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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
Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement
Qimin Zhong, Hao Liao, Haiming Qin, Mingyang Zhou, Rui Mao, Wei Chen, Naipeng Chao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Toward Robust Evaluation for Multilingual Grammatical Error Correction: Can Large Language Models Replace Human References?
Alla Rozovskaya, Dan Roth
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Toward Robust In-Context Learning: Leveraging Out-of-distribution Proxies for Target Inaccessible Demonstration Retrieval
Hao Xu, Rite Bo, Fausto Giunchiglia, Yingji Li, Rui Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Toward Secure Tuning: Mitigating Security Risks from Instruction Fine-Tuning
Yanrui Du, Fenglei Fan, Sendong Zhao, Jiawei Cao, Ming Ma, Danyang Zhao, Shuren Qi, Ting Liu, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards A Scanpath-Conditioned Surprisal Theory: Modeling Reader Information States
Michael Mooney, Edmond S. L. Ho
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising
Fan Li, Yu Gu, Zhigang Wang, Fangling Leng, Zhenghao Liu, Ge Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach
Dongqi Huang, Tong Zhou, Zhuoran Jin, Shenghui Shi, Maoyujiao, Kang Liu, Jun Zhao, Yubo Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Fast and Accurate Modeling for Cross-Lingual Label Projection
Thang Le, Huy Huu Nguyen, Anh Tuan Luu, Thamar Solorio, Thien Huu Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training
Yifan Yang, Bing Han, Hui Wang, Wei Wang, Ziyang Ma, Long Zhou, Zengrui Jin, Guanrou Yang, Tianrui Wang, Xu Tan, Xie Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion
Shunian Chen, Xinyuan Xie, Zheshu Chen, Owen Lee, Liyan Zhao, Zhan Su, Qilin Sun, Benyou Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph
Lirong Gao, Zewei Yu, Zhongrui Yin, Qi Zhang, Yuke Zhu, Bo Zheng, Haobo Wang, Junbo Zhao, Gang Chen, Sheng Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Intrinsic Interpretability of Large Language Models: A Survey of Design Principles and Architectures
Yutong Gao, Qinglin Meng, Yuan Zhou, Liangming Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Mitigating Modality Bias in Vision-Language Models for Temporal Action Localization
Jiaqi Li, Guangming Wang, Shuntian Zheng, Minzhe Ni, Xiaoman Lu, Guanghui Ye, Yu Guan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization
Xu Chu, Guanyu Wang, Zhijie Tan, Xinrong Chen, Ziyu Li, Tong Mo, Weiping Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Privacy-Preserving Large Language Model: Text-free Inference Through Alignment and Adaptation
Jeongho Yoon, Chanhee Park, Yongchan Chun, Hyeonseok Moon, Heuiseok Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning
Houxing Ren, Mingjie Zhan, Zimu Lu, Ke Wang, Yunqiao Yang, Haotian Hou, Hongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression
Dahyun Jung, Jaewook Lee, Heuiseok Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts
Di Zhang, Xun Wu, Shaohan Huang, Lingjie Jiang, Yaru Hao, Li Dong, Zewen Chi, Zhifang Sui, Furu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards Trustworthy Smart Contract Synthesis: A Multi-Agent Framework with Lean-Based Verification
Bowei Zhang, Hanbing Liu, Qixin Tian, Siyu Chen, Ziyuan Wang, Qi Qi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures
Yi Hu, Jiaqi Gu, Ruxin Wang, Zijun Yao, Hao Peng, Xiaobao Wu, Jianhui Chen, Muhan Zhang, Liangming Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Tracing Logit Trajectories Across Layer Depth: Dataset-Level Explainability for Language Models
Jeesu Jung, Sangkeun Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs
Yu Li, Xiaoran Shang, Qizhi Pei, Yun Zhu, Xin Gao, Honglin Lin, Zhanping Zhong, Zhuoshi Pan, Zheng Liu, Xiaoyang Wang, Conghui He, Dahua Lin, Feng Zhao, Lijun Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Traffic-R1: Reinforced LLMs Bring Human-Like Reasoning to Traffic Signal Control Systems
