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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
TRN-R1-Zero: Text-rich Network Reasoning via LLMs with Reinforcement Learning Only
Yilun Liu, Ruihong Qiu, Zi Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards
Xiqiao Xiong, Ouxiang Li, Zhuo Liu, Moxin Li, Wentao Shi, Fengbin Zhu, Qifan Wang, Fuli Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TabEmb: Joint Semantic-Structure Embedding for Table Annotation
Ehsan Hoseinzade, Ke Wang, Anandharaju Durai Raju
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TabReX: Tabular Referenceless eXplainable Evaluation
Tejas Anvekar, Junha Park, Aparna Garimella, Vivek Gupta
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation
Wei Zhou, Bolei Ma, Annemarie Friedrich, Mohsen Mesgar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Tackling the Root of Misinformation by Teaching Laypeople about Logical Fallacies via Socratic Questioning and Critical Argumentation
Minjing Shi, Junling Wang, Jingwei Ni, Sankalan Pal Chowdhury, Mrinmaya Sachan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TagSpeech: End-to-End Multi-Speaker ASR and Diarization with Fine-Grained Temporal Grounding
Mingyue Huo, Yiwen Shao, Yuheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Tailored Primitive Initialization is the Secret Key to Reinforcement Learning
Yihang Yao, Guangtao Zeng, Raina Wu, Yang Zhang, Ding Zhao, Zhang-Wei Hong, Chuang Gan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction
Tao Wu, Jingyuan Chen, Wang Lin, Jian Zhan, Mengze Li, Fangzhou Jin, Min Zhang, Kun Kuang, Fei Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TalkLoRA: Communication-Aware Mixture of Low-Rank Adaptation for Large Language Models
Lin Mu, Haiyang Wang, Li Ni, Lei Sang, Zhize Wu, Peiquan Jin, Yiwen Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Talking to a Know-It-All GPT or a Second-Guesser Claude? How Repair reveals distinct Multi-Turn Behavior in LLMs
Clara Lachenmaier, Hannah Bultmann, Sina Zarrieß
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TamEdit: Trajectory-Aware Meta-Learning for Specificity-Preserving Continual Knowledge Editing
Shiqiang Tian, Cheng Ding, Qin Chen, Jie Zhou, Liang He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Taming "Zombie" Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution
Taolin Zhang, Pukun Zhao, Qizhou Chen, Jiuheng Wan, Chen Chen, Xiaofeng He, Chengyu Wang, Richang Hong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment
Bobo Li, Rui Wu, Zibo Ji, Meishan Zhang, Hao Fei, Min Zhang, Mong-Li Lee, Wynne Hsu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Kernel Faults
Zhenhao Zhou, Zhuochen Huang, Yike He, Chong Wang, Jiajun Wang, Yijian Wu, Xin Peng, Yiling Lou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios
Hui Liu, Bin Zou, Kecheng Chen, Jie Liu, Wenya Wang, Haoliang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TaxPraBen: A Scalable Benchmark for Structured Evaluation of LLMs in Chinese Real-World Tax Practice
Gang Hu, Yating Chen, Haiyan Ding, Wang Gao, Huang Jiajia, Min Peng, Qianqian Xie, Kun Yue
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TeCES: Collaborative Geometric Knowledge Representation Framework under Evolving Fact Snapshots
Jiujiang Guo, Zhengliang Guo, Kai Wang, Meiyang Wang, Dehua Peng, Shaozu Yuan, Chengyin Hu, Shuan Ai, Yiwei Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models
Yuxuan Gu, Wuyang Zhou, Giorgos Iacovides, Danilo Mandic
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling
Pankayaraj Pathmanathan, Furong Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Teaching LLMs Human-Like Editing of Inappropriate Argumentation via Reinforcement Learning
Timon Ziegenbein, Maja Stahl, Henning Wachsmuth
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Teaching Language Models to Check Grounded Claim Factuality with Human Test-Taking Strategies
Yuxuan Ye, Raul Santos-Rodriguez, Edwin Simpson
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs
Wu Li, Yigeng Zhou, Zesheng Shi, Yequan Wang, Min Zhang, Jing Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TeamFusion: Supporting Open-ended Teamwork with Multi-Agent Systems
Jiale Liu, Victor Bursztyn, Lin Ai, Haoliang Wang, Sunav Choudhary, Saayan Mitra, Qingyun Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses
Chongyuan Dai, Yaling Shen, Zihan Gao, Jia Li, Yishun Jiang, Yaxiong Wang, Liu Liu, Zongyuan Ge, Jinpeng Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Ted-Tok: Maintaining an Evolving Vocabulary for Lifelong Learning
Jiameng Huang, Zhi Zhang, Zhenyu He, Jiacheng Sun, Di He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TellWhisper: Tell Whisper Who Speaks When
Yifan Hu, Peiji Yang, Zhisheng Wang, Yicheng Zhong, Rui Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning
Zhaoyan Gong, Zhiqiang Liu, Songze Li, Xiaoke Guo, Yuanxiang Liu, Xinle Deng, Zhizhen Liu, Lei Liang, Huajun Chen, Wen Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Template-assisted Contrastive Learning of Task-oriented Dialogue Sentence Embeddings
Minsik Oh, Jiwei Li, Guoyin Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Temporal Evidence Chain for Temporal Knowledge Graph Question Answering with Large Language Models
Shihao Liu, Xiaofei Zhou, Bo Wang, Geyuan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Temporal Precision Matters: Brain-Tuning Speech Language Models with Millisecond-Resolution Neural Signals
Zhejun Zhang, Wenqing Zhou, Haozhe Xu, Lin Zhang, Lei Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Temporal Sampling for Forgotten Reasoning in LLMs
Yuetai Li, Zhangchen Xu, Fengqing Jiang, Bhaskar Ramasubramanian, Luyao Niu, Bill Yuchen Lin, Xiang Yue, Radha Poovendran
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TensorLens: End-to-End Transformer Analysis via High-Order Attention Tensors
Ido Andrew Atad, Itamar Zimerman, Shahar Katz, Lior Wolf
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Test of Time: Rethinking Temporal Signal of Benchmark Contamination
Terry Jingchen Zhang, Gopal Dev, Ning Wang, Max Obreiter, Punya Syon Pandey, Keenan Samway, Wenyuan Jiang, Yinya Huang, Bernhard Schölkopf, Mrinmaya Sachan, Zhijing Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TexOCR: Advancing Document OCR Models for Compilable Page-to-LaTeX Reconstruction
Chengye Wang, Lin Fu, Zexi Kuang, Yilun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation
Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Chen Chen, Dongjie Wang, Zijun Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Text-Guided Multi-Scale Frequency Representation Adaptation
Weicai Yan, Xinhua Ma, Wang Lin, Tao Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context
Yilun Zhu, Yuan Zhuang, Nikhita Vedula, Dushyanta Dhyani, Shaoyuan Xu, Mohsen Bayati, Bryan Wang, Shervin Malmasi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Text2Tabular – Reconstructing Tabular Research Data from Scientific Publications
Jonas Gottal, Florian Matthes
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models
Woody Haosheng Gan, Deqing Fu, Julian Asilis, Ollie Liu, Vatsal Sharan, Robin Jia, Willie Neiswanger
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP
Sheriff Issaka, Keyi Wang, Yinka Ajibola, Oluwatumininu Samuel-Ipaye, Zhaoyi Zhang, Nicte Aguillon Jimenez, Evans Kofi Agyei, Abraham Lin, Rohan Ramachandran, Sadick Abdul Mumin, Faith Nchifor, Mohammed Shuraim Issah, Erick Rosas Gonzalez, Lieqi Liu, Sylvester Kpei, Jemimah Kusi Osei, Carlene Ajeneza, Persis Boateng, Prisca Adwoa Dufie Yeboah, Saadia Gabriel
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Bidirectional Process Reward Model
Lingyin Zhang, Jun Gao, Xiaoxue Ren, Ziqiang Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check
Qingyu Lu, Liang Ding, Kanjian Zhang, Jinxia Zhang, Dacheng Tao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents
Weihao Xuan, Qingcheng Zeng, Heli Qi, Yunze Xiao, Junjue Wang, Naoto Yokoya
Natural Language Processing
日本大学: 東京大学 / 早稲田大学
2026 · ACL
The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness
Yueheng Mao, Min Yu, Gengwang Li, Jianguo Jiang, Gang Li, Meng Zhang, Zhen Xu, Weiqing Huang, Ming Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models
Linqing Chen, Hanmeng Zhong, Wentao Wu, Peng Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis
Zihao Wei, Liang Pang, Jiahao Liu, Wenjie Shi, Jingcheng Deng, Shicheng Xu, Zenghao Duan, Jingang Wang, Fei Sun, Huawei Shen, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations
Pierre-Antoine Lequeu, Léo Labat, Laurène Cave, Gaël Lejeune, François Yvon, Benjamin Piwowarski
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models
Yilun Liu, Chunguang Zhao, Mengyao Piao, Lingqi Miao, Shimin Tao, Minggui HE, Chenxin Liu, Zhang Li, Mahongxia, Jiaxin Guo, Chen Liu, Liqun Deng, Jiansheng Wei, Xiaojun Meng, Fanyi Du, Daimeng Wei, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models
