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2022–2026 LIVE

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Natural Language Processing

2026 · 2,222 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。

2026 · ACL
VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training
Dingwei Zhu, Shihan Dou, Zhiheng Xi, Senjie Jin, Guoqiang Zhang, Jiazheng Zhang, Junjie Ye, Mingxu Chai, Enyu Zhou, Ming Zhang, Yuhui Wang, Caishuang Huang, Chenhao Huang, Yunke Zhang, Yuran Wang, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Valid Survey Simulations with Limited Human Data: The Roles of Prompting, Fine-Tuning, and Rectification
Stefan Krsteski, Giuseppe Russo, Serina Chang, Robert West, Kristina Gligorić
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Value of Information: A Framework for Human–Agent Communication
Yijiang River Dong, Tiancheng Hu, Zheng Hui, Caiqi Zhang, Ivan Vulić, Andreea Bobu, Nigel Collier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector Quantization
Dingyu Yao, Chenxu Yang, Zhengyang Tong, Zheng Lin, Wei Liu, Jian Luan, Weiping Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Vector Calligrapher: Generating Scalable Vector Graphics via Structured Linguistic Supervision
Bo Zhou, Xikang Chen, Yan Gong, Yin Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning
Sangkwon Park, Donghun Kang, Jisoo Mok, Sungroh Yoon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking
Mark Rothermel, Marcus Kornmann, Marcus Rohrbach, Anna Rohrbach
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Verifiable LLM-Generated Text Detection via Projected Semantic-Structural Distributions
Ruochong Xiong, Qien Li, Wangwang Lian, Yulong Wan, Hanlin Xue, Zhouxing Tan, Han Yang, Fengyu Lu, Junfei Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing
Wenhao Yuan, Chenchen Lin, Jian Chen, Jinfeng Xu, Xuehe Wang, Edith Cheuk-Han Ngai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VerilogLAVD: LLM-Aided Pattern Generation for Verilog CWE Detection
Xiang Long, Yingjie Xia, Li Kuang, Yao Wan, ZiHao Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios
António Loison, Quentin Macé, Antoine Edy, Victor Xing, Tom Balough, Gabriel de Souza P. Moreira, Bo Liu, Manuel Faysse, Celine Hudelot, Gautier Viaud
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ViLL-E: Video LLM Embeddings for Retrieval
Rohit Gupta, Jayakrishnan Unnikrishnan, Fan Fei, Sheng Liu, Son Tran, Mubarak Shah
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Video-MMMU: Evaluating Knowledge Acquisition from Multidisciplinary Professional Videos
Kairui Hu, Penghao Wu, Fanyi Pu, Wang Xiao, Xiang Yue, Bo Li, Yuanhan Zhang, Ziwei Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VideoCuRL: Video Curriculum Reinforcement Learning with Orthogonal Difficulty Decomposition
Hongbo Jin, Kuanwei Lin, Wenhao Zhang, Yichen Jin, Ge Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VideoPro: Adaptive Program Reasoning for Long Video Understanding
Chenglin Li, Feng Han, Yikun Wang, Ruilin Li, Shuai Dong, Haowen Hou, Haitao Li, Qianglong Chen, Feng Tao, Jingqi Tong, Yin Zhang, Jiaqi Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VideoStir: Understanding Long Videos via Spatio-Temporally Structured and Intent-Aware RAG
Honghao Fu, Miao Xu, Yiwei Wang, Dailing Zhang, Jun Liu, Yujun Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning
Jingkun Ma, Runzhe Zhan, Yang Li, Di Sun, Hou Pong Chan, Lidia S. Chao, Derek F. Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models
Huawei Ji, Yuanhao Sun, Yuan Jin, Cheng Deng, Jiaxin Ding, Luoyi Fu, Xinbing Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VisRet: Visualization Improves Knowledge-Intensive Text-to-Image Retrieval
Di Wu, Yixin Wan, Kai-Wei Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering
Shuliang Liu, Songbo Yang, Dong Fang, Sihang Jia, Yuqi Tang, Lingfeng Su, Ruoshui Peng, Yibo Yan, Xin Zou, Xuming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models
