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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
Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization
Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory
Derong Xu, Shuochen Liu, Pengfei Luo, Pengyue Jia, Yingyi Zhang, Yi Wen, Yimin Deng, Wenlin Zhang, Enhong Chen, Xiangyu Zhao, Tong Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective
Sijie Mai, Shiqin Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning More from Less: Exploiting Counterfactuals for Data-Efficient Chart Understanding
Jianzhu Bao, Haozhen Zhang, Kuicai Dong, Bozhi Wu, Sarthak Ketanbhai Modi, Zi Pong Lim, Yon Shin Teo, Wenya Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning Uncertainty from Sequential Internal Dispersion in Large Language Models
Ponhvoan Srey, Xiaobao Wu, Cong-Duy T Nguyen, Anh Tuan Luu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning What Matters: Dynamic Dimension Selection and Aggregation for Interpretable Vision-Language Reward Modeling
Qiyuan Chen, Hongsen Huang, Jiahe Chen, Qian Shao, Jintai Chen, Hongxia Xu, Renjie Hua, Ren Chuan, Jian Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning What to Ignore: Mitigating Negative Transfer in Medical Knowledge Fusion via Clinical Task-Adaptive Selection
Xinyan Deng, Shoubin Dong, Xiaorou Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models
Hao Wang, Hao Gu, Hongming Piao, Kaixiong Gong, Yuxiao Ye, Xiangyu Yue, Sirui Han, Yike Guo, Dapeng Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning from Cognition: Enhancing RL Efficiency for LLM Reasoning via Hierarchical Metacognitive Decomposition and Refinement
Zexu Sun, Yongcheng Zeng, Erxue Min, Heyang Gao, Bokai Ji, Dugang Liu, Xing Tang, Xiuqiang He, Xu Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories
Peiyang Liu, Zhirui Chen, Xi Wang, Di Liang, Youru Li, Zhi Cai, Wei Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning from Evolving Training Dynamics: An Entropy-Maximizing Data Curation Strategy for LLM Supervised Post-Training
Mengxiang Zhang, Lingyuan Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization
Tian Xueyun, MingHua Ma, Bingbing Xu, Nuoyan Lyu, Wei Li, Heng Dong, Zheng Chu, Yuanzhuo Wang, Huawei Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning from Near-Misses: Error-Aware Contrastive Few-Shot Learning for NL2Formula
Zhihao Shuai, Yiyun Chen, Maolin Ma, Yutong Chen, Hanjia Qiu, Jing Xu, Ziye Chen, Weikai Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning from the Irrecoverable: Error-Localized Policy Optimization for Tool-Integrated LLM Reasoning
Qiao Liang, Yuke Zhu, Chao Ge, Lei Yang, Ying Shen, Bo Zheng, Sheng Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning to Conceal Risk: Controllable Multi-turn Red Teaming for LLMs in the Financial Domain
Gang Cheng, Haibo Jin, Wenbin Zhang, Haohan Wang, Jun Zhuang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning to Edit Knowledge via Instruction-based Chain-of-Thought Prompting
Jinhu Fu, Yan Bai, Longzhu He, Yihang Lou, Yanxiao Zhao, Li Sun, Sen Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning to Select: Query-Aware Adaptive Dimension Selection for Dense Retrieval
Zhanyu Wu, Richong Zhang, Zhijie Nie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Learning to Think on Hypergraph: HyperCoT for Structure-Guided N-ary Knowledge Graph Completion
Mengxue Yang, Jinming Li, Chun Yang, Jiaqi Zhu, Jiafan Li, Guanhua Zhang, Ying Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection
Zedian Shao, Hongbin Liu, Yuepeng Hu, Neil Zhenqiang Gong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Legal Judgment Prediction: A Reflection on the State of the Art
Yi Feng, Chuanyi Li, Vincent Ng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LegalChainReasoner: Grounding Criminal Judicial Opinion Generation via Structured Legal Chains
Weizhe Shi, Qiqi Wang, Yihong Pan, Qian Liu, Kaiqi Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
Zerui Chen, Qinggang Zhang, Zhishang Xiang, Zhimin Wei, Linfeng Gao, Xiao Huang, Zhihong Zhang, Jinsong Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Leibniz: Theory-of-Mind Driven Neuro-Symbolic Logical Reasoning via Multi-Agent Collaboration
Yue Fan, Hu Zhang, Yunxiao Zhao, Guangjun Zhang, Hao Zhan, Ru Li, Hongye Tan, Yuanlong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework
Chenyuan Zhang, Qiguang Chen, Xie Chen, Zhuotao Tian, Bowen Xing, Meishan Zhang, Libo Qin, Baotian Hu, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Less is More: Improving LLM Reasoning with Minimal Test-Time Intervention
Zhen Yang, Mingyang Zhang, Feng Chen, Ganggui Ding, Liang Hou, Xin Tao, Ying-Cong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning
Hengwei Liu, Haoyuan Ma, Qingqing Lyu, Daoxin Zhang, Yao Hu, Yongliang Shen, Yin Zhang, Weiming Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LexRel: Benchmarking Legal Relation Extraction for Chinese Civil Cases
Yida Cai, Ranjuexiao Hu, Huiyuan Xie, Chenyang Li, Yun Liu, Yuxiao Ye, Zhenghao Liu, Weixing Shen, Zhiyuan Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LiGen: Active Lipid Generation via a Molecular Language Model
Ying Zhan, Xiuqi Tang, Yan Zhang, Xiao Tan, Dian Shen, Zhou Yu, Beilun Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Libra-VLA: Achieving Learning Equilibrium via Asynchronous Coarse-to-Fine Dual-System
Yifei Wei, Linqing Zhong, Yi Liu, Yuxiang Lu, Xindong He, Maoqing Yao, Guanghui Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Lifting Optimized Binaries to Canonical Compiler IR via Structure-Aware Retrieval and Iterative Verification
Xiaoao Zhu, Jie Ren, Zhiqiang Li, Jie Zheng, Zhanyong Tang, Zheng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LightReasoner: Can Small Language Models Teach Large Language Models Reasoning?
