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
(Almost) Free Modality Stitching of Foundation Models
Jaisidh Singh, Diganta Misra, Boris Knyazev, Antonio Orvieto
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
Hongxin Ding, Yue Fang, Runchuan Zhu, Xinke Jiang, Jinyang Zhang, Yongxin Xu, Weibin Liao, Xu Chu, Junfeng Zhao, Yasha Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark
Ivan Sviridov, Amina Miftakhova, Artemiy Tereshchenko, Galina Zubkova, Pavel Blinov, Andrey Savchenko
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction
Longxuan Ma, Xiao Wu, Yuxin Huang, Shengxiang Gao, Zhengtao Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script.
Hellina Hailu Nigatu, Atnafu Lambebo Tonja, Henok Biadglign Ademtew, Hizkiel Mitiku Alemayehu, Negasi Haile Abadi, Tadesse Destaw Belay, Seid Muhie Yimam
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Causal Lens for Evaluating Faithfulness Metrics
Kerem Zaman, Shashank Srivastava
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Comprehensive Framework to Operationalize Social Stereotypes for Responsible AI Evaluations
Aida Mostafazadeh Davani, Sunipa Dev, Héctor Pérez-Urbina, Vinodkumar Prabhakaran
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Comprehensive Literary Chinese Reading Comprehension Dataset with an Evidence Curation Based Solution
Dongning Rao, Rongchu Zhou, Peng Chen, Zhihua Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Computational Simulation of Language Production in First Language Acquisition
Yuan Gao, Weiwei Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Culturally-diverse Multilingual Multimodal Video Benchmark & Model
Bhuiyan Sanjid Shafique, Ashmal Vayani, Muhammad Maaz, Hanoona Abdul Rasheed, Dinura Dissanayake, Mohammed Irfan Kurpath, Yahya Hmaiti, Go Inoue, Jean Lahoud, Md. Safirur Rashid, Shadid Intisar Quasem, Maheen Fatima, Franco Vidal, Mykola Maslych, Ketan Pravin More, Sanoojan Baliah, Hasindri Watawana, Yuhao Li, Fabian Farestam, Leon Schaller, Roman Tymtsiv, Simon Weber, Hisham Cholakkal, Ivan Laptev, Shin’ichi Satoh, Michael Felsberg, Mubarak Shah, Salman Khan, Fahad Shahbaz Khan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization
Anda Cheng, Wei Huang, Yinggui Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · 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
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · 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 Boyd-Graber
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models
Rashin Rahnamoun, Mehrnoush Shamsfard
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality
Hanbo Huang, Yihan Li, Bowen Jiang, Bo Jiang, Lin Liu, Zhuotao Liu, Ruoyu Sun, Shiyu Liang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection
Hui Li, Ante Wang, Kunquan Li, Zhihao Wang, Liang Zhang, Delai Qiu, Qingsong Liu, Jinsong Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Multi-Level Benchmark for Causal Language Understanding in Social Media Discourse
Xiaohan Ding, Kaike Ping, Buse Çarık, Eugenia Rho
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications
Sunayana Sitaram, Adrian de Wynter, Isobel McCrum, Qilong Gu, Si-Qing Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations
Lingjun Zhao, Hal Daumé III
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Position Paper on the Automatic Generation of Machine Learning Leaderboards
Roelien C. Timmer, Yufang Hou, Stephen Wan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Probabilistic Inference Scaling Theory for LLM Self-Correction
Zhe Yang, Yichang Zhang, Yudong Wang, Ziyao Xu, Junyang Lin, Zhifang Sui
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages
Tatiana Anikina, Jan Cegin, Jakub Simko, Simon Ostermann
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making
Chung-Nan Tsai, Xin Wang, Cheng-Hsiung Lee, Ching-Sheng Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Survey of Link Prediction in N-ary Knowledge Graphs
Jiyao Wei, Saiping Guan, Da Li, Zhongni Hou, Miao Su, Yucan Guo, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Symbolic Adversarial Learning Framework for Evolving Fake News Generation and Detection