Zhenyu Li, Zuchao Li, Ping Wang, Lefei Zhang, Haojun Ai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Visual Attention Reasoning via Hierarchical Search and Self-Verification
Wei Cai, Jian Zhao, Yuchen Yuan, Tianle Zhang, Ming Zhu, Haichuan Tang, Xuelong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Visual Inception: Compromising Long-term Planning in Agentic Recommenders via Multimodal Memory Poisoning
Jiachen Qian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Visual Self-Fulfilling Alignment: Shaping Safety-Oriented Personas via Threat-Related Images
Qishun Yang, Shu Yang, Lijie Hu, Di Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Visual and Memory–Augmented Soccer Commentary Generation
Haoran Sun, Natthawut Kertkeidkachorn, Kiyoaki Shirai
Natural Language Processing
日本大学: 北陸先端科学技術大学院大学
2026 · ACL
Visually-Guided Policy Optimization for Multimodal Reasoning
Zengbin Wang, Feng Xiong, Liang Lin, Xuecai Hu, Yong Wang, Yanlin Wang, Man Zhang, Xiangxiang Chu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination
Yangneng Chen, Junlin Li, Weijun Yao, Xilai Ma, Guodong DU, Wenya Wang, Jing Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Vocabulary Shapes Cross-Lingual Variation of Word-Order Learnability in Language Models
Jonas Mayer Martins, Jaap Jumelet, Viola Priesemann, Lisa Beinborn
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VoxMind: An End-to-End Agentic Spoken Dialogue System
Tianle Liang, Yifu Chen, Shengpeng Ji, Yijun Chen, Zhiyang Jia, Jingyu Lu, Fan Zhuo, Xueyi Pu, Yangzhuo Li, Zhou Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
WIST: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement
Fangyuan Li, Pengfei Li, Shijie Wang, Junqi Gao, Jianxing Liu, Biqing Qi, Yuqiang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
WSDPO: A Generative Word Sense Disambiguation Framework with Chain-of-Thought and Preference Optimization
Kunpeng Kang, Shuaimin Li, Kaiyuan Zhang, Luyang Zhang, Jiasheng Si, Bing Xu, Kehai Chen, Muyun Yang, Wenpeng Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Wait! There’s a Way Out: A Decision Mechanism for Forecasting Conversational Derailment
Laerdon Kim, Vivian Nguyen, Cristian Danescu-Niculescu-Mizil
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models
Rui Wang, Ce Zhang, Jun-Yu Ma, Jianshu Zhang, Hongru Wang, Yi Chen, Boyang Xue, Tianqing Fang, Zhisong Zhang, Hongming Zhang, Haitao Mi, Dong Yu, Kam-Fai Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
WebClipper: Efficient Evolution of Web Agents with Graph-based Trajectory Pruning
Junjie Wang, Zequn Xie, Dan Yang, Jie Feng, Yue Shen, Duolin Sun, Meixiu Long, Yihan Jiao, Zhehao Tan, Jian Wang, Peng Wei, Jinjie Gu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
WebCoderBench: Benchmarking Web Application Generation with Comprehensive and Interpretable Evaluation Metrics
Chenxu Liu, Yingjie Fu, Wei Yang, Ying Zhang, Tao Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
WebSTAR: Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering
Yifei He, Pranit Chawla, Yaser Souri, Subhojit Som, Xia Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
WebSynthesis: World Model-Guided Monte Carlo Tree Search for Efficient WebAgent Trajectory Synthesis
Yifei Gao, Junhong Ye, Yifan Yang, Jiaqi Wang, Yi Zhang, Zhang Ruichen, Jitao Sang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
WeightLoRA: Keep Only Necessary Adapters
Andrey Veprikov, Vladimir Solodkin, Zyl Alexander, Andrey Savchenko, Aleksandr Beznosikov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
What About the Scene With the Hitler Reference? HAUNT: A Framework to Probe LLMs’ Self-consistency in Closed Domains Via Adversarial Nudge
Arka Dutta, Sujan Dutta, Rijul Magu, Soumyajit Datta, Munmun De Choudhury, Ashiqur R. KhudaBukhsh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
What Deserves Memory: Adaptive Memory Distillation for LLM Agents
