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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
Agentic Rubrics as Contextual Verifiers for SWE Agents
Mohit Raghavendra, Anisha Gunjal, Bing Liu, Yunzhong He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Agentic Very Long Video Understanding
Aniket Rege, Arka Sadhu, Yuliang Li, Kejie Li, Ramya Korlakai Vinayak, Yuning Chai, Yong Jae Lee, Hyo Jin Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMs
Abdellah EL Mekki, Samar M. Magdy, Houdaifa Atou, Ruwa AbuHweidi, Baraah Qawasmeh, Omer Nacar, Thikra Al-hibiri, Razan Saadie, Hamzah A. Alsayadi, Nadia Ghezaiel Hammouda, Alshima Mohammed Alkhazimi, Aya Hamod, Al-Yas Yaqoob Al-Ghafri, Wesam El-Sayed, Asila Ismail al Sharji, Mohamad Ballout, Anas Belfathi, Karim Ghaddar, Serry Sibaee, Alaa Aoun, Aeej Mohammed Aseri, Lina Abureesh, Ahlam Bashiti, Majdal Yousef, Abdulaziz Hafiz, Yehdih Mohamed, Emira Hamedtou, Brakehe Emehah, Rahaf Alhamouri, Youssef Nafea, Aya El Aatar, Walid Al-Dhabyani, Emhemed S. Hamed, Sara Shatnawi, Fakhraddin Alwajih, Khalid Elkhidir, Ashwag Alasmari, Abdurrahman Gerrio, Omar Said Alshahri, AbdelRahim A. Elmadany, Ismail Berrada, Amir Azad Adli Al-kathiri, Fadi Zaraket, Mustafa Jarrar, Yahya Mohamed EL Hadj, Hassan Alhuzali, Muhammad Abdul-Mageed
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AlignCultura: Towards Culturally Aligned Large Language Models?
Gautam Siddharth Kashyap, Mark Dras, Usman Naseem
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AlignUSER: Human-Aligned LLM Agents via World Models for Recommender System Evaluation
Nicolas Bougie, Gian Maria Marconi, Xiaotong Ye, Narimawa Watanabe
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Aligned Multi-View Scripts for Universal Chart-to-Code Generation
Zhihan Zhang, Lizi Liao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling
Jiaxuan Wang, Yulan Hu, Wenjin Yang, Zheng Pan, Xin Li, Lan-Zhe Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Aligning Backchannel and Dialogue Context Representations via Contrastive LLM Fine-Tuning
Livia Qian, Gabriel Skantze
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Aligning Language Models with Real-time Knowledge Editing
Chenming Tang, Yutong Yang, Kexue Wang, Yunfang Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Aligning Large Language Models via Fully Self-Synthetic Data
Shangjian Yin, Zhepei Wei, Xinyu Zhu, Wei-Lin Chen, Yu Meng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
All Changes May Have Invariant Principles: Improving Ever-Shifting Harmful Meme Detection via Design Concept Reproduction
Ziyou Jiang, Mingyang Li, Junjie Wang, Yuekai Huang, Jie Huang, Zhiyuan Chang, Zhaoyang Li, Qing Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
All Languages Matter: Understanding and Mitigating Language Bias in Multilingual RAG
Dan Wang, Guozhao Mo, Yafei Shi, Cheng Zhang, Bo Zheng, Boxi Cao, Xuanang Chen, Yaojie Lu, Hongyu Lin, Ben He, Xianpei Han, Le Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection
Yuechen Jiang, Zhiwei Liu, Yupeng Cao, Yueru He, Ziyang Xu, Chen Xu, Zhiyang Deng, Prayag Tiwari, Xi Chen, Alejandro Lopez-Lira, Jimin Huang, Junichi Tsujii, Sophia Ananiadou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Alloc-MoE: Budget-Aware Expert Activation Allocation for Efficient Mixture-of-Experts Inference
Baihui Liu, Kaiyuan Tian, Wei Wang, Zhaoning Zhang, Linbo Qiao, Dongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AlphaContext: An Evolutionary Tree-based Psychometric Context Generator for Creativity Assessment
Yixuan Wang, Yue Huang, Hong Qian, Yunzhao Wei, Yifei Ding, Wenkai Wang, Zhi Liu, Zhongjing Huang, Aimin Zhou, Jiajun Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Amadeus: Autoregressive Model with Bidirectional Attribute Modelling for Symbolic Music