Jingyuan Wang, Yankai Chen, Zhonghang Li, Chao Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Lightweight LLM Agent Memory with Small Language Models
Jiaquan Zhang, Chaoning Zhang, Shuxu Chen, Zhenzhen Huang, Pengcheng Zheng, Zhicheng Wang, Ping Guo, Fan Mo, Sung-Ho Bae, Jie Zou, Jiwei Wei, Yang Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Lightweight and Faithful Visual Condition Checking in Behavior Trees via Expert-Regularized Reinforcement Learning
Hyosik Moon, Eldan Cohen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Limited Linguistic Diversity in Embodied AI Datasets
Selma Liliane Wanna, Agnes Luhtaru, Jonathan Salfity, Ryan Barron, Juston Moore, Cynthia Matuszek, Mitch Pryor
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Linear-Time and Constant-Memory Text Embeddings Based on Recurrent Language Models
Tobias Grantner, Emanuel Sallinger, Martin Flechl
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing
Mingming Sun, Runze Jiang, Zhu Zhangchenxi, Minlong Peng, Yunfeng Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points
Xuemiao Zhang, Can Ren, Chengying Tu, Rongxiang Weng, Hongfei Yan, Jingang Wang, Xunliang Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Listening Like Humans: Semantics-Guided Noise-Robust Multimodal Speech Recognition
Yan Fang, Jun Chen, Yian Yao, Shuxin Zhong, Min Sun, Kaishun Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LitVISTA: A Benchmark for Narrative Orchestration in Literary Text
Mingzhe Lu, Yiwen Wang, Yanbing Liu, Qi You, Chong Liu, Ruize Qin, Haoyu Dong, Wenyu Zhang, JiaRui Zhang, Yue Hu, Yunpeng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs
Pei-Fu Guo, Yun-Da Tsai, Chun-Chia Hsu, Kai-Xin Chen, Ya An Tsai, Kai-Wei Chang, Nanyun Peng, Mi-Yen Yeh, Shou-De Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LiveCultureBench: a Multi-Agent, Multi-Cultural Benchmark for Large Language Models in Dynamic Social Simulations
Viet Thanh Pham, Lizhen Qu, Thuy-Trang Vu, Gholamreza Haffari, Dinh Phung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LiveFact: A Dynamic, Time-Aware Benchmark for LLM-Driven Fake News Detection
Cheng Xu, Changhong Jin, Yingjie Niu, Nan Yan, Yuke Mei, Shuhao Guan, Liming Chen, Tahar Kechadi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Lizard: An Efficient Linearization Framework for Large Language Models
Chien Van Nguyen, Huy Huu Nguyen, Ruiyi Zhang, Hanieh Deilamsalehy, Puneet Mathur, Viet Dac Lai, Haoliang Wang, Jayakumar Subramanian, Ryan A. Rossi, Trung Bui, Nikos Vlassis, Franck Dernoncourt, Thien Huu Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LoPT: Lossless Parallel Tokenization Acceleration for Long Context Inference of Large Language Model
Wei Shao, Zheng Lingchao, Pengyu Wang, Peizhen Zheng, Li Jun, Yuwei Fan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging
Seungeon Lee, Soumi Das, Manish Gupta, Krishna P. Gummadi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation
Caiqi Zhang, Xiaochen Zhu, Chengzu Li, Nigel Collier, Andreas Vlachos
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Localized Low-Rank Adaptation within Clustered Parameter Subspaces
Jiahao Xiong, Yihe Liu, Xianming Hu, Hongbo Zhao, Nuoyi Chen, Jie Zhang, Kai Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Locate and Explain: Joint Multimodal Emotion Cause Extraction and Summarization in Conversation
Jikun Wan, Chen Gong, Guohong Fu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Location Not Found: Exposing Implicit Local and Global Biases in Multilingual LLMs
Guy Mor-Lan, Omer Goldman, Matan Eyal, Adi Mayrav Gilady, Sivan Eiger, Idan Szpektor, Avinatan Hassidim, Yossi Matias, Reut Tsarfaty
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Locket: Robust Feature-Locking Technique for Language Models
Lipeng He, Vasisht Duddu, N. Asokan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents
Yifei Li, Weidong Guo, Lingling Zhang, Rongman Xu, Muye Huang, Hui Liu, Lijiao Xu, Yu Xu, Jun Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Logic Matters in Lightweight Hallucination Classification for RAG System
Ningyuan Yang, Kaizhu Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LogicEval: A Systematic Framework for Evaluating Automated Repair Techniques for Logical Vulnerabilities in Real-World Software
Syed Md Mukit Rashid, Abdullah Al Ishtiaq, Kai Tu, Yilu Dong, Tianwei Wu, Ali Ranjbar, Tianchang Yang, Najrin Sultana, Shagufta Mehnaz, Syed Rafiul Hussain
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation
Yilin Xiao, Jin Chen, Qinggang Zhang, Yujing Zhang, Chuang Zhou, Longhao Yang, Lingfei Ren, Xin Yang, Xiao Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments
Hao Mi, Qiang Sheng, Shaofei Wang, Beizhe Hu, Yifan Sun, Zhengjia Wang, Hengqi Zeng, Yang Li, