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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
On the Emergence and Test-Time Use of Structural Information in Large Language Models
Michelle Chao Chen, Moritz Miller, Bernhard Schölkopf, Siyuan Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
On the Emotion Understanding of Synthesized Speech
Yuan Ge, Haishu Zhao, AoKai Hao, Junxiang Zhang, Bei Li, Xiaoqian Liu, Chenglong Wang, Jianjin Wang, Bingsen Zhou, Bingyu Liu, JingBo Zhu, Zhengtao Yu, Tong Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
On the Proper Treatment of Units in Surprisal Theory
Samuel Kiegeland, Vésteinn Snæbjarnarson, Tim Vieira, Ryan Cotterell
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
On the Role of Discriminative Models in Generative Relation Extraction
Guozheng Li, Peng Wang, Zijie Xu, Jing Zhou, Jiajun Liu, Ziyu Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
On-policy Reinforcement Fine-tuning with Offline reward for Multi-step Embodied Planning
Di Wu, Jiaxin Fan, Chloe Gu, Guanbo Wang, Wei Yin, Wenhao Li, Bo Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
On-the-Fly VLA Adaptation via Test-Time Reinforcement Learning
Changyu Liu, Yiyang Liu, Taowen Wang, Qiao Zhuang, James Chenhao Liang, Wenhao Yang, Renjing Xu, Qifan Wang, Dongfang Liu, Cheng Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
One Battle After Another: Probing LLMs’ Limits on Multi-Turn Instruction Following with a Benchmark Evolving Framework
Qi Jia, Ye Shen, Xiujie Song, Kaiwei Zhang, Shibo Wang, Dun Pei, Xiangyang Zhu, Guangtao Zhai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
One Cognitive Loop Is Enough: SODA unlocks Pure-Text Spatial Reasoning in Large Language Models
Shunwen Bai, Jiahuan Zhang, Haoran Huang, Yurun Wang, Jiale Liu, Yanxi Wu, Ningzhe Yu, Yudong Gao, Mingjun Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment
Hao Zong, Cong Hu Yuan, Chao Bei, Wentao Chen, Huan Liu, Kaiyu Huang, Degen Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
One Persona, Many Cues, Different Results: How Sociodemographic Cues Impact LLM Personalization
Franziska Weeber, Vera Neplenbroek, Jan Batzner, Sebastian Padó
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
One Refiner to Unlock Them All: Inference-Time Reasoning Elicitation via Reinforcement Query Refinement
Yixiao Zhou, Dongzhou Cheng, Zhiliang wu, Yi Yang, Yu Cheng, Hehe Fan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
One Single Hub Text Breaks CLIP: Identifying Vulnerabilities in Cross-Modal Encoders via Hubness
Hiroyuki Deguchi, Katsuki Chousa, Yusuke Sakai
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学
2026 · ACL
One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers
Diana Abagyan, Alejandro R. Salamanca, Andres Felipe Cruz-Salinas, Kris Cao, Hangyu Lin, Acyr Locatelli, Marzieh Fadaee, Ahmet Üstün, Sara Hooker
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OneRec-Think: In-Text Reasoning for Generative Recommendation
Zhanyu Liu, Shiyao Wang, Xingmei Wang, Rongzhou Zhang, Jiaxin Deng, Honghui Bao, Jinghao Zhang, Wuchao Li, PengFei Zheng, Xiangyu Wu, Yifei Hu, Qigen Hu, Xinchen Luo, Lejian Ren, Zhang Zixing, Qianqian Wang, Kuo Cai, Yunfan Wu, Hongtao Cheng, Zexuan Cheng, Lu Ren, Huanjie Wang, Yi Su, Ruiming Tang, Kun Gai, Guorui Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Open Schrödinger’s Closed Box: Identifying Retrieval Augmented Generation in API-Accessible Large Language Model Services
Yukun Jiang, Xinyue Shen, Michael Backes, Zheng Li, Yang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Open Your Model’s Eyes: Video and Context-Aware Multimodal Backchannel Prediction
Min-Jae Kim, Jun-Yeong Moon, Mujeen Sung, Gyeong-Moon Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment
Tianci Liu, Ran Xu, Tony Yu, Ilgee Hong, Carl Yang, Tuo Zhao, Haoyu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning
Sheng Chen, Tang Zhe, Weixing Zhang, Fei Yang, Yuanyuan Wang, Tianlin Li, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Optimizing Length Compression in Large Reasoning Models
Zhengxiang Cheng, Dongping Chen, Mingyang Fu, Tianyi Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Optimizing RAG Rerankers with LLM Feedback via Reinforcement Learning
Yuhang Wu, Xiangqing Shen, Fanfan Wang, Cangqi Zhou, Zhen Wu, Xinyu Dai, Rui Xia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented LLM Personalization
Linfeng Du, Ye Yuan, Zichen Zhao, Fuyuan Lyu, Emiliano Penaloza, Xiuying Chen, Zipeng Sun, Jikun Kang, Laurent Charlin, Xue Liu, Haolun Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models
Binghai Wang, Yantao Liu, Yuxuan Liu, Tianyi Tang, Shenzhi Wang, Chang Gao, Chujie Zheng, Yichang Zhang, Le Yu, Shixuan Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Bowen Yu, Fei Huang, Junyang Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning
Ziheng Li, Liu Kang, Feng Xiao, Luxi Xing, Qingyi Si, Zhuoran Li, Weikang Gong, Deqing Yang, Yanghua Xiao, Hongcheng Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Overcoming Copyright Barriers in Corpus Distribution Through Non-Reversible Hashing
Arthur Amalvy, Vincent Labatut, Xavier Bost, Hen-Hsen Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
P-Check: Advancing Personalized Reward Model via Learning to Generate Dynamic Checklist
Kwangwook Seo, Dongha Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PACE: Predictive Adaptive Context Extraction for Long-Horizon LLM Agents
Lei Wei, Xiao Peng, Tt, Guannan Zhang, Chenhao Jiang, Hongyu Li, Lanbo Lin, Yuanwu Xu, Jiayao Liu, Kesu Wang, Bin Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PAM: Enhancing General Alignment of Large Reasoning Models through Priority-Aware Metacognition
Zhihao Xu, Fuzhen Yang, Liang Lin, Xiting Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PAR: Training-Free Positional Perturbation and Attention Recycling for Faithful OCR
Yao Yao, Manwen Liao, Weitian Zhang, Zuchao Li, Hai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PARASITE: Conditional System Prompt Poisoning to Hijack LLMs
Viet Pham, Thai Le
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PARIF: Pushing the Pareto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement Learning
Rongchuan Mu, Zexin Wang, Qianyu Wang, MingHua Ma, Zekun Wang, Ming Liu, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PASs-MoE: Mitigating Misaligned Co-drift among Router and Experts via Pathway Activation Subspaces for Continual Learning
ZhiYan Hou, Haiyun Guo, Haokai Ma, Yandu Sun, Yonghui Yang, Jinqiao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PDR: A Plug-and-Play Positional Decay Framework for LLM Pre-training Data Detection
Jinhan Liu, Yibo Yang, Ruiying Lu, Piotr Piękos, Yimeng Chen, Peng Wang, Dandan Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PDTrim: Targeted Pruning for Prefill-Decode Disaggregation in Inference
Hao Zhang, Lyu Mengsi, Zhuo Chen, Yulong Ao, Yonghua Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PEAP: Proactive Embodied Action Sequence Planning with Joint Understanding of Vision and Audio Perception
Tianwei Lan, Jiaqi Wu, Zeming Liu, Zhaoxin Fan, Haifeng Wang, Yuhang Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation
Lorenzo Proietti, Roman Grundkiewicz, Matt Post
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning
Bingxuan Li, Jeonghwan Kim, Cheng Qian, Xiusi Chen, Eitan Anzenberg, Niran Kundapur, Heng Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PHOTON: Hierarchical Autoregressive Modeling for Lightspeed and Memory-Efficient Language Generation
Yuma Ichikawa, Naoya Takagi, Takumi Nakagawa, Yuzi Kanazawa, Akira Sakai
Natural Language Processing
日本大学: 東京科学大学 / 東海大学
2026 · ACL
PIAST: Rapid Prompting with In-context Augmentation for Scarce Training data
Paweł Batorski, Paul Swoboda
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PIArena: A Platform for Prompt Injection Evaluation