Hongju Su, Ke Li, Lan Yang, Honggang Zhang, Yi-Zhe Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Among Us: Language of Conspiracy Theorists on Mainstream Reddit
Francesco Corso, Giuseppe Russo, Francesco Pierri, Gianmarco De Francisci Morales
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration Systems
Ziyuan Yang, Wenxuan Ding, Shangbin Feng, Yulia Tsvetkov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
An Existence Proof for Neural Language Models That Can Explain Garden-Path Effects via Surprisal
Ryo Yoshida, Shinnosuke Isono, Taiga Someya, Yohei Oseki, Tatsuki Kuribayashi
Natural Language Processing
日本大学: 東京大学
2026 · ACL
An Experimental Study on the Influence of Culture on Cross-Lingual Sentiment Transfer
Ahao Liu, Haitong Yang, Wang Chuanrong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
An Exploration of Mamba for Speech Self-Supervised Models
Tzu-Quan Lin, Heng-Cheng Kuo, Tzu-Chieh Wei, Hsi-Chun Cheng, Chun Wei Chen, Hsien-Fu Hsiao, Yu Tsao, Hung-yi Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
An Information-Theoretic Foundation for the Subregular Hierarchy
Mai Phan Quoc Hung, Khanh Nguyen Quoc, Đoàn Minh Luong, Duong Thu Ngan, Duong Thi Phuong Thao, Tuan Do
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Analytical FFN-to-MoE Restructuring via Activation Pattern Analysis
Zehua Pei, Hui-Ling Zhen, Lancheng Zou, Xianzhi Yu, Wulong Liu, Sinno Jialin Pan, Mingxuan Yuan, Bei Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Analyzing and Internalizing Complex Policy Documents for LLM Agents
Jiateng Liu, Zhenhailong Wang, Xiaojiang Huang, Yingjie Li, Xiang Li, Chenlei Guo, Xing Fan, Ruhi Sarikaya, Heng Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Anchor: Branch-Point Data Generation for GUI Agents
Jinbiao Wei, Yilun Zhao, Kangqi Ni, Arman Cohan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation
Rui Qian, Chuanhang Deng, Qiang Huang, Jian Xiong, Mingxuan Li, Yingbo Zhou, Wei Zhai, Jintao Chen, Dejing Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Anchored Sliding Window: Toward Robust and Imperceptible Linguistic Steganography
Ruiyi Yan, Shiao Meng, Yugo Murawaki
Natural Language Processing
日本大学: 京都大学
2026 · ACL
Anchoring the Affective Manifold: Learning Canonical and Disentangled Representations via Generative Cross-Modal Alignment
Weibin Li, Jintao Cheng, Xiaoyu Tang, Chi Man Vong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Anchoring the Cache: Mitigating Contextual Hallucination in KV-Compressed Long-Context Summarization
Yu Fu, Chen Luo, Josef Valvoda, Xin Zhang, Xuejing Lei, Xiao Pan, Hui Liu, Yue Dong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Android Coach: Improve Online Agentic Training Efficiency with Single State Multiple Actions
Guo Gan, Yuxuan Ding, Cong Chen, Yuwei Ren, Yin Huang, Hong Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Annotating Dimensions of Social Perception in Text: A Sentence-Level Dataset of Warmth and Competence
Mutaz Ayesh, Saif M. Mohammad, Nedjma Ousidhoum
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Answering the Wrong Question: Reasoning Trace Inversion for Abstention in LLMs
Abinitha Gourabathina, Inkit Padhi, Manish Nagireddy, Subhajit Chaudhury, Prasanna Sattigeri
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models
Wei Wu, Liyi Chen, Congxi Xiao, Tianfu Wang, Qimeng Wang, Chengqiang Lu, Yan Gao, Yiwu, Yao Hu, Hui Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Apertus: Democratizing Open and Compliant LLMs for Global Language Environments