Wenquan Ma, Jiayan Nan, WenLong Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
What Do LLMs Learn First? Asymmetric Learning Dynamics of Input Complexity and Output Ambiguity in Preference Alignment
Mengyang Li, Jingwen Wang, Pinlong Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
What Do Prosody and Text Convey? Characterizing How Meaningful Information is Distributed Across Multiple Channels
Aditya Yadavalli, Tiago Pimentel, Tamar I Regev, Ethan Gotlieb Wilcox, Alex Warstadt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
What Does LLM Refinement Actually Improve? A Systematic Study on Document-Level Literary Translation
Shaomu Tan, Dawei Zhu, Ke Tran, Michael Denkowski, Sony Trenous, Leonardo F. R. Ribeiro, Bill Byrne, Felix Hieber
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
What If Consensus Lies? Selective-Complementary Reinforcement Learning at Test Time
Dong Yan, Jian Liang, Yanbo Wang, Shuo Lu, Ran He, Tieniu Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective
Guangzeng Han, Xiaolei Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
What Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context
Zhongyu Ouyang, Qianlong Wen, Chunhui Zhang, Yanfang Ye, Soroush Vosoughi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
What Makes a Good Curriculum? Disentangling the Effects of Data Ordering on LLM Mathematical Reasoning
Yaning Jia, Chunhui Zhang, Xingjian Diao, Xiangchi Yuan, Zhongyu Ouyang, Chiyu Ma, Soroush Vosoughi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
What Makes an Ideal Quote? Recommending “Unexpected yet Rational” Quotations via Novelty
Powei Chang, Jin Xiao, Guanglei Yue, Qianyu He, Yanghua Xiao, Deqing Yang, Jiaqing Liang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
What is a protest anyway? Codebook conceptualization is still a first-order concern in LLM-era classification
Andrew Halterman, Katherine A. Keith
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
What’s Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews
Fanxiao Li, Jiaying Wu, Tingchao Fu, Dayang Li, Herun Wan, Wei Zhou, Min-Yen Kan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When "Correct" Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents?
Yibo Peng, James Song, Lei Li, Xinyu Yang, Mihai Christodorescu, Ravi Mangal, Corina S. Pasareanu, Haizhong Zheng, Beidi Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Agents Look the Same: Quantifying Distillation-Induced Similarity in Tool-Use Behaviors
Chenghao Yang, Yuning Zhang, Zhoufutu Wen, Tao Gong, Jiaheng Liu, Qi Chu, Nenghai Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Background Matters: Breaking Medical Vision Language Models by Transferable Attack
Akash Ghosh, Subhadip Baidya, Sriparna Saha, Xiuying Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Benchmarks Leak: Inference-Time Decontamination for LLMs
Jianzhe Chai, YU Zhe, Jun Sakuma
Natural Language Processing
日本大学: 東京科学大学
2026 · ACL
When Bigger Isn’t Better: A Comprehensive Fairness Evaluation of Political Bias in Multi-News Summarisation
Nannan Huang, Iffat Maab, Junichi Yamagishi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure
Boyu Xiao, Xiuqi Tian, Xuwen Song, Haochun Wang, Guanchun Song, Sendong Zhao, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Does Language Matter? Multilingual Instructions Reveal Step-wise Language Sensitivity in Vision-Language-Action Models
Xuan Dong, Zhe Han, Tianhao Niu, Qingfu Zhu, Wanxiang Che
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Does Mixing Help? Analyzing Query Embedding Interpolation in Multilingual Dense Retrieval
Tongyao Zhu, Huang Chao Ming, Min-Yen Kan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Efficiency Becomes a Vulnerability: Computational Cost Attacks on WebAgents
Liang-Bo Ning, Yuchen Zhu, Heqing Huang, Xin Wang, Yi Chang, Li Qing, Wenqi Fan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models