Xingchen Zou, Yuhao Yang, Zheng Chen, Xixuan Hao, Yiqi Chen, Chao Huang, Yuxuan Liang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability
Xiao Liang, Zhong-Zhi Li, Zhenghao Lin, Eric Hanchen Jiang, Hengyuan Zhang, Yelong Shen, Kai-Wei Chang, Ying Nian Wu, Yeyun Gong, Weizhu Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Trait Activation in Silicon: A Situation-Aware Framework for Psychologically Grounded Role-Playing
Zuolong Li, Pingyu Wu, Xianwen Huang, Tianyi Wei, Wenbo Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Trajectory Signatures of Deception in Large Language Models
Viraaji Mothukuri, Reza M. Parizi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents
Ziyi Wang, Yuxuan Lu, Yimeng Zhang, Pei Chen, Ziwei Dong, Jing Huang, Jiri Gesi, Xianfeng Tang, Chen Luo, Qun Liu, Yisi Sang, Hanqing Lu, Manling Li, Jin Lai, Dakuo Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TransLLM: A Unified Multi-Task Large Language Model for Urban Transportation via Learnable Prompting
Jiaming Leng, Yunying Bi, Chuan Qin, Zhenya Huang, Bing Yin, Haojie Ren, Yanyong Zhang, Chao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Translation with Thought: Difficulty-Adaptive Reasoning via Reinforcement Learning for Multi-Domain Machine Translation
Yongshi Ye, Biao Fu, Chongxuan Huang, Yidong Chen, Xiaodong Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TrendFact: A Benchmark Towards Hotspot Perception in Automatic Fact-Checking
Xiaocheng Zhang, Xi Wang, Yifei Lu, Jianing Wang, Zhuangzhuang Ye, Mengjiao Bao, Peng Yan, Xiaohong Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs
Ziyi Wang, Chen Zhang, Wenjun Peng, Qi Wu, Xinyu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TriPlay-RL: Tri-Role Self-Play Reinforcement Learning for LLM Safety Alignment
Zhewen Tan, Wenhan Yu, Jianfeng Si, Tongxin Liu, Kaiqi Guan, Huiyan Jin, Jiawen Tao, Xiaokun Yuan, Xiangzheng Zhang, Duohe Ma, Tong Yang, Lin Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Triviality Corrected Endogenous Reward
Xinda Wang, Zhengxu Hou, Yangshijie Zhang, Yanbingren, Jialin Liu, ChenZhuo Zhao, Zhibo Yang, Bin-Bin Yang, Feng Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Trust Within? Seek Beyond? Knowledge Boundary Aware Policy Optimization for Agentic Search
Tao Feng, Xinke Jiang, Xinyan Hu, Yonggang Zhang, Zhen Tao, Wentao Zhang, Boyang Liu, Wenhao Jiang, Chao Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TrustTable: A Neuro-Symbolic Auditing Framework for Faithful Table QA
Guangzhen Zhao, Dechang Kong, Tongyu Wu, Zhenjiang Dong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning
Hamed Damirchi, Imezadelajara, Ehsan Abbasnejad, Afshar Shamsi, Zhen Zhang, Javen Qinfeng Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies
Xudong Shen, li Yuan, Ye Chen, Xin Wu, Yi Cai, Zhiyong Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Turning Failures into Value: Negative Experience Replay for RLVR via Confidence Gating and Boundary Failure Sampling
Jialiang Guo, Fucheng Xiong, Xu He, Haodong Zhao, Xingyang li, Ke Zeng, Xunliang Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TwiUSD: A Benchmark Dataset and Structure-Aware LLM Framework for User Stance Detection
Fuqiang Niu, Zini Chen, Zhiyu Xie, Hu Huang, Qing Liao, Qianlong Wang, Genan Dai, Bowen Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations
Wen Luo, Guangyue Peng, Wei Li, Shaohang Wei, Feifan Song, Liang Wang, Nan Yang, Xingxing Zhang, Jing Jin, Furu Wei, Houfeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Two Streams, One Sarcasm: Orthogonal Expert Tuning for Holistic Multimodal Sarcasm Understanding
Diandian Guo, Cong Cao, Fangfang Yuan, Pin Xu, Cheng Hu, Zhicheng Zhang, Yu Liu, Yanbing Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Two-Stage Regularization-Based Structured Pruning for LLMs
Mingkuan Feng, Jinyang Wu, Siyuan Liu, Shuai Zhang, Hongjian Fang, Ruihan Jin, Feihu Che, Pengpeng Shao, Zhengqi Wen, Jianhua Tao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Typology-Aware Multilingual Morphosyntactic Parsing with Joint Abstract Node Modeling
Kutay Acar, Gülşen Eryiğit
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization
Zhengxi Lu, Fei Tang, Guangyi Liu, Jin Ma, Kaitao Song, Xu Tan, Wenqi Zhang, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UMMF: Protecting Copyright of Large Vision-Language Models through Unlearning-based Multimodal Memorization Fingerprint
Xiaofan Zheng, Xinghao Wang, Xiaojun Wan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UMPIRE: Unveiling LLM-generated Posts via Redundant Expressions
Xiaoquan Yi, Haixing Wu, Haozhao Wang, Yichen Li, Yuhua Li, Rui Zhang, Ruixuan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents
Yifan Ji, Zhipeng Xu, Zhenghao Liu, Zulong Chen, Qian Zhang, Zhibo Yang, Junyang Lin, Yu Gu, Ge Yu, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UPDESH: Synthesizing Grounded Instruction Tuning Data for 13 Indic Languages
Pranjal A Chitale, Varun Gumma, Sanchit Ahuja, Prashant Kodali, Manan Uppadhyay, Deepthi Sudharsan, Sunayana Sitaram
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UR^2 : Unify RAG and Reasoning through Reinforcement Learning
Weitao Li, Boran Xiang, Xiaolong Wang, Jingyi Ren, Ante Wang, Zhinan Gou, Weizhi Ma, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
USB: A COMPREHENSIVE AND UNIFIED SAFETY EVALUATION BENCHMARK FOR MULTIMODAL LARGE LANGUAGE MODELS
Baolin Zheng, Guanlin Chen, Qingyang Teng, Hongqiong Zhong, Yingshui Tan, Zhendong Liu, Weixun Wang, Jiaheng Liu, Jian Yang, Huiyun Jing, Jincheng Wei, Wenbo Su, Xiaoyong Zhu, Bo Zheng, Kaifu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities
Changdae Oh, Seongheon Park, To Eun Kim, Jiatong Li, Wendi Li, Samuel Yeh, Sean Du, Hamed Hassani, Paul Bogdan, Dawn Song, Sharon Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Uncertainty-Aware Routing for Principled Alignment with MoE Dynamics
Yilong Chen, Junyuan Shang, Yuchen Feng, Zhenyu Zhang, Naibin Gu, Ziqi Wang, Tingwen Liu, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Uncertainty-Aware Test-Time Search for Optimization Problem Solving
Linlin Yu, Xujiang Zhao, Dong Li, Yanchi Liu, Wei Cheng, Zhengzhang Chen, Chen Zhao, Feng Chen, Haifeng Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Uncovering Intervention Opportunities for Suicide Prevention with Language Model Assistants
Jaspreet Ranjit, Hyundong Justin Cho, Claire J. Smerdon, Yoonsoo Nam, Myles Phung, Jonathan May, John R. Blosnich, Swabha Swayamdipta
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Uncovering Sentiment Analysis Circuit in Large Language Model
Shichen Li, Zhouyang Wang, Zhongqing Wang, Peifeng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Uncovering Temporal Framing in the News
Tarek Mahmoud, Veronika Solopova, Premtim Sahitaj, Ariana Sahitaj, Max Upravitelev, Mervat Abassy, Hana Fatima Shaikh, Neda Foroutan, Vera Schmitt, Preslav Nakov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Understanding Emergent Misalignment via Feature Superposition Geometry
Gouki Minegishi, Hiroki Furuta, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo
Natural Language Processing
日本大学: 東京大学
2026 · ACL
Understanding LLM Performance Degradation in Multi-Instance Processing: The Roles of Instance Count and Context Length
Jingxuan Chen, Mohammad Taher Pilehvar, Jose Camacho-Collados
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Understanding Structured Financial Data with LLMs: A Case Study on Fraud Detection
Xuwei Tan, Yao Ma, Xueru Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Understanding and Mitigating Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks
Miaomiao Li, Hao Chen, Yang Wang, Tingyuan Zhu, Weijia Zhang, Kaijie Zhu, Kam-Fai Wong, Jindong Wang
Natural Language Processing
日本大学: 東京科学大学
2026 · ACL
Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models
Jiayi Zhang, Shu Yang, Junchao Wu, Derek F. Wong, Di Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Understanding or Memorizing? A Case Study of German Definite Articles in Language Models
Jonathan Drechsel, Erisa Bytyqi, Steffen Herbold
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Understanding the Behaviors of Environment-aware Information Retrieval
Ruifeng Yuan, Chaohao Yuan, David Dai, Yu Rong, Hong Cheng, Hou Pong Chan, Chenghao Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Understanding the Prompt Sensitivity
Yang Liu, Chenhui Chu
Natural Language Processing
日本大学: 京都大学
2026 · ACL
Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark
Kai Zou, Ziqi Huang, Yuhao Dong, Shulin Tian, Dian Zheng, Hongbo Liu, Jingwen He, Bin Liu, Yu Qiao, Ziwei Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision
Zhen Fang, Ruiyan Han, XinYu Sun, Yuchen Ma, Ziheng Wang, Yu Zeng, Zehui Chen, Lin Chen, Wenxuan Huang, Wei-Jie Xu, Yi Cao, Feng Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data
Han Weng, Zhou Liu, Yuanfeng Song, Xiaoming Yin, Xing Chen, Wentao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity Mixture-of-Experts
Zhenyu Liu, Yunxin Li, Xuanyu Zhang, Qixun Teng, Shenyuan Jiang, Xinyu Chen, Haoyuan Shi, Haolan Chen, Fanbo Meng, Mingjun Zhao, Yu Xu, Yancheng He, Baotian Hu, Haizhou Li, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UniSRM: A Unified Speech Reward Model for Reasoning-Based Fine-grained Assessment
Yuanyuan Wang, Dongchao Yang, Yayue Deng, Zhiyong Wu, Steven Y. Guo, Helen M. Meng, Xixin Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UniSonate: A Unified Model for Speech, Music, and Sound Effect Generation with Text Instructions
Chunyu Qiang, Xiaopeng Wang, Kang Yin, Yuzhe Liang, Yuxin Guo, Teng Ma, Ziyu Zhang, Tianrui Wang, Cheng Gong, Yushen Chen, Ruibo Fu, Longbiao Wang, Jianwu Dang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UniSpec: Training-Free Speculative Decoding for Robust LLM Acceleration Across Languages and Hardware
Truong Dinh Do, Nguyen-Khang Le, Le-Minh Nguyen
Natural Language Processing
日本大学: 北陸先端科学技術大学院大学
2026 · ACL
UniVocal: Unified Speech-Singing Code-Switching Synthesis
YuFei Shi, Qian Chen, Wen Wang, Xiangang Li, Zhen-Hua Ling, Yang Ai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Unified Thinker: A General Reasoning Core for Image Generation
Sashuai Zhou, Qiang Zhou, Jijin Hu, Hanqing Yang, Yue Cao, Junpeng Ma, Yinchao Ma, Jun Song, Tiezheng Ge, Cheng Yu, Bo Zheng, Zhou Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Union-of-Experts: Neurons in Mixture-of-Experts are Secretly Routers
Songhao Wu, Ang Lv, Ruobing Xie, Samm Sun, Di Wang, Rui Yan, Yankai Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities
Woongyeong Yeo, Kangsan Kim, Soyeong Jeong, Jinheon Baek, Sung Ju Hwang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Unlearners Can Lie: Evaluating and Improving Honesty in LLM Unlearning
Renjie Gu, Jiazhen Du, Yihua Zhang, Sijia Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Unleashing Spatial Reasoning in Multimodal Large Language Models via Textual Representation Guided Reasoning
Jiacheng Hua, Yishu Yin, Yuhang Wu, Tai Wang, Yifei Huang, Miao Liu
Natural Language Processing
日本大学: 東京大学
2026 · ACL
Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text
Zhihao Xu, Rumei Li, Jiahuan Li, Rongxiang Weng, Jingang Wang, Xunliang Cai, Xiting Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering
Qiming Li, Xiaocheng Feng, Yixuan Ma, Ruihan Chen, Zihe Tong, Zekai Ye, Xiachong Feng, Libo Qin, Haoyu Ren, Kun Chen, Yunfei Lu, Dandan Tu, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention
Shuochen Chang, Tong Bai, Xiaofeng Zhang, Qianli Ma, Qingyang Liu, Zhaohe Liao, Yibo Miao, Li Niu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Unlocking the Potential of Diffusion Language Models through Template Infilling
Junhoo Lee, Seungyeon Kim, Nojun Kwak
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Unveiling the Limits of Large Language Models in Inferring Pragmatic Meaning from Non-Verbal Responses
Sugyeong Eo, Heuiseok Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Unveiling the Unknown: Open-Set Entity Typing via Two-Stage Generation
Hu Chen, Binhan Yang, Wei Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
UrbanGeoEval: A City-Scale Benchmark for Evaluating Large Language Models in Geospatial Reasoning
Mutian Bao, Qiuyi Qi, Tian Liang, Jinjian Zhang, Wei Zhou, Ming Kong, Linjian Mo, Qiang Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
User Perceptions vs. Proxy LLM Judges: Privacy and Helpfulness in LLM Responses to Privacy-Sensitive Scenarios
Xiaoyuan Wu, Roshni Kaushik, Wenkai Li, Lujo Bauer, Koichi Onoue
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Using Perspectival Words Is Harder Than Vocabulary Words for Humans —and Even More So for Multimodal Language Models
Dota Tianai Dong, Yifan Luo, Po-Ya Angela Wang, Asli Ozyurek, Paula Rubio-Fernandez
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation
Weiqing Luo, Zongye Hu, Xiao Wang, Zhiyuan Yu, Haofeng Zhang, Ziyi Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VALU: A Benchmark for Video Anomaly Temporal Localization and Understanding at Multiple Semantic Levels
Yixiao He, Menghao Zhang, Haifeng Sun, Jing Wang, Kangheng Lin, Jinghan Wang, Chenye Xu, Pengfei Ren, Qi Qi, Jingyu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VAPO: End-to-end Slide-Enhanced Speech Recognition with Omni-modal Large Language Models
Rui Hu, Delai Qiu, Yining Wang, Shengping Liu, Jitao Sang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VC-Inspector: Advancing Reference-free Evaluation of Video Captions with Factual Analysis
Shubhashis Roy Dipta, Tz-Ying Wu, Subarna Tripathi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VCORE: Variance-Controlled Optimization-based Reweighting for Chain-of-Thought Supervision
Xuan Gong, Senmiao Wang, Hanbo Huang, Ruoyu Sun, Shiyu Liang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation
Yixia Li, Yaqing Shi, Zhiwen Ruan, Dongdong Zhang, Lingjie Jiang, Shaohan Huang, Yun Chen, Guanhua Chen, Furu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck
Feiran Zhang, Yixin Wu, Zhenghua Wang, Xiaohua Wang, Changze Lv, Xuanjing Huang, Xiaoqing Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VIGIL: Defending LLM Agents Against Tool-Stream Injection via Verify-Before-Commit
Junda Lin, Zhaomeng Zhou, Zhi Zheng, Shuochen Liu, Tong Xu, Yong Chen, Enhong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VIGNETTE: Socially Grounded Bias Evaluation for Vision-Language Models
Chahat Raj, Bowen Wei, Aylin Caliskan, Antonios Anastasopoulos, Ziwei Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VISTA: Verification In Sequential Turn-based Assessment
Ashley Lewis, Andrew Perrault, Eric Fosler-Lussier, Michael White
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning
Wenyi Xiao, Xinchi XU, Leilei Gan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VLN-MME: Diagnosing MLLMs as Language-guided Visual Navigation Agents
Xunyi Zhao, Gengze Zhou, Qi Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VLN-NF: Feasibility-Aware Vision-and-Language Navigation with False-Premise Instructions
Hung-Ting Su, Ting-Jun Wang, Jia-Fong Yeh, Min Sun, Winston H. Hsu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
VOYAGER: A Training Free Approach for Generating Diverse Datasets using LLMs
Avinash Amballa, Yashas Malur Saidutta, Chi-Heng Lin, Vivek Kulkarni, Srinivas Chappidi
Natural Language Processing
日本大学: 関与なし（対象大学）