Alejandro Hernández-Cano, Alexander Hägele, Allen Hao Huang, Angelika Romanou, Antoni-Joan Solergibert, Barna Pásztor, Bettina Messmer, Dhia Garbaya, Eduard Frank Ďurech, Ido Hakimi, Juan Garcia Giraldo, Mete Ismayilzada, Negar Foroutan, Skander Moalla, Tiancheng Chen, Vinko Sabolčec, Yixuan Xu, Michael Aerni, Badr AlKhamissi, Inés Altemir Marinas, Mohammad Hossein Amani, Matin Ansaripour, Ilia Badanin, Harold Benoit, Emanuela Boros, Nicholas John Browning, Fabian Bösch, Maximilian Böther, Niklas Canova, Camille Challier, Clément Charmillot, Jonathan Coles, Jan Milan Deriu, Arnout Devos, Lukas Drescher, Daniil Dzenhaliou, Maud Ehrmann, Dongyang Fan, Simin Fan, Silin Gao, Miguel Gila, María Grandury, Diba Hashemi, Alexander Miserlis Hoyle, Jiaming Jiang, Mark Klein, Andrei Kucharavy, Anastasiia Kucherenko, Frederike Lübeck, Roman Machacek, Theofilos Ioannis Manitaras, Andreas Marfurt, Kyle Matoba, Simon Matrenok, Henrique Mendonça, Fawzi Roberto Mohamed, Syrielle Montariol, Luca Mouchel, Sven Najem-Meyer, Jingwei Ni, Gennaro Oliva, Matteo Pagliardini, Elia Palme, Andrei Panferov, Léo Paoletti, Marco Passerini, Ivan Pavlov, Auguste Poiroux, Kaustubh Ponkshe, Nathan Ranchin, Javier Rando, Mathieu Sauser, Jakhongir Saydaliev, Mukhammadali Sayfiddinov, Marian Schneider, Stefano Schuppli, Marco Scialanga, Andrei Semenov, Kumar Shridhar, Raghav Singhal, Anna Sotnikova, Alexander Sternfeld, Ayush Kumar Tarun, Paul Teiletche, Jannis Vamvas, Xiaozhe Yao, Hao Zhao, Alexander Ilic, Ana Klimovic, Andreas Krause, Caglar Gulcehre, David Rosenthal, Elliott Ash, Florian Tramèr, Joost VandeVondele, Livio Veraldi, Martin Rajman, Thomas C. Schulthess, Torsten Hoefler, Antoine Bosselut, Martin Jaggi, Imanol Schlag
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AraVQA: Building a New Arabic Factoid Visual Question Answering Dataset from Wikipedia
Sultan Alrowili, Younes Samih, Abed Alhakim Freihat, Mathan Kumar Eswaran
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Are Emotion and Rhetoric Neurons in LLM? Neuron Recognition and Adaptive Masking for Emotion-Rhetoric Prediction Steering
Li Zheng, Xin Zhang, Shuyi He, Fei Li, Chong Teng, Jiang-Ming Yang, Donghong Ji, Zhuang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Are LLMs Reliable Rankers? Rank Manipulation via Two-Stage Token Optimization
Tiancheng Xing, Jerry Li, Yixuan Du, Xiyang Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods
Chenfei Liao, Wensong Wang, Zichen Wen, Xu Zheng, Yiyu Wang, Haocong He, Yuanhuiyi Lyu, Lutao Jiang, Xin Zou, Yuqian Fu, Bin Ren, Linfeng Zhang, Xuming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Are they lovers or friends? Evaluating LLMs’ Social Reasoning in English and Korean Dialogues
Eunsu Kim, Junyeong Park, Juhyun Oh, Kiwoong Park, Seyoung Song, A. Seza Doğruöz, Alice Oh, Najoung Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Arg-LLaDA: Argument Summarization via Large Language Diffusion Models and Sufficiency-Aware Refinement
Hao Li, Yizheng Sun, Viktor Schlegel, Kailai Yang, Riza Batista-Navarro, Goran Nenadic
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ArgGenBench: Benchmarking the Complex Controlled Argument Generation Capability of Large Language Models
Bojun Jin, Jianzhu Bao, Yang Sun, Yice Zhang, Ruifeng Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Arguments that Alter Minds: LLM Rationales Sway Human (and LLM) Notions of Plausibility
Shramay Palta, Peter A. Rankel, Sarah Wiegreffe, Rachel Rudinger
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models
Jiahuan Zhang, Shunwen Bai, Tianheng Wang, KaiWen Guo, Zijia Song, Hanqing WU, Guozheng Rao, Kai Han, Kaicheng Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Assessing the Belief Consistency of Large Language Models on the Logical Conversation Process
Tomoki Tsujimura, Matīss Rikters, Masaki Asada, Shusaku Egami, Tatsuya Ishigaki, Ken Yano, Hiroya Takamura
