arora, Anand Mishra
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs
Ammar Khairi, Daniel D’souza, Ye Shen, Julia Kreutzer, Sara Hooker
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models
Yingming Zheng, Hanqi Li, Kai Yu, Lu Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
When Truthful Representations Flip Under Deceptive Instructions?
Xianxuan Long, Yao Fu, Runchao Li, Mu Sheng, Haotian Yu, Xiaotian Han, Pan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
When Words Smile: Generating Diverse Emotional Facial Expressions from Text
Haidong Xu, Meishan Zhang, Hao Ju, Zhedong Zheng, Erik Cambria, Min Zhang, Hao Fei
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Where Confabulation Lives: Latent Feature Discovery in LLMs
Thibaud Ardoin, Yi Cai, Gerhard Wunder
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning
Kwesi Adu Cobbina, Tianyi Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · 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
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Who Holds the Pen? Caricature and Perspective in LLM Retellings of History
Lubna Zahan Lamia, Mabsur Fatin Bin Hossain, Md Mosaddek Khan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation
Jiayu Yao, Shenghua Liu, Yiwei Wang, Lingrui Mei, Baolong Bi, Yuyao Ge, Zhecheng Li, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Why Do Some Inputs Break Low-Bit LLM Quantization?
Ting-Yun Chang, Muru Zhang, Jesse Thomason, Robin Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors
Zhiyu Yang, Shuo Wang, Yukun Yan, Yang Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning
Chengfeng Zhao, Shizhu He, Shanshan Jiang, Bin Dong, Jun Zhao, Kang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?
An-Lan Wang, Jingqun Tang, Lei Liao, Hao Feng, Qi Liu, Xiang Fei, Jinghui Lu, Han Wang, Hao Liu, Yuliang Liu, Xiang Bai, Can Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning
Gagan Mundada, Yash Vishe, Amit Namburi, Xin Xu, Zachary Novack, Julian McAuley, Junda Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA
Sergey Pletenev, Maria Marina, Nikolay Ivanov, Daria Galimzianova, Nikita Krayko, Mikhail Salnikov, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and Hindi
Sourabrata Mukherjee, Atharva Mehta, Sougata Saha, Akhil Arora, Monojit Choudhury
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · 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
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning
Prasanna Reddy Pulakurthi, Jiamian Wang, Majid Rabbani, Sohail Dianat, Raghuveer Rao, Zhiqiang Tao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA
Min Hyuk Kim, Changheon Kim, Seok Bong Yoo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML
Ernesto L. Estevanell-Valladares, Suilan Estévez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Ruslan Mitkov
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering
Keonwoo Roh, Yeong-Joon Ju, Seong-Whan Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression
Haoqi Yang, Yao Yao, Zuchao Li, Baoyuan Qi, Liu Guoming, Hai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models
Paweł Mąka, Yusuf Can Semerci, Jan Scholtes, Gerasimos Spanakis
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors
Hao Fang, Jiawei Kong, Tianqu Zhuang, Yixiang Qiu, Kuofeng Gao, Bin Chen, Shu-Tao Xia, Yaowei Wang, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Your RAG is Unfair: Exposing Fairness Vulnerabilities in Retrieval-Augmented Generation via Backdoor Attacks
Gaurav Bagwe, Saket Sanjeev Chaturvedi, Xiaolong Ma, Xiaoyong Yuan, Kuang-Ching Wang, Lan Emily Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization
Seungyoun Yi, Minsoo Khang, Sungrae Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation
Yejin Choi, Jaewoo Park, Janghan Yoon, Saejin Kim, Jaehyun Jeon, Youngjae Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration
Haozhan Shen, Kangjia Zhao, Tiancheng Zhao, Ruochen Xu, Zilun Zhang, Mingwei Zhu, Jianwei Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
\textit{Do It Yourself (DIY)}: Modifying Images for Poems in a Zero-Shot Setting Using Weighted Prompt Manipulation
Sofia Jamil, Kotla Sai Charan, Sriparna Saha, Koustava Goswami, Joseph K J
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
\texttt{Droid}: A Resource Suite for AI-Generated Code Detection
Daniil Orel, Indraneil Paul, Iryna Gurevych, Preslav Nakov
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
fLSA: Learning Semantic Structures in Document Collections Using Foundation Models
Weijia Xu, Nebojsa Jojic, Nicolas Le Roux
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
Yirong Zeng, Xiao Ding, Yuxian Wang, Weiwen Liu, Yutai Hou, Wu Ning, Xu Huang, Duyu Tang, Dandan Tu, Bing Qin, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs
Julius Mayer, Mohamad Ballout, Serwan Jassim, Farbod Nosrat Nezami, Elia Bruni
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
pFedGPT: Hierarchically Optimizing LoRA Aggregation Weights for Personalized Federated GPT Models
Zhanming Shen, Tianqi Xu, Hao Wang, Jian Li, Miao Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · 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
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
s1: Simple test-time scaling
Niklas Muennighoff, Zitong Yang, Weijia Shi, Xiang Lisa Li, Li Fei-Fei, Hannaneh Hajishirzi, Luke Zettlemoyer, Percy Liang, Emmanuel Candès, Tatsunori Hashimoto
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
s3: You Don’t Need That Much Data to Train a Search Agent via RL
Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, Jinfeng Xiao, Zifeng Wang, Jimeng Sun, Jiawei Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
zFLoRA: Zero-Latency Fused Low-Rank Adapters
Dhananjaya Gowda, Seoha Song, Harshith Goka, Junhyun Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
‘Rich Dad, Poor Lad’: How do Large Language Models Contextualize Socioeconomic Factors in College Admission ?
Huy Nghiem, Phuong-Anh Nguyen-Le, John Prindle, Rachel Rudinger, Hal Daumé III
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
“Feels Feminine to Me”: Understanding Perceived Gendered Style through Human Annotations
Hongyu Chen, Neele Falk, Michael Roth, Agnieszka Falenska
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
“I’ve Decided to Leak”: Probing Internals Behind Prompt Leakage Intents
Jianshuo Dong, Yutong Zhang, Liu Yan, Zhenyu Zhong, Tao Wei, Ke Xu, Minlie Huang, Chao Zhang, Han Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
“Mm, Wat?” Detecting Other-initiated Repair Requests in Dialogue
Anh Ha Ngo, Nicolas Rollet, Catherine Pelachaud, Chloé Clavel
Natural Language Processing
日本大学: 関与なし（対象大学）