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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
MirrorCAPTCHA: Wild CAPTCHA, Wild Distribution, Wild Web-based Platform Meet Multimodal LLM Agents
Xiangyu Wu, Yuwei Hu, Tianyu Cui, Yueying Tian, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Yang Yang, Jianfeng Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MirrorQA: Benchmarking Multimodal LLMs on Mirror-Orientation Reasoning
Jingping Liu, Xingchen Peng, Yan Zhou, Ziyan Liu, Jie Zhai, Ronghao Chen, Huacan Wang, Xiaofeng Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation
Tianjun Wei, Huizhong Guo, Yingpeng Du, Zhu Sun, Huang Chen, Dongxia Wang, Jie Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mitigating Action-Relation Hallucinations in LVLMs via Relation-aware Visual Enhancement
Zhenxin Qin, Qiang Li, Qingzhuo Wang, Ruiyang Qin, Zhihua Wei, Wen Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates
Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Nikolaos Aletras
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mitigating Context Interference for Reliable and Efficient Search Agents
Boyang Xue, Bin Wu, Shuofei Qiao, Sheng Wang, Rui Wang, Yiming Du, Hongru Wang, Jeff Z. Pan, Emine Yilmaz, Kam-Fai Wong, Aldo Lipani
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation
Xingyu Zhu, Junfeng Fang, Shuo Wang, Beier Zhu, Zhicai Wang, Yonghui Yang, Xiangnan He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mitigating Legal Hallucinations via Symbolic Constraints and Analogical Precedents
Zixuan Huang, Yanxiang Ma, Luhan Wang, Yunke Wang, Duo Shi, Chang Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards
Ming Li, Pei Chen, Zhenhao Zhang, Tao Yang, Xinyang Zhang, Han Li, Tianyu Cao, Ming Zeng, Zhuofeng Wu, Meng Jiang, Huasheng Li, Lihong Li, Bing Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mitigating Over-Refusal in Aligned Large Language Models via Inference-Time Activation Energy
Eric Hanchen Jiang, Weixuan Ou, Run Liu, Shengyuan Pang, Guancheng Wan, Ranjie Duan, Wei Dong, Kai-Wei Chang, XiaoFeng Wang, Ying Nian Wu, Xinfeng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mitigating Safety Context Amnesia in Multimodal Reasoning Models via Intent-Guided Safety Reasoning
Xiyao Dong, Guangsheng Cheng, YiLong Chen, Xiaojin Zhang, Kun He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mitigating Selection Bias in Large Language Models via Permutation-Aware GRPO
Jinquan Zheng, Jia Yuan, Jiacheng Yao, Chenyang Gu, Pujun Zheng, Guoxiu He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mitigating Spurious Correlations in Text Classification Using Latent Space Geometry
Jiasen Gao, Xiaoliang Chen, Duoqian Miao, Xu Gu, Xianyong Li, Yajun Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mitigating Structural Knowledge Collapse in Domain-Specific LLMs via Morpheme-Aware KV-Aggregation
Yuxuan Si, Zheqi Lv, Chengxi Zang, Zhengyu Chen, Fei Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mitigating Tokenization-Induced Distance Distortion in Long-Context Multilingual Machine Translation
Khotso Selialia, Antoine Nzeyimana, Fatima M. Anwar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning
Tao Zhang, Ziqian Zeng, Hao Peng, Huiping Zhuang, Cen Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mixture-of-Experts with Intermediate CTC Supervision for Accented Speech Recognition
Wonjun Lee, Hyounghun Kim, Gary Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mixture-of-Minds: Multi-Agent Reinforcement Learning for Table Understanding