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Attention Basin: Why Contextual Position Matters in Large Language Models
Zihao Yi, Zhenqing Ling, Delong Zeng, Haohao Luo, Zhe Xu, Wei Liu, Jian Luan, Wanxia Cao, Ying Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Attention Weights as an Indicator: Analyzing and Improving Document Utilization in Retrieval-Augmented Generation
Jing Jin, Yuhan Song, Wen Luo, Houfeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Attention as Selector: Unlocking VLM Attention for Long Document Page Retrieval
Minfeng Zhu, Linxin Bao, Wei Chen, Linchao Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs
Shenglai Zeng, Tianqi Zheng, Chuan Tian, Dante Everaert, Yau-Shian Wang, Yupin Huang, Michael J. Morais, Rohit Patki, Jinjin Tian, Xinnan Dai, Kai Guo, Monica Xiao Cheng, Hui Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AttnPO: Attention-Guided Process Supervision for Efficient Reasoning
Shuaiyi Nie, Dingsiyu, Wenyuan Zhang, Linhao Yu, Tianmeng Yang, Yao Chen, Weichong Yin, Yu Sun, Hua Wu, Tingwen Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Attribution, Citation, and Quotation: A Survey of Evidence-based Text Generation with Large Language Models
Tobias Schreieder, Tim Schopf, Michael Färber
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models
Zirui Song, Qian Jiang, Mingxuan Cui, Mingzhe Li, Lang Gao, Zeyu Zhang, Zixiang Xu, Yanbo Wang, Guangxian Ouyang, Zhenhao Chen, Xiuying Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Audio MultiChallenge: A Multi-Turn Evaluation of Spoken Dialogue Systems on Natural Human Interaction
Advait Gosai, Tyler Vuong, Utkarsh Tyagi, Steven Li, Wenjia You, Miheer Bavare, Arda Uçar, Zhongwang Fang, Brian Jang, Bing Liu, Yunzhong He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models
Zhiqing Cui, Binwu Wang, Qingxiang Liu, Yeqiang Wang, Zhengyang Zhou, Yuxuan Liang, Yang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Author-in-the-Loop Response Generation and Evaluation: Integrating Author Expertise and Intent in Responses to Peer Review
Qian Ruan, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Authorship Attribution in Multilingual Machine-Generated Texts
Lucio La Cava, Dominik Macko, Robert Moro, Ivan Srba, Andrea Tagarelli
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction
Hong Ting Tsang, Jiaxin Bai, Haoyu Huang, Qiao Xiao, Tianshi Zheng, Baixuan Xu, Shujie Liu, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs
Xuanwen Ding, Chengjun Pan, Zejun Li, Jiwen Zhang, Siyuan Wang, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AutoRAN: Automated Hijacking of Safety Reasoning in Large Reasoning Models
Jiacheng Liang, Tanqiu Jiang, Yuhui Wang, Rongyi Zhu, Fenglong Ma, Ting Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage
Xuanle Zhao, Zilin Sang, Yuxuan Li, Qi Shi, Weilun Zhao, Shuo Wang, Duzhen Zhang, Xu Han, Zhiyuan Liu, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
Jiaxin Bai, Wei Fan, Qi Hu, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiao Zhou, Feng Qin, Tianshi Zheng, Xi Peng, Xin Yao, Huiwen Yang, Leijie Wu, JI Yi, Gong Zhang, Renhai Chen, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs
Qingqing Lyu, Linjuan Wu, Yongliang Shen, Hengwei Liu, Hao Li, Shengpei Jiang, Yin Zhang, Weiming Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Automated Creativity Evaluation of Language Models Across Open-Ended Tasks
Tan Min Sen, Zachary Choy Kit Chun, Syed Ali Redha Alsagoff, Nadya Yuki Wangsajaya, Banerjee Mohor, Swaagat Bikash Saikia, Alvin Chan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Automatic Correction of Writing Anomalies in Hausa Texts
Ahmad Mustapha Wali, Sergiu Nisioi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Automatic and Reliable Evaluation for Academic Caption-to-Figure Generation with LMMs