Runpeng Geng, Chenlong Yin, Yanting Wang, Ying Chen, Jinyuan Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PICTURE: Enhancing Theory-of-Mind in Large Language Models by Revealing, Not Hiding, Characters’ Lack of Knowledge
Eojin Jeon, SangKeun Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PII-Bench: Evaluating Query-Aware Privacy Protection Systems
Hao Shen, Zhouhong Gu, Haokai Hong, Weili Han, Hongfeng Chai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PILOT: Planning via Internalized Latent Optimization Trajectories for Large Language Models
Haoyu Zheng, Yun Zhu, Yuqian Yuan, Bo Yuan, Wenqiao Zhang, Siliang Tang, Jun Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice
Yuzhen Shi, Huanghai Liu, Yiran HU, Song Gaojie, Xu Xinran, Yubo Ma, Tianyi Tang, Li Zhang, Qingjing Chen, Feng Di, Wenbo Lv, Weiheng Wu, Kexin Yang, Sen Yang, Wei Wang, Rongyao Shi, Qiu Yuanyang, Yuemeng Qi, Zhang Jingwen, Sui Xiaoyu, Yifan Chen, Zhang Yi, An Yang, Bowen Yu, Dayiheng Liu, Junyang Lin, Weixing Shen, Bing Zhao, Charles L. A. Clarke, HU Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering
Yichen Xu, Liangyu Chen, Liang Zhang, Zihao Yue, Jianzhe Ma, Wenxuan Wang, Qin Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
POWSM: A Phonetic Open Whisper-Style Speech Foundation Model
Chin-Jou Li, Kalvin Chang, Shikhar Bharadwaj, Eunjung Yeo, Kwanghee Choi, Jian Zhu, David R. Mortensen, Shinji Watanabe
Natural Language Processing
日本大学: 東北大学
2026 · ACL
PPA-Plan: Proactive Pitfall Avoidance for Reliable Planning in Long-Context LLM Reasoning
Byeongjin Kim, Gyuwan Kim, Seo Yeon Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PR-XAI: PageRank-Based Feature Attribution for Transformers
Behrooz Azarkhalili, Linyi Li, Maxwell W. Libbrecht
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning
Afra Feyza Akyürek, Advait Gosai, Chen Bo Calvin Zhang, Vipul Gupta, Jaehwan Jeong, Anisha Gunjal, Tahseen Rabbani, Maria Mazzone, David Randolph IV, Mohammad Mahmoudi Meymand, Gurshaan Chattha, Paula Rodriguez, Diego A. Mares Buendia, Pavit Singh, Michael Liu, Subodh Chawla, Peter Cline, Lucy Ogaz, Ernesto Gabriel Hernández Montoya, Zihao Wang, Pavi Bhatter, Marcos Ayestaran, Bing Liu, Yunzhong He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering
Xiangfeng Wang, Hangyu Guo, Yanlin Lai, Mitt Huang, Liang Zhao, Chengyuan Yao, Yinmin Zhang, Qi Han, Xiaoxiaoren, Chun Yuan, Tong Xu, Zheng Ge, Xiangyu Zhang, Daxin Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PRISM: Probabilistic Reward Model with Inherent Structural Modeling
Yuhang Zhou, Yixin Cao, Yuchen Ni, Shihan Dou, Xutian Chen, Ge Zhang, Xiang Liu, Guangnan Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PRISM: Probing Reasoning, Instruction, and Source Memory in LLM Hallucinations
Yuhe Wu, Guangyu Wang, Yuran Chen, Jiatong Zhang, Yutong Zhang, Yujie Chen, Jiaming Shang, Guang Zhang, Zhuang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PRISMA: Preference-Reinforced Self-Training Approach for Interpretable Emotionally Intelligent Negotiation Dialogues
Prajwal Vijay Kajare, Priyanshu Priya, Bikash Santra, Asif Ekbal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PRISP: Privacy-Safe Few-Shot Personalization via Lightweight Adaptation
Junho Park, Dohoon Kim, Taesup Moon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PRInTS: Reward Modeling for Long-Horizon Information Seeking
Jaewoo Lee, Archiki Prasad, Justin Chen, Zaid Khan, Elias Stengel-Eskin, Mohit Bansal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PROMPRINT: Prompt Fingerprinting via First-Token Response for LLM App Cloning Detection
Jungmin Lee, Peizhuo Lv, Yeonjoon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PRiSM: Benchmarking Phone Realization in Speech Models
Shikhar Bharadwaj, Chin-Jou Li, Yoonjae Kim, Kwanghee Choi, Eunjung Yeo, Ryan Soh-Eun Shim, Hanyu Zhou, Brendon Boldt, Karen Rosero, Kalvin Chang, Darsh Agrawal, Keer Xu, Chao-Han Huck Yang, Jian Zhu, Shinji Watanabe, David R. Mortensen
Natural Language Processing
日本大学: 東北大学
2026 · ACL
PUPPET: Neural-Symbolic Standardized Patients for Mental Health
Chen Xu, Yu Ji, Zhenyu Lyu, Yang Yi, Yizhe Yang, Luyao Ji, Chaoyi Chen, Xianyang Wang, Tian Lan, Zhihua Wang, Juan Wang, Xunde Dong, Fuze Tian, Qunxi Dong, Bin Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning
Jingcheng Hu, Yinmin Zhang, Shijie Shang, Xiaobo Yang, Yue Peng, Zhewei Huang, Hebin Zhou, Xin Wu, Jie Cheng, Fanqi Wan, Xiangwen Kong, Chengyuan Yao, Kaiwen Yan, Ailin Huang, Hongyu Zhou, Qi Han, Zheng Ge, Xiangyu Zhang, Heung-Yeung Shum
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PaT: Planning-after-Trial for Efficient Test-Time Code Generation
Youngsik Yoon, Sungjae Lee, Seockbean Song, Siwei Wang, Wei Chen, Jungseul Ok
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling
Ai Jian, Jingqing Ruan, Xing Ma, Dailin Li, Weipeng Zhang, Ke Zeng, Xunliang Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework
Komal Kumar, Aman Chadha, Salman Khan, Fahad Shahbaz Khan, Hisham Cholakkal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance
Qianli Ma, Chang Guo, Zhiheng Tian, Siyu Wang, Jipeng Xiao, Yuanhao Yue, Zhipeng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing
Zhuoqun Li, Xuanang Chen, Hongyu Lin, Yaojie Lu, Xianpei Han, Shanshan Jiang, Bin Dong, Le Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Par-ITA: Benchmarking Seq2Seq and LLMs on a Human-Supervised Parallel Corpus for Italian Hyperpartisan Neutralization
Michele Joshua Maggini, Søren Fomsgaard, Michele Maestroni, Gaël Dias, Pablo Gamallo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation
Erel Kaplan, Tomer Bitan, Lian Ghrayeb, Le Chen, Tom Yotam, Niranjan Hasabnis, Gal Oren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ParaSuite: Boosting LLM Reasoning via Paradox Resolution
Bin Chen, Yu Zhang, Hongfei Ye, Huiyang Wang, Wenxi Liu, Hongyang Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Parallel Test-Time Scaling for Latent Reasoning Models
Runyang You, Yongqi Li, Meng Liu, Wenjie Wang, Liqiang Nie, Wenjie Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation
Qianli Wang, Van Bach Nguyen, Yihong Liu, Fedor Splitt, Nils Feldhus, Christin Seifert, Hinrich Schuetze, Sebastian Möller, Vera Schmitt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Paramanu: Compact and Competitive Monolingual Language Models for Low-Resource Morphologically Rich Indian Languages
Mitodru Niyogi, Eric Gaussier, Arnab Bhattacharya
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning
Zekai Lin, Chao Xue, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Lei Jiang, Yu Lu, Bob Simons, Shuang Liang, Minlong Peng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Paraphrasing as Zero-shot Translation with Feature-guided Diversity Enhancement
Ziyue Yan, Hongying Zan, Xinglin Lyu, Hongfei Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization
Negar Foroutan, Clara Meister, Debjit Paul, Joel Niklaus, Sina Ahmadi, Antoine Bosselut, Rico Sennrich
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Patches of Nonlinearity: Instruction Vectors in Large Language Models
Irina Bigoulaeva, Jonas Rohweder, Subhabrata Dutta, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection
Cui Yakun, Peng Qi, Fushuo Huo, Hang Du, Weijie Shi, Juntao Dai, Zhenghao Zhu, Sirui Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training
Lei Liu, Hao Zhu, Xiaoyan Yang, Yue Shen, Zhixuan Chu, Jian Wang, Jinjie Gu, Kui Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Persona-E²: A Human-Grounded Dataset for Personality-Shaped Emotional Responses to Textual Events
Yuqin Yang, Haowu Zhou, Haoran Tu, Zhiwen Hui, Shiqi Yan, HaoYang Li, Dong She, Xianrong Yao, Yang Gao, Zhanpeng Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Persona-Grounded Safety Evaluation of AI Companions in Multi-Turn Conversations
Prerna Juneja, Lika Lomidze
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records
Yibo Lyu, Gongwei Chen, Rui Shao, Weili Guan, Liqiang Nie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation
Federico Ravenda, Seyed Ali Bahrainian, Daniele Montagnani, Antonietta Mira, Andrea Raballo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Personalizing LLMs with Binary Feedback: A Preference-Calibrated Optimization Framework
Xilai Ma, Liye Zhao, Weijun Yao, Haibing Di, Wenya Wang, Jing Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Phonemes to the Rescue: Multilingual Tokenization Based on International Phonetic Alphabet
Milan Miletić, Julie Kallini, Ekaterina Shutova
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Phun-Bench: Evaluating LLMs on Phonological Understanding in Chinese
Xing Yue, Yongliang Shen, Weiming Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Piece of Table: A Divide-and-Conquer Approach for Selecting Subtables in Table Question Answering
Wonjin Lee, Kyumin Kim, Sungjae Lee, Jihun Lee, Kwang In Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Placing Puzzle Pieces Where They Matter: A Question Augmentation Framework for Reinforcement Learning
Yangyi Fang, Haolin Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Planning-Guided Tutoring with Assessment-Driven Memory for Pedagogical LLM Tutors
Zechen Li, Qiannan Zhu, Mei Wang, Jia Li, Hua Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Please refuse to answer me! Mitigating Over-Refusal in Large Language Models via Adaptive Contrastive Decoding
Yupeng Qi, Ziyu Lyu, Lixin Cui, Lu Bai, Feng Xia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media
Zoher Kachwala, Bao Tran Truong, Rasika Muralidharan, Haewoon Kwak, Jisun An, Filippo Menczer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PodBench: A Comprehensive Benchmark for Instruction-Aware Audio-Oriented Podcast Script Generation
Chenning Xu, Mao Zheng, Mingyu Zheng, Mingyang Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PolitNuggets: Benchmarking Agentic Discovery of Long-Tail Political Facts
Yifei Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Polymorphic Universal Transformer
Yilong Chen, Zitian Gao, Yihao Xiao, Jason Klein Liu, Xinyu Yang, Yifan Luo, Haoming Luo, Zhengmao Ye, Tingwen Liu, Ran Tao, Bryan Dai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PosterForest: Hierarchical Multi-Agent Collaboration for Scientific Poster Generation
Jiho Choi, Seojeong Park, Seongjong Song, Hyunjung Shim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Powerful Training-Free Membership Inference Against Fine-Tuned Autoregressive Language Models
David Ilić, David Stanojević, Kostadin Cvejoski
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Powering Verifiable Learning via Automated Evolutionary Data Synthesis
He Du, Bowen Li, Aijun Yang, Siyang He, Qipeng Guo, Kai Chen, Dacheng Tao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation
Hanwen Shen, Ting Ying, Jiajie Lu, Shanshan Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization
Weixu Zhang, Ye Yuan, Changjiang Han, Yuxing Tian, Zipeng Sun, Linfeng Du, Jikun Kang, Hong Kang, Xue Liu, Haolun Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise
Sapir Harary, Eran Hirsch, Aviv Slobodkin, David Wan, Mohit Bansal, Ido Dagan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Privacy Collapse: Benign Fine-Tuning Can Break Contextual Privacy in Language Models
Anmol Goel, Cornelius Emde, Seong Joon Oh, Sangdoo Yun, Martin Gubri
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Privacy-R1: Privacy-Aware Multi-LLM Agent Collaboration via Reinforcement Learning
Zheng Hui, Yijiang River Dong, Sanhanat Sivapiromrat, Ehsan Shareghi, Nigel Collier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ProActor: Timing-Aware Reinforcement Learning for Proactive Task Scheduling Agents
Lei Ding, Bin He, Chenguang Wang, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs
Hongxin Ding, Baixiang Huang, Yue Fang, Weibin Liao, Xinke Jiang, Jinyang Zhang, Yinghao Zhu, Zheng Li, Liantao Ma, Junfeng Zhao, Yasha Wang
Natural Language Processing
日本大学: 関与なし（対象大学）