Yuhang Zhou, Mingrui Zhang, Ke Li, Mingyi Wang, Qiao Liu, Qifei Wang, Jiayi Liu, Fei Liu, Serena Li, Weiwei LI, Mingze Gao, Abhishek Kumar, Xiangjun Fan, Zhuokai Zhao, Lizhu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory
Zihao Tang, Xin Yu, Ziyu Xiao, Zengxuan Wen, Zelin Li, Jiaxi Zhou, Hualei Wang, Haohua Wang, Haizhen Huang, Weiwei Deng, Feng Sun, Qi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models
Jie Cao, Tianwei Lin, Bo Yuan, Rolan Yan, Hongyang He, Wenqiao Zhang, Juncheng Li, Dongping Zhang, Siliang Tang, Yueting Zhuang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings
Haonan Chen, Hong Liu, Yuping Luo, Liang Wang, Nan Yang, Furu Wei, Zhicheng Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MoEC: A Memory-Routed Mixture-of-Experts Controller for Adaptive Minecraft Control
Hui Wu, Chao Xu, Jianghui Wang, Ziqiong Liu, Dong Li, Yiwei Dai, Emad Barsoum
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MoRI: Learning Motivation-Grounded Reasoning for Scientific Ideation in Large Language Models
Chenyang Gu, Jiahao Cheng, Meicong Zhang, Pujun Zheng, Jinquan Zheng, Guoxiu He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mobile-R1: Towards Interactive Capability for VLM-Based Mobile Agent via Systematic Training
Jihao Gu, Qihang Ai, Yingyao Wang, Pi Bu, Jingxuan Xing, Yue Cao, Zekun Zhu, Wei Jiang, Ziming Wang, Yingxiu Zhao, Ming-Liang Zhang, Jun Song, Yuning Jiang, Bo Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented Environments
Quyu Kong, Xu Zhang, Zhenyu Yang, Nolan Gao, Chen Liu, Panrong Tong, Chenglin Cai, Hanzhang Zhou, Jianan Zhang, Liangyu Chen, Zhidan Liu, Steven Hoi, Yue Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards
Yuanjie Lyu, Chengyu Wang, Lei Shen, Jun Huang, Tong Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Modal Dependency Parsing as Structured Prediction over Source-Cue Scope
Jayeol Chun, Nianwen Xue
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ModeX: Evaluator-Free Best-of-N Selection for Open-Ended Generation
Hyeong Kyu Choi, Sharon Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Model Internal Sleuthing: Finding Lexical Identity and Inflectional Features in Modern Language Models
Michael Li, Nishant Subramani
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Model-Based Imaginative Planning for Embodied Agents
Junru Song, Hengzhe Jin, Yucong Huang, Tingsong Jiang, Weien Zhou, Feifei Wang, Yang Yang, Ying Wen, Wen Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Modeling Annotator Disagreement with Demographic-Aware Experts and Synthetic Perspectives
Yinuo Xu, Veronica Derricks, Allison Earl, David Jurgens
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Modeling Human-Like Cognition for Stance Detection: Integrating Intuitive Judgment and Analytical Reasoning
Zhaodan Zhang, Jin Zhang, Jiafeng Guo, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Modeling LLM Unlearning as an Asymmetric Two-Task Learning Problem
Zeguan Xiao, Siqing Li, Yong Wang, Xuetao Wei, Jian Yang, Yun Chen, Guanhua Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MolMem: Memory-Augmented Agentic Reinforcement Learning for Sample-Efficient Molecular Optimization
Ziqing Wang, Yibo Wen, Abhishek Pandey, Han Liu, Kaize Ding
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Monotonic Scaffolding as a Diagnostic Lens for Legal Reasoning in LLMs
Pedro Calais, Janderson Santos, Anisio Lacerda, Wagner Meira Jr.
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
More Aligned, Less Diverse? Analyzing the Grammar and Lexicon of Two Generations of LLMs
Adrián Gude, Roi Santos-Rios, Francis Bond, Dan Flickinger, Carlos Gómez-Rodríguez, Olga Zamaraeva
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
More Than Meets the Eye: Measuring the Semiotic Gap in Vision-Language Models via Semantic Anchorage
Wei He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
More Thinking, Less Talking: Internalizing Deliberative Safety into LLM Parameters
Guan Wang, Xuehai Tang, Biyu Zhou, Jizhong Han, Songlin Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MuSe: Multi-Stage Graph Reasoning via Vision-Language Models
Guanyu Wang, Xu Chu, Zhijie Tan, Xinrong Chen, Tong Mo, Weiping Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MulVul: Retrieval-augmented Multi-Agent Code Vulnerability Detection via Cross-Model Prompt Evolution
Zihan Wu, Jie Xu, Yun Peng, Chun Yong Chong, Xiaohua Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Multi-Agent-as-Judge: Aligning LLM-Agent-Based Automated Evaluation with Multi-Dimensional Human Evaluation
Jiaju Chen, Yuxuan Lu, Xiaojie Wang, Huimin Zeng, Jing Huang, Jiri Gesi, Ying Xu, Bingsheng Yao, Dakuo Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Multi-Granularity Semantic Revision for Large Language Model Distillation
Xiaoyu Liu, Yun Zhang, Wei Li, Simiao Li, Xudong Huang, Hanting Chen, Yehui Tang, Jie Hu, Zhiwei Xiong, Yunhe Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Multi-Task Representation Alignment on Language Understanding: A Mutual Information Perspective
Dou Hu, Lingwei Wei, Hongjiang Xiao, Songlin Hu, Yuan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Multi-View Attention Multiple-Instance Learning Enhanced by LLM Reasoning for Cognitive Distortion Detection
Jun Seo Kim, Hyemi Kim, Woo Joo OH, Hongjin Cho, Hochul Lee, Hye Hyeon Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Multi-component Causal Tracing in Large Language Models
Zirui Yan, Dennis Wei, Dmitriy A Katz, Prasanna Sattigeri, Ali Tajer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application
Xueqing Peng, Lingfei Qian, Yan Wang, Ruoyu Xiang, Yueru He, Yang Ren, Mingyang Jiang, Vincent Jim Zhang, Yuqing Guo, Jeff Zhao, Huan He, Yi Han, Yun Feng, Yuechen Jiang, Yupeng Cao, Haohang Li, Yangyang Yu, Xiaoyu Wang, Penglei Gao, Shengyuan Lin, Keyi Wang, Shanshan Yang, Yilun Zhao, Zhiwei Liu, Peng Lu, Jerry Huang, Suyuchen Wang, Triantafillos Papadopoulos, Polydoros Giannouris, Efstathia Soufleri, Nuo Chen, Zhiyang Deng, Heming Fu, Yijia Zhao, Mingquan Lin, Meikang Qiu, Kaleb E Smith, Arman Cohan, Xiao-Yang Liu, Jimin Huang, Guojun Xiong, Alejandro Lopez-Lira, Xi Chen, Junichi Tsujii, Jian-Yun Nie, Sophia Ananiadou, Qianqian Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Multilingual Idioms in Sentences and Conversations Across High-, Medium-, and Low-Resource Languages
Saeed Almheiri, Bilal Elbouardi, Salsabila Zahirah Pranida, Irina Nikishina, Ashwath Rao B, Parameswari Krishnamurthy, Muhammad Cendekia Airlangga, Rifo Ahmad Genadi, Nguyen Phan Gia Bao, Amir Hossein Yari, Hawau Olamide Toyin, Nurdaulet Mukhituly, Mena Attia, Besher Hassan, Ahmad Fathan Hidayatullah, Tatsuki Kuribayashi, Haonan Li, Suma Bhat, Fajri Koto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Multilingual Language Models Encode Script Over Linguistic Structure
Aastha A K Verma, Anwoy Chatterjee, Mehak Gupta, Tanmoy Chakraborty
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Multilingual and Cross-Lingual Citation Needed Detection on Wikipedia for Lower-Resource Languages
Gerrit Quaremba, Amy Rechkemmer, Elizabeth Black, Denny Vrandečić, Elena Simperl
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Multimodal Large Language Models for Multi-Subject In-Context Image Generation
Yucheng Zhou, Dubing Chen, Huan Zheng, Jianbing Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Multimodal Safety Evaluation in Generative Agent Social Simulations
Alhim Adonai Vera Gonzalez, Carlos Hinojosa, Karen Sanchez, Haidar Bin Hamid, Donghoon Kim, Bernard Ghanem
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Musical Score Understanding Benchmark: Evaluating Large Language Models’ Comprehension of Complete Musical Scores
Congren Dai, Yue Yang, Krinos Li, Huichi Zhou, Shijie Liang, Bo Zhang, Enyang Liu, Ge Jin, Hongran An, Haosen Zhang, Peiyuan Jing, Kinhei Lee, Zhenxuan Zhang, Xiaobing Li, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
N-GLARE: An Non-Generative Latent Representation-Efficient LLM Safety Evaluator
Zheyu Lin, Jirui Yang, Yukui Qiu, Yubing Bao, Hengqi Guo, Yao Guan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
NL \Rightarrow Schedule: Evaluate Multitask Scheduling Capability of Large Language Models
Wenrui Liao, Weihong Du, Yi Li, Hongru Liang, Wenqiang Lei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
NOSE: Neural Olfactory-Semantic Embedding with Tri-Modal Orthogonal Contrastive Learning
Yanyi Su, Hongshuai Wang, Zhifeng Gao, Jun Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
NSF-SciFy: Mining the NSF Awards Database for Scientific Claims
Delip Rao, Weiqiu You, Eric Wong, Chris Callison-Burch
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Narrative License and Model Sycophancy in LLM Summaries of Scientific Work
Calvin Isch, Grace Jennings
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Native Hybrid Attention for Efficient Sequence Modeling
Jusen Du, Jiaxi Hu, Zhang Tao, Weigao Sun, Yu Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
NaturalGAIA: A Verifiable Benchmark and Hierarchical Framework for Long-Horizon GUI Tasks
Zihan Zheng, Tianle Cui, Taoran Wang, Fengtao Wang, Jiahui Pan, Lewei He, Qianglong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
NaturalSloth: Revisiting Denial-of-Service Attacks on Large Language Models
Yiming Chen, Zexin Li, Xianghu Yue, Robby T. Tan, Haizhou Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Nature-Inspired Population-Based Evolution of Large Language Models
Yiqun Zhang, Peng Ye, Xiaocui Yang, Shi Feng, Shufei Zhang, Lei Bai, Wanli Ouyang, Shuyue Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
NavA^3: Understanding Any Instruction, Navigating Anywhere, Finding Anything
Lingfeng Zhang, Xiaoshuai Hao, Yingbo Tang, Haoxiang Fu, Xinyu Zheng, Pengwei Wang, Zhongyuan Wang, Wenbo Ding, Shanghang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
NaviMaster: Learning a Unified Policy for GUI and Embodied Navigation Tasks
Zhihao Luo, Wentao Yan, Jingyu Gong, Min Wang, Zhizhong Zhang, Xuhong Wang, Yuan Xie, Xin Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Neo-Classic: A Benchmark for Evaluating Linguistic-Aesthetic Reasoning in Classical Chinese Poetry
Han Zhang, Zihan Gu, Zhiyuan Wang, Tianyi Ma, Jiacheng Lu, Xinyan Zhang, Yuhao Wei, Cheng Hua
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
NeoAMT: Neologism-Aware Agentic Machine Translation with Reinforcement Learning
Zhongtao Miao, Kaiyan Zhao, Masaaki Nagata, Yoshimasa Tsuruoka
Natural Language Processing
日本大学: 東京大学
2026 · ACL
Nested Browser-Use Learning for Agentic Information Seeking
Baixuan Li, Jialong Wu, Wenbiao Yin, Kuan Li, Zhongwang Zhang, Huifeng Yin, Zhengwei Tao, Liwen Zhang, Pengjun Xie, Jingren Zhou, Yong Jiang, Wentao Zhang, Zhiqiang Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
NeuReasoner: Towards Explainable, Controllable, and Unified Reasoning via Mixture-of-Neurons
Haonan Dong, Kehan Jiang, Haoran Ye, Wenhao Zhu, Zhaolu Kang, Guojie Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
NeuralFSM: Adaptive Multi-Agent Coordination via Learning Finite-State Execution Policy
Jiye Wang, Yu Wang, Jianbin Li, Shiduo Yang, Kenan Guo, Yuanhe Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Neuron-Aware Active Few-Shot Learning for LLMs
Zhuowei Chen, Liwei Chen, Christian Schunn, Raquel Coelho, Xiang Lorraine Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs
Shiyao Cui, QingLin Zhang, Di Wang, Yida Lu, Zhexin Zhang, Jinhua Gao, Jinglin Yang, Min He, Han Qiu, Minlie Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
Yuhua Jiang, Shuang Cheng, Yihao Liu, Ermo Hua, Che Jiang, Weigao Sun, Yu Cheng, Feifei Gao, Biqing Qi, Bowen Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
Yingfeng Luo, Ziqiang Xu, Yuxuan Ouyang, MuRun Yang, DingYang Lin, Kaiyan Chang, Tong Zheng, Bei Li, Peinan Feng, Quan Du, Tong Xiao, JingBo Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning
Zhicong Li, Lingjie Jiang, Yulan Hu, Xingchen Zeng, Yixia Li, Xiangwen Zhang, Guanhua Chen, Zheng Pan, Xin Li, Yong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
No Reader Left Behind: Multi-Agent Summaries Everyone Can Understand
Jimin Jung, MyoungJin Kim, Jaehyung Seo, Heuiseok Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
NoisyCausal: A Benchmark for Evaluating Causal Reasoning Under Structured Noise
Zhi Xu, Yun Fu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation
Xi Xiao, Chenrui Ma, Yunbei Zhang, Chen Liu, Zhuxuanzi Wang, Yanshu Li, Lin Zhao, Guosheng Hu, Tianyang Wang, Hao Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning
Hanbing Liu, Lang Cao, Yuanyi Ren, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OASIS: Mitigating Harmful Fine-tuning Attacks on LLMs via Orthogonal and Adaptive Safety Alignment Strategy
Jiayu Tang, Guowei Peng, Qiuhao Xie, Yuning Yang, Xiurui Xie, Guisong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OASIS: Online Sample Selection for Continual Instruction Tuning
Minjae Lee, Minhyuk Seo, Tingyu Qu, Tinne Tuytelaars, Jonghyun Choi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OCP: Outlier-Centric Probing for Dynamic Structured Pruning of LLMs
Yang Ji, Ying Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OCR-Memory: Optical Context Retrieval for Long-Horizon Agent Memory
Jinze Li, Yang Zhang, Xin Yang, Jiayi QU, Jinfeng Xu, Shuo Yang, Junhua Ding, Edith Cheuk-Han Ngai
Natural Language Processing
日本大学: 筑波大学
2026 · ACL
ODL-TempLLM: Ontology-Guided and Description Logic-Reasoned Temporal Reasoning with LLMs
Jinshuo Liu, Cheng Bi, Meng Wang, Juan Deng, Donghong Ji, Jeff Z. Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ODUTQA-MDC: A Task for Open-Domain Underspecified Tabular QA with Multi-turn Dialogue-based Clarification
Zhensheng Wang, ZhanTeng Lin, Wenmian Yang, Kun Zhou, Yiquan Zhang, Weijia Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OLA: Output Language Alignment in Code-Switched LLM Interactions
Juhyun Oh, Haneul Yoo, Faiz Ghifari Haznitrama, Alice Oh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models
Qiguang Chen, Chengyu Luan, Jiajun Wu, Qiming Yu, Yi Yang, Yizhuo Li, Jingqi Tong, Xiachong Feng, Libo Qin, Wanxiang Che
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation
Ziyi Wang, Yuxuan Lu, Wenbo Li, Amirali Amini, Bo Sun, Yakov Bart, Weimin Lyu, Jiri Gesi, Tian Wang, Jing Huang, Yu Su, Upol Ehsan, Malihe Alikhani, Toby Jia-Jun Li, Lydia Chilton, Dakuo Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows
Qiushi Sun, Mukai Li, Zhoumianze Liu, Zhihui Xie, Fangzhi Xu, Zhangyue Yin, Kanzhi Cheng, Zehao Li, Zichen Ding, Qi Liu, Zhiyong Wu, Zhuosheng Zhang, Ben Kao, Lingpeng Kong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agents
Bowen Yang, Kaiming Jin, Zhenyu Wu, Zhaoyang Liu, Qiushi Sun, Zehao Li, JingJing Xie, Zhoumianze Liu, Fangzhi Xu, Kanzhi Cheng, Yian Wang, Qingyun Li, Yu Qiao, Zun Wang, Zichen Ding
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OSCBench: Benchmarking Object State Change in Text-to-Video Generation
Xianjing Han, Bin Zhu, Shiqi Hu, Franklin Mingzhe Li, Patrick Carrington, Roger Zimmermann, Jingjing Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Observations and Remedies for Large Language Model Bias in Self-Consuming Performative Loop
Yaxuan Wang, Zhongteng Cai, Yujia Bao, Xueru Zhang, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OctoBench: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding
Deming Ding, Shichun Liu, Enhui Yang, Jiahang Lin, Ziying Chen, Shihan Dou, Honglin Guo, Weiyu Cheng, Pengyu Zhao, Chengjun Xiao, Qunhong Zeng, Qi Zhang, Xuanjing Huang, Qidi Xu, Tao Gui
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
OctoTools: A Multi-Agent Framework with Extensible Tools for Complex Reasoning
Pan Lu, Bowen Chen, Sheng Liu, Rahul Thapa, Joseph Boen, James Zou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models
Chien Van Nguyen, Ryan A. Rossi, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Omni-Embed-Audio: Leveraging Multimodal LLMs for Robust Audio-Text Retrieval
HaeJun Yoo, Yongseop Shin, Insung Lee, Myoung-Wan Koo, Du-Seong Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Omni-I2C: A Holistic Benchmark for High-Fidelity Image-to-Code Generation
Jiawei Zhou, Chi Zhang, Xiang Feng, Qiming Zhang, Haibo Qiu, Lihuo He, Dengpan Ye, Xinbo Gao, Jing Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Omni-RewardBench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities
Chi-Min Chan, Yujin Zhou, Pengcheng Wen, Boqin Yin, 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
On Emergent Social World Models — Evidence for Functional Integration of Theory of Mind and Pragmatic Reasoning in Language Models
Polina Tsvilodub, Jan-Felix Klumpp, Amir Mohammadpour, Jennifer Hu, Michael Franke
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference
Zhengyi Li, Yakai Wang, Jingwen Leng, Kang Yang, Yu Yu, Jiaping Gui, Yu Feng, Ning Liu, Minyi Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
On the Continued Value of Universal Dependencies in the Era of Large Language Models
Wenxi Li, Jingyu Peng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
On the Effect of Hyperparameters in Language Modeling for Computational Linguistics
Ruoxi Ning, Yongpeng Zhu, Qingcheng Zeng, Tatsuki Kuribayashi, Freda Shi
Natural Language Processing
日本大学: 関与なし（対象大学）