Yan Wang, Yitao Xu, Nanhan Shen, Jinyan Su, Jimin Huang, Zining Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Imperfective Paradox in Large Language Models
Bolei Ma, Yusuke Miyao
Natural Language Processing
日本大学: 東京大学
2026 · ACL
The Paradox of Outcome Optimization: A Causal Information-Theoretic Bound on Reasoning Shortcuts in LLMs
Zihan Chen, Yiming Zhang, Wenxiang Geng, Zenghui Ding, Yining Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Path Not Taken: Duality in Reasoning about Program Execution
Eshgin Hasanov, Md Mahadi Hassan Sibat, Santu Karmaker, Aashish Yadavally
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Pitfalls of KV Cache Compression
Alex Chen, Renato Geh, Aditya Grover, Guy Van Den Broeck, Daniel Mingyi Israel
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Prosody of Emojis
Giulio Zhou, Tsz Kin Lam, Alexandra Birch, Barry Haddow
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Proxy Presumption: From Semantic Embeddings to Valid Social Measures
Baishi Li, Ta Yu, Kelvin J.L. Koa, Ke-Wei Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Reasoning Trap: How Enhancing LLM Reasoning Amplifies Tool Hallucination
Chenlong Yin, Zeyang Sha, Shiwen Cui, Changhua Meng, Zechao Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Retrieval Bottleneck: Scaling Laws for Reinforcement Learning in RAG
Shu Zhou, Jinman Leng, Yufei Song, Xin Wang, Tao Fan, Hao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Role of Mixed-Language Documents for Multilingual Large Language Model Pretraining
Jiandong Shao, Raphael Tang, Crystina Zhang, Karin Sevegnani, Pontus Stenetorp, Jianfei Yang, Yao Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Side Effects of Being Smart: Safety Risks in MLLMs’ Multi-Image Reasoning
Renmiao Chen, Yida Lu, Shiyao Cui, Xuan Ouyang, Victor Shea-Jay Huang, Shumin Zhang, Chengwei Pan, Han Qiu, Minlie Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Stackelberg Speaker: Optimizing Persuasive Communication in Social Deduction Games
Zhang Zheng, Deheng Ye, Peilin Zhao, Hao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Subjectivity of Respect in Police Traffic Stops: Modeling Community Perspectives in Body-Worn Camera Footage
Preni Golazizian, Elnaz Rahmati, Jackson Trager, Zhivar Sourati, Nona Ghazizadeh, Georgios Chochlakis, Jose J. Alcocer, Kerby Bennett, Aarya Vijay Devnani, Parsa Hejabi, Harry G. Muttram, Akshay Kiran Padte, Mehrshad Saadatinia, Chenhao Wu, Alireza Salkhordeh Ziabari, Michael Sierra-Arévalo, Nicholas Weller, Shrikanth Narayanan, Benjamin A.T. Graham, Morteza Dehghani
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The Visual Iconicity Challenge: Evaluating Vision-Language Models on Sign Language Form–Meaning Mapping
Onur Keleş, Asli Ozyurek, Gerardo Ortega, Kadir Gökgöz, Esam Ghaleb
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
The “Knowledge–Behavior Gap” in Cultural Taboo Safety of Large Language Models
Ying He, Sihang Jiang, Xingzhou Chen, Zhouhong Gu, Yiwei Gu, Minggui HE, Shimin Tao, Mahongxia, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Theory-optimal Quantization Based on Flatness
Xiusheng Huang, Zhe Li, Xuanwu Yin, Lu Wang, Yequan Wang, Dong Li, Emad Barsoum, Kang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Thermometer of Thoughts: Enhancing LLM’s Exploration via Attention Temperature Modulation
Zhiyuan Yu, Shijian Xiao, Cam-Tu Nguyen, Zhangyue Yin, Lekai Xing, Wenzhong Li, Sanglu Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility
Zikang Liu, Peilan Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Think Better, Not Longer: Token-Level Marginal Utility for Efficient Reasoning in Large Reasoning Models
Jiawei Li, Yang Gao, Huashan Sun, Chong Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding
Fan Liu, Yanhao Wang, Min Zhang, Zhikang Chen, Zeyuan Li, Lewei He, Jiahui Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models
Yongjiang Liu, Haoxi Li, Xiaosong Ma, Jie Zhang, Song Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning
Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Kaiyu Huang, Yufeng Chen, Xu Jinan, Jie Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation
Jinliang Liu, Jiale Bai, Shaoning Zeng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Think before Go: Hierarchical Reasoning for Image-goal Navigation
Pengna Li, Kangyi Wu, Shaoqing Xu, Fang Li, Lin Zhao, Long Chen, Zhi-Xin Yang, Nanning Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Think in Latent Thoughts: A New Paradigm for Gloss-Free Sign Language Translation
Yiyang Jiang, Li Zhang, Xiao-Yong Wei, Li Qing
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Think in Sentences: Explicit Sentence Boundaries Enhance Language Model’s Capabilities
Zhichen Liu, Yongyuan Li, Yang Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ThinkPersona: Thinking with Persona Graphs for Faithful Individualized Role-Playing
Yichen Cai, Pei Chen, Jiayang Li, Jingya Guo, Zejian Li, Changyuan Yang, Lingyun Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Thinking Alignment of Scenario-Oriented User Simulation
Xiaoting Wu, Yi Huang, Chunyang Gao, Mengfei Guo, Jingyu Yao, Junlan Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Thinking beyond the anthropomorphic paradigm benefits LLM research
Lujain Ibrahim, Myra Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Thinking in Schemas: Robust Syllogistic Reasoning in LLMs
Federico Ranaldi, Leonardo Ranaldi, Fabio Massimo Zanzotto, Shay B Cohen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning
Siyuan Gan, Jiaheng Liu, Boyan Wang, Tianpei Yang, Runqing Miao, Yuyao Zhang, Fanyu Meng, Junlan Feng, Linjian Meng, Jing Huo, Yang Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ThreadSumm: Summarization of Nested Discourse Threads Using Tree of Thoughts
Olubusayo Olabisi, Ekata Mitra, Ameeta Agrawal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Threshold Differential Attention for Sink-Free, Ultra-Sparse, and Non-Dispersive Language Modeling
Xingyue Huang, Xueying Ding, Mingxuan Ju, Yozen Liu, Neil Shah, Tong Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding
Shunqi Mao, Chaoyi Zhang, Weidong Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TiKMiX: Efficient Semi-Dynamic Data Mixture via Data Influence for LLM Pre-training
Yifan Wang, Binbinliu, Fengze Liu, Yuanfan Guo, Jiyao Deng, Xuecheng Wu, Weidong Zhou, Xiaohuan Zhou, Taifeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TimeSAF: Towards LLM-Guided Semantic Asynchronous Fusion for Time Series Forecasting
Fan Zhang, Shiming Fan, Hua Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Timely Machine: Awareness of Time Makes Test-Time Scaling Agentic
Yichuan Ma, Linyang Li, Yongkang Chen, Peiji Li, Xiaozhe Li, Qipeng Guo, Dahua Lin, Kai Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Tiny Scales, Great Challenges: The Limits of Multimodal LLMs in Scale Recognition
Jihang Jin, Ronghao Chen, Hao Zhang, Ziyan Liu, Huacan Wang, Qi Ye, Jingping Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles
Yirong Zeng, Yufei Liu, Xiao Ding, Yutai Hou, Yuxian Wang, Wu Ning, Haonan Song, Dandan Tu, Qixun Zhang, Yuxiang He, Bibo Cai, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
To Judge or Not to Judge: Can Large Language Models Leverage the Dispute Focus in Legal Judgment?
Luoming Hu, Liang Yang, Jingjie Zeng, Zijie Xing
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
To Lie or Not to Lie? Investigating The Biased Spread of Global Lies by LLMs
Zohaib Khan, Mustafa Dogan, Ifeoma Okoh, Pouya Sadeghi, Siddhartha Shrestha, Sergius Justus Chesami Nyah, Mahmoud O. Mokhiamar, Michael J Ryan, Tarek Naous
Natural Language Processing
日本大学: 筑波大学
2026 · ACL
To Think or Not to Think: The Hidden Cost of Meta-Training with Excessive CoT Examples
Vignesh Kothapalli, Ata Fatahibaarzi, Hamed Firooz, Maziar Sanjabi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ToMMeR - Efficient Entity Mention Detection from Large Language Models
Victor Morand, Nadi Tomeh, Josiane Mothe, Benjamin Piwowarski
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar
Yinxi Li, Yuntian Deng, Pengyu Nie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via sequence-level likelihood
Xingyu Lin, Yilin Wen, Du Su, En Wang, Wenbin Liu, Zhonghou Lv, Jinchang Hou, Chenfu Bao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs
Sibo Xiao, Fu Jinyuan, Zhongle Xie, Lidan Shou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
Zhong-Zhi Li, Xiao Liang, Zihao Tang, Lei Ji, Peijie Wang, Haotian Xu, Xing W, Haizhen Huang, Weiwei Deng, Yeyun Gong, Zhijiang Guo, Xiao Liu, Fei Yin, Cheng-Lin Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Too Nice to Tell the Truth: Quantifying Agreeableness-Driven Sycophancy in Role-Playing Language Models
Arya Shah, Deepali Mishra, Chaklam Silpasuwanchai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution
Shouzheng Huang, Meishan Zhang, Baotian Hu, Min Zhang
Natural Language Processing
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