Chong Tian, Qirong Ho, Xiuying Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Systematic Analysis of Base Model Choice for Reward Modeling
Kian Ahrabian, Pegah Jandaghi, Negar Mokhberian, Sai Praneeth Karimireddy, Jay Pujara
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Text-Based Recommender System that Leverages Explicit Affective State Preferences
Tonmoy Hasan, Razvan Bunescu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation
Yan Li, Tianyi Zhang, Zechuan Li, Caren Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ACING: Actor-Critic for Instruction Learning in Black-Box LLMs
Salma Kharrat, Fares Fourati, Marco Canini
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AFRIDOC-MT: Document-level MT Corpus for African Languages
Jesujoba Oluwadara Alabi, Israel Abebe Azime, Miaoran Zhang, Cristina España-Bonet, Rachel Bawden, Dawei Zhu, David Ifeoluwa Adelani, Clement Oyeleke Odoje, Idris Akinade, Iffat Maab, Davis David, Shamsuddeen Hassan Muhammad, Neo Putini, David O. Ademuyiwa, Andrew Caines, Dietrich Klakow
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AI Chatbots as Professional Service Agents: Developing a Professional Identity
Wenwen Li, Kangwei Shi, Yidong Chai
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AI Knows Where You Are: Exposure, Bias, and Inference in Multimodal Geolocation with KoreaGEO
Xiaonan Wang, Bo Shao, Hansaem Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AI Sees Your Location—But With A Bias Toward The Wealthy World
Jingyuan Huang, Jen-tse Huang, Ziyi Liu, Xiaoyuan Liu, Wenxuan Wang, Jieyu Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · 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
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AIP: Subverting Retrieval-Augmented Generation via Adversarial Instructional Prompt
Saket Sanjeev Chaturvedi, Gaurav Bagwe, Lan Emily Zhang, Xiaoyong Yuan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AIR: Complex Instruction Generation via Automatic Iterative Refinement
Wei Liu, Yancheng He, Yu Li, Hui Huang, Chengwei Hu, Jiaheng Liu, Shilong Li, Wenbo Su, Bo Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval
Zihan Chen, Lei Shi, Weize Wu, Qiji Zhou, Yue Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation
Hyuk Namgoong, Jeesu Jung, Hyeonseok Kang, Yohan Lee, Sangkeun Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport
Zhuo Li, Yuege Feng, Dandan Guo, Jinpeng Hu, Anningzhe Gao, Xiang Wan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs
Xiaopeng Ke, Hexuan Deng, Xuebo Liu, Jun Rao, Zhenxi Song, Jun Yu, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AROMA: Autonomous Rank-one Matrix Adaptation
Hao Nan Sheng, Zhi-Yong Wang, Hing Cheung So, Mingrui Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ASTRA: A Negotiation Agent with Adaptive and Strategic Reasoning via Tool-integrated Action for Dynamic Offer Optimization
Deuksin Kwon, Jiwon Hae, Emma Clift, Daniel Shamsoddini, Jonathan Gratch, Gale Lucas
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AbsVis – Benchmarking How Humans and Vision-Language Models “See” Abstract Concepts in Images
Tarun Tater, Diego Frassinelli, Sabine Schulte im Walde
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models
Vatsal Malaviya, Agneet Chatterjee, Maitreya Patel, Yezhou Yang, Chitta Baral
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence
Yijiong Yu, Wei Wang, Ran Chen, Ji Pei
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Accelerated Test-Time Scaling with Model-Free Speculative Sampling
Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AccessEval: Benchmarking Disability Bias in Large Language Models
Srikant Panda, Amit Agarwal, Hitesh Laxmichand Patel
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ActionStudio: A Lightweight Framework for Data and Training of Large Action Models
Jianguo Zhang, Thai Hoang, Ming Zhu, Zuxin Liu, Shiyu Wang, Tulika Awalgaonkar, Akshara Prabhakar, Haolin Chen, Weiran Yao, Zhiwei Liu, Juntao Tan, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation
Hongxiang Zhang, Hao Chen, Muhao Chen, Tianyi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation
Yilong Lai, Jialong Wu, Zhenglin Wang, Deyu Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender
Weixiang Zhao, Jiahe Guo, Yulin Hu, Yang Deng, An Zhang, Xingyu Sui, Xinyang Han, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AdamS: Momentum Itself Can Be A Normalizer for LLM Pretraining and Post-training
Huishuai Zhang, Bohan Wang, Luoxin Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AdaptThink: Reasoning Models Can Learn When to Think
Jiajie Zhang, Nianyi Lin, Lei Hou, Ling Feng, Juanzi Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Adapting Bias Evaluation to Domain Contexts using Generative Models
Tamara Quiroga, Felipe Bravo-Marquez, Valentin Barriere
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Adaptively profiling models with task elicitation
Davis Brown, Prithvi Balehannina, Helen Jin, Shreya Havaldar, Hamed Hassani, Eric Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm
Zhuo Li, Yuhao Du, Xiaoqi Jiao, Steven Y. Guo, Yuege Feng, Xiang Wan, Anningzhe Gao, Jinpeng Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Addressing Tokenization Inconsistency in Steganography and Watermarking Based on Large Language Models
Ruiyi Yan, Yugo Murawaki
Natural Language Processing
日本大学: 京都大学
2025 · EMNLP
Advancing Arabic Diacritization: Improved Datasets, Benchmarking, and State-of-the-Art Models
Abubakr Mohamed, Hamdy Mubarak
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models
Wei Wang, Zhaowei Li, Qi Xu, Linfeng Li, YiQing Cai, Botian Jiang, Hang Song, Xingcan Hu, Pengyu Wang, Li Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Advancing Oversight Reasoning across Languages for Audit Sycophantic Behaviour via X-Agent
Giulia Pucci, Leonardo Ranaldi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Adversarial Attacks Against Automated Fact-Checking: A Survey
Fanzhen Liu, Sharif Abuadbba, Kristen Moore, Surya Nepal, Cecile Paris, Jia Wu, Jian Yang, Quan Z. Sheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment
Kun Li, Lai Man Po, Hongzheng Yang, Xuyuan Xu, Kangcheng Liu, Yuzhi Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Africa Health Check: Probing Cultural Bias in Medical LLMs
Charles Nimo, Shuheng Liu, Irfan Essa, Michael L. Best
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Agent-as-Judge for Factual Summarization of Long Narratives
Yeonseok Jeong, Minsoo Kim, Seung-won Hwang, Byung-Hak Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models
Younwoo Choi, Changling Li, Yongjin Yang, Zhijing Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AgentPro: Enhancing LLM Agents with Automated Process Supervision
Yuchen Deng, Shichen Fan, Naibo Wang, Xinkui Zhao, See-Kiong Ng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Agentic-R1: Distilled Dual-Strategy Reasoning
Weihua Du, Pranjal Aggarwal, Sean Welleck, Yiming Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment
Mengyu Bu, Shaolei Zhang, Zhongjun He, Hua Wu, Yang Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · 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
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Alignment for Efficient Tool Calling of Large Language Models
Hongshen Xu, Zihan Wang, Zichen Zhu, Lei Pan, Xingyu Chen, Shuai Fan, Lu Chen, Kai Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Alignment with Fill-In-the-Middle for Enhancing Code Generation
Houxing Ren, Zimu Lu, Weikang Shi, Haotian Hou, Yunqiao Yang, Ke Wang, Aojun Zhou, Junting Pan, Mingjie Zhan, Hongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification
Jikai Wang, Zhenxu Tian, Juntao Li, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Baoxing Huai, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning
Caiqi Zhang, Chang Shu, Ehsan Shareghi, Nigel Collier
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens
Siddarth Mamidanna, Daking Rai, Ziyu Yao, Yilun Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time