Guanghui Ye, Huan Zhao, Qin Zhu, Fengnan Li, Jiaqi Li, Yixian Shen, Zhonghao Ren, Zhihua Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Autonomous Knowledge Graph Exploration with Adaptive Breadth-Depth Retrieval
Joaquin Polonuer, Lucas Vittor, Iñaki Arango, Ayush Noori, David A. Clifton, Luciano Del Corro, Marinka Zitnik
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Awakening Dormant Experts:Counterfactual Routing to Mitigate MoE Hallucinations
Wentao Hu, Yanbo Zhai, Xiaohui Hu, Mingkuan Zhao, Shanhong yu, Xue Liu, Kaidong Yu, Shuangyong Song, Xuelong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AwarenessBench: Assessing Cognitive Capabilities of Language Models
Xiaojian Li, Rongwu Xu, Tianyun Zhang, Yue Wang, Shuo Chen, Qiner Lyu, Briana Zhang, Peiran Yang, Kyle Xue Chen, Haoyuan Shi, Yu Wang, Wei Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BEFT: Bias-Efficient Fine-Tuning of Language Models in Low-Data Regimes
Baichuan Huang, Ananth Balashankar, Amir Aminifar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BOSCH: Black-Box Binary Optimization for Short-Context Attention-Head Selection in LLMs
Abbas Ghaddar, Ivan Kobyzev, Boxing Chen, Yufei Cui
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook
Hao Gu, Lujun Li, Hao Wang, Lei Wang, Zheyu Wang, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Sirui Han, Yike Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BWLA: Breaking the Barrier of W1AX Post-Training Quantization for LLMs
Zhixiong Zhao, Zukang Xu, Dawei Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Backdoor Collapse: Eliminating Unknown Threats Via Known Backdoor Aggregation In Language Models
Liang Lin, Miao Yu, Moayad Aloqaily, Zhenhong Zhou, Kun Wang, Linsey Pang, Prakhar Mehrotra, Qingsong Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Backdoors in RLVR: Jailbreak Backdoors in LLMs From Verifiable Reward
Weiyang Guo, Zesheng Shi, Zeen Zhu, Yuan Zhou, Min Zhang, Jing Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BadScientist: Can a Research Agent Write Convincing but Unsound Papers that Fool LLM Reviewers?
Fengqing Jiang, Yichen Feng, Yuetai Li, Luyao Niu, Basel Alomair, Radha Poovendran
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BanHADEX: Towards Explainable HAte Speech Detection in Bangla Using Human Annotated EXplanation
Faisal Hossain Raquib, Akm Moshiur Rahman Mazumder, Md Fahim, Md Tahmid Hasan Fuad, Md Farhan Ishmam, Faria Sultana, M Ashraful Amin, Amin Ahsan Ali, Akmmahbubur Rahman
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BaseCal: Unsupervised Confidence Calibration via Base Model Signals
Hexiang Tan, Wanli Yang, Junwei Zhang, Xin Chen, Rui Tang, Du Su, Jingang Wang, Yuanzhuo Wang, Fei Sun, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs
Yue Wang, Ruotian Ma, Xingyu Chen, Zhengliang Shi, Morunliu Yang, Wanshun Chen, Huang Liu, Jiadi Yao, Xin He, Qu Yang, Qingxuan Jiang, Fanghua Ye, Juntao Li, Zhaopeng Tu, Xiaolong Li, Liefeng Bo, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Bayesian Social Deduction with Graph-Informed Language Models
Shahab Rahimirad, Guven Gergerli, Lucia Romero, Angela Qian, Matthew Lyle Olson, Simon Stepputtis, Joseph Campbell
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Behavior Knowledge Merge in Reinforced Agentic Models
Xiangchi Yuan, Dachuan Shi, Chunhui Zhang, Zheyuan Liu, Shenglong Yao, Soroush Vosoughi, Wenke Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Believing without Seeing: Quality Scores for Contextualizing Vision-Language Model Explanations
Keyu He, Tejas Srinivasan, Brihi Joshi, Xiang Ren, Jesse Thomason, Swabha Swayamdipta