Xiaoxiao Ma, Kuofeng Gao, Zeyi Lu, Wenxi Jiang, Hao Fang, Hao Wu, Bin Chen, Shu-Tao Xia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When High Accuracy Hides Poor Calibration: Rethinking Confidence Evaluation in Transformer-Based Text Classification with Balanced Brier Score
Guilherme Fonseca, Gabriel Prenassi, Washington Cunha, Leonardo Chaves Dutra da Rocha, Marcos André Gonçalves
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning
Hyeong Kyu Choi, Jerry Zhu, Sharon Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning
Yang Xiang, Yixin Ji, Ruotao Xu, Dan Qiao, Zheming Yang, Juntao Li, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When KV Cache Reuse Fails in Multi-Agent Systems: Cross-Candidate Interaction is Crucial for LLM Judges
Sichu Liang, Zhenglin Wang, Chujiajia, Pengfei Xia, Hui Zang, Deyu Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors
Yuqing Yang, Qi Zhu, Zhen Han, Boran Han, Zhengyuan Shen, Shuai Wang, Vassilis N. Ioannidis, Huzefa Rangwala
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Misinformation Speaks and Converses: Rethinking Fact-Checking in Audio Platforms
Chaewan Chun, Delvin Ce Zhang, Dongwon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Morphology Hides in Plain Sight: Breaking the Isolation in Vietnamese and Beyond
Anh Trac Duc Dinh, Khang Hoang Nhat Vo, Tai Tien Ta, Vinh Cong Doan, Tho Quan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When One LLM Drools, Multi-LLM Collaboration Rules
Shangbin Feng, Wenxuan Ding, Alisa Liu, Zifeng Wang, Weijia Shi, Yike Wang, Shannon Zejiang Shen, Xiaochuang Han, Hunter Lang, Chen-Yu Lee, Tomas Pfister, Yejin Choi, Yulia Tsvetkov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Personalization Legitimizes Risks: Uncovering Safety Vulnerabilities in Personalized Dialogue Agents
Jiahe Guo, Xiangran Guo, Yulin Hu, Zimo Long, Xingyu Sui, Xuda Zhi, Yongbo Huang, Hao He, Weixiang Zhao, Yanyan Zhao, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection
Lang Gao, Xuhui Li, Chenxi Wang, Mingzhe Li, Wei Liu, Zirui Song, Jinghui Zhang, Rui Yan, Preslav Nakov, Xiuying Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs
Hongcheng Liu, Pingjie Wang, Yuhao Wang, Siqu Ou, Yanfeng Wang, Yu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models
Francesco Ortu, Zhijing Jin, Diego Doimo, Alberto Cazzaniga
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When TableQA Meets Noise: A Dual Denoising Framework for Complex Questions and Large-scale Tables
Shenghao Ye, Yu Guo, Dong Jin, Yuxiang Wang, Yikai Shen, Yunpeng Hou, Shuangwu Chen, Jianyang, Xiaofeng Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When Vision-Language Models Judge Without Seeing: Exposing Informativeness Bias
Xiaohan Zou, Roshan Sridhar, Mohammadtaher Safarzadeh, Dan Roth
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
When in Doubt, Consult: Expert Debate for Sexism Detection via Confidence-Based Routing
Anwar Alajmi, Gabriele Pergola
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Where Paths Split: Localized, Calibrated Control of Moral Reasoning in Large Language Models
Chenchen Yuan, Zheyu Zhang, Gjergji Kasneci
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation
Dongding Lin, Jian Wang, Yongqi Li, Wenjie Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Where the Cat Sat: A Multilingual Framework for Spatial Language Understanding
Demian Inostroza, Ekaterina Vylomova, Charles Kemp, Mae Carroll, Wanchun Li, Meladel Mistica
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
Yuming Yang, Mingyoung Lai, Wanxu Zhao, Xiaoran Fan, Zhiheng Xi, Mingqi Wu, Chiyue Huang, Jun Zhao, Haijun Lv, Jian Tong, Yunhua Zhou, Yicheng Zou, Qipeng Guo, Tao Gui, Qi Zhang, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Who Plays Which Role When? Communication Role Dynamics for Peer Recognition and Team Performance Prediction
Yifan Song, Wenxuan Wendy Shi, Brian Bailey, Tal August
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Who Wrote This Line? Evaluating the Detection of LLM-Generated Classical Chinese Poetry
Jiang Li, Tian Lan, Shanshan Wang, Dongxing Zhang, Dianqing Lin, Guanglai Gao, Derek F. Wong, Xiangdong Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Whose Facts Win? LLM Source Preferences under Knowledge Conflicts
Jakob Schuster, Vagrant Gautam, Katja Markert
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Why Are We Moral? An LLM-based Agent Simulation Approach to the Study of Moral Evolution
Zhou Ziheng, Huacong Tang, Mingjie Bi, Wanying He, Fang Sun, Yizhou Sun, Ying Nian Wu, Demetri Terzopoulos, Yipeng Kang, Fangwei Zhong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Why Do Emotions Change? Appraisal-Guided Reasoning for Emotion–Cause Triplet Extraction in Conversations
Qiao Liang, Ying Shen, Yao Liu, Tiantian Chen, Lin Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Why Do LLM-based Web Agents Fail? A Hierarchical Planning Perspective
Mohamed Aghzal, Gregory J. Stein, Ziyu Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Why Do More Experts Fail? A Theoretical Analysis of Model Merging
Zijing Wang, Xingle Xu, YongKang Liu, Yiqun Zhang, Peiqin Lin, Shi Feng, Daling Wang, Xiaocui Yang, Hinrich Schuetze
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Why Does Reinforcement Learning Generalize? A Feature-Level Mechanistic Study of Post-Training in Large Language Models
Dan Shi, Zhuowen Han, Simon Ostermann, Renren Jin, Josef van Genabith, Deyi Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
Lei Hsiung, Tianyu Pang, Yung-Chen Tang, Linyue Song, Tsung-Yi Ho, Pin-Yu Chen, Yaoqing Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations
Shanghao Li, Jinda Han, Yibo Wang, Yuanjie Zhu, Zihe Song, Langzhou He, Kenan Kamel A Alghythee, Philip S. Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Why Mean Pooling Works: Quantifying Second-Order Collapse in Text Embeddings
Tomomasa Hara, Hiroto Kurita, Masaaki Imaizumi [京都大学] [東京大学], Kentaro Inui, Sho Yokoi
Natural Language Processing
日本大学: 京都大学 / 東北大学 / 東京大学
2026 · ACL
Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks
Yu Wang, Sharon Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics
Ziwen Xu, Chenyan WU, Hengyu Sun, Haiwen Hong, Mengru Wang, Yunzhi Yao, Longtao Huang, Hui Xue, Shumin Deng, Zhixuan Chu, Huajun Chen, Ningyu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models
Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback
Taiwei Shi, Zhuoer Wang, Longqi Yang, Ying-Chun Lin, Zexue He, Mengting Wan, Pei Zhou, Sujay Kumar Jauhar, Sihao Chen, Shan Xia, Hongfei Zhang, Jieyu Zhao, Xiaofeng Xu, Xia Song, Jennifer Neville
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
WildReward: Learning Reward Models from In-the-Wild Human Interactions
Hao Peng, Yunjia Qi, Xiaozhi Wang, Zijun Yao, Lei Hou, Juanzi Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Would LLMs be Good Historical Linguists and Chinese Dialect Learners?
Yicheng Liu, Shumin Shi, Youchao Zhou, Xingchen Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning
Xuanyu Lei, Chenliang Li, Yuning Wu, Kaiming Liu, Weizhou Shen, Peng Li, Ming Yan, Fei Huang, Ya-Qin Zhang, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
XMark: Reliable Multi-Bit Watermarking for LLM-Generated Texts
Jiahao Xu, Rui Hu, Olivera Kotevska, Zikai Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
XOXO: Stealthy Cross-Origin Context Poisoning Attacks against AI Coding Assistants
Adam Štorek, Mukur Gupta, Noopur Bhatt, Aditya Gupta, Janie Kim, Prashast Srivastava, Suman Jana
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
XToM: Exploring the Multilingual Theory of Mind for Large Language Models
Chunkit Chan, Yauwai Yim, Hongchuan Zeng, Zhiying Zou, Xinyuan Cheng, Zhifan Sun, Zheye Deng, Kawai Chung, Yuzhuo Ao, Fan Yixiang, Cheng Jiayang, Ercong Nie, Ginny Wong, Helmut Schmid, Hinrich Schuetze, Simon See, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）