Junyu Zhang, Runpei Dong, Han Wang, Xuying Ning, Haoran Geng, Peihao Li, Xialin He, Yutong Bai, Jitendra Malik, Saurabh Gupta, Huan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization
Jian Li, Shenglin Yin, Yujia Zhang, Alan Zhao, Xi Chen, Xiaohui Zhou, Pengfei Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AmpleHate: Amplifying the Attention for Versatile Implicit Hate Detection
Yejin Lee, Joonghyuk Hahn, Hyeseon Ahn, Yo-Sub Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries
Sahana Ramnath, Anurag Mudgil, Brihi Joshi, Skyler Hallinan, Xiang Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint
Yi Sun, Han Wang, Jiaqiang Li, Jiacheng Liu, Xiangyu Li, Hao Wen, Yizhen Yuan, Huiwen Zheng, Yan Liang, Yuanchun Li, Yunxin Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation
Shubham Gandhi, Atharva Naik, Yiqing Xie, Carolyn Rose
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
An Interdisciplinary Approach to Human-Centered Machine Translation
Marine Carpuat, Omri Asscher, Kalika Bali, Luisa Bentivogli, Frédéric Blain, Lynne Bowker, Monojit Choudhury, Hal Daumé III, Kevin Duh, Ge Gao, Alvin Grissom II, Marzena Karpinska, Elaine C. Khoong, William D. Lewis, André F. T. Martins, Mary Nurminen, Douglas W. Oard, Maja Popovic, Michel Simard, François Yvon
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
An Orthogonal High-Rank Adaptation for Large Language Models
Xin Zhang, Guang-Ze Chen, Shuzhen Li, Zhulin Liu, C.L.Philip Chen, Tong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation?
Samuel Lewis-Lim, Xingwei Tan, Zhixue Zhao, Nikolaos Aletras
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction
Huanxin Sheng, Xinyi Liu, Hangfeng He, Jieyu Zhao, Jian Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels
Junjie Ye, Yuming Yang, Yang Nan, Shuo Li, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Analyzing values about gendered language reform in LLMs’ revisions
Jules Watson, Xi Wang, Raymond Liu, Suzanne Stevenson, Barend Beekhuizen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AnchorAttention: Difference-Aware Sparse Attention with Stripe Granularity
Yu Zhang, Dong Guo, Fang Wu, Guoliang Zhu, Dian Ding, Yiming Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · 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
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Anecdoctoring: Automated Red-Teaming Across Language and Place
Alejandro Cuevas, Saloni Dash, Bharat Kumar Nayak, Dan Vann, Madeleine I. G. Daepp
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models
Gaifan Zhang, Yi Zhou, Danushka Bollegala
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Answer Convergence as a Signal for Early Stopping in Reasoning
Xin Liu, Lu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · 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
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction
Song Wang, Zhen Tan, Zihan Chen, Shuang Zhou, Tianlong Chen, Jundong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Are Checklists Really Useful for Automatic Evaluation of Generative Tasks?
Momoka Furuhashi, Kouta Nakayama, Takashi Kodama, Saku Sugawara
Natural Language Processing
日本大学: 東北大学 / 東京大学
2025 · EMNLP
Are Generative Models Underconfident? Better Quality Estimation with Boosted Model Probability
Tu Anh Dinh, Jan Niehues
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance
Omer Nahum, Nitay Calderon, Orgad Keller, Idan Szpektor, Roi Reichart
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Are Language Models Consequentialist or Deontological Moral Reasoners?
Keenan Samway, Max Kleiman-Weiner, David Guzman Piedrahita, Rada Mihalcea, Bernhard Schölkopf, Zhijing Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Are Large Language Models Chronically Online Surfers? A Dataset for Chinese Internet Meme Explanation
Yubo Xie, Chenkai Wang, Zongyang Ma, Fahui Miao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ?
Anthony Dubreuil, Antoine Gourru, Christine Largeron, Amine Trabelsi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study
DongGeon Lee, Joonwon Jang, Jihae Jeong, Hwanjo Yu
Natural Language Processing
日本大学: 関与なし（対象大学）