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BenchMarker: An Education-Inspired Toolkit for Highlighting Flaws in Multiple-Choice Benchmarks
Nishant Balepur, Bhavya Rajasekaran, Hyunjin Jane Oh, Michael Xie, Atrey Desai, Vipul Gupta, Steven James Moore, Eunsol Choi, Rachel Rudinger, Jordan Lee Boyd-Graber
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Benchmarking Deflection and Hallucination in Large Vision-Language Models
Nicholas Moratelli, Christopher Davis, Leonardo F. R. Ribeiro, Bill Byrne, Gonzalo Iglesias
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models
Shaonan Liu, Guo Yu, Xiaoling Luo, Shiyi Zheng, Jie Liu, Wenting Chen, Linlin Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Benchmarking Fine-Grained Error Detection in Multimodal Reasoning
Chi-Min Chan, Han Zhu, Chunyang Jiang, Jiaming Ji, Juntao Dai, Wei Xue, Sirui Han, Yike Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Benchmarking LLM’s Capability in Reasoning over Conflicting Web References
Yizhen Yuan, Rui Kong, Dongze Li, Yuanchun Li, Yunxin Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Benchmarking Large Vision-Language Models on CFMME: A Comprehensive Chinese Financial Multimodal Evaluation Dataset
Qian Chen, Xianyin Zhang, Yanzhi Liu, Lifan Guo, Feng Chen, Chi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Benchmarking Post-Training Quantization of Large Language Models under Microscaling Floating Point Formats
Manyi Zhang, Ji-Fu Li, Zhongao Sun, Haoli Bai, Hui-Ling Zhen, Zhenhua Dong, Xianzhi Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Benchmarking Web Agent Safety under E-commerce Deceptive Interfaces
Zijing Shi, Meng Fang, Ling Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Benchmarking and Enabling Efficient Chinese Medical Retrieval via Asymmetric Encoders
Angqing Jiang, Jianlyu Chen, Zhefang, Yongcan Wang, Xinpeng Li, Keyu Ding, Defu Lian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Benchmarking and Learning Real-World Customer Service Dialogue
Tianhong Gao, Jundong Shen, Jiapeng Wang, Bei Shi, Ying Ju, Junfeng Yao, Huiyu Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Between a Rock and a Hard Place: The Tension Between Ethical Reasoning and Safety Alignment in LLMs
Shei Pern Chua, Zhen Leng Thai, Kai Jun Teh, Xiao Li, Qibing Ren, Xiaolin Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond "I Don’t Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty
Jingyi Ren, Ante Wang, Yunghwei Lai, Xiaolong Wang, Linlu Gong, Weitao Li, Weizhi Ma, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning
Qisheng Su, Shiting Huang, Zhen Fang, Ziyan Chen, Zehui Chen, Feng Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual OCR
Mengxiao Zhu, Haixu Chen, Jiu Sha, Jie Liu, Ge Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering
Huiyao Chen, Yi Yang, Yinghui Li, Meishan Zhang, Baotian Hu, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation
Le Chen, Nuo Xu, Winson Chen, Bin Lei, Pei-Hung Lin, Dunzhi Zhou, Rajeev Thakur, Caiwen Ding, Ali Jannesari, Chunhua Liao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Detection: Evaluating Fallacy Awareness of LLMs in Interactive Scenarios
Conghui Niu, Ningxin Wu, Ziran Zhao, Dong Yu, Chen Kang, Pengyuan Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond End-to-End: Dynamic Chain Optimization for Private LLM Adaptation on the Edge
Yebo Wu, Jingguang Li, Chunlin Tian, KaHou Tam, Zhijiang Guo, Li Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models
Jinyang Wu, Mingkuan Feng, Shuai Zhang, Feihu Che, Zhengqi Wen, Chonghua Liao, Ling Yang, Haoran Luo, Zheng Lian, Jianhua Tao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs
Xuancheng Li, Haitao Li, Yujia Zhou, Yiqun Liu, Qingyao Ai
Natural Language Processing
日本大学: 関与なし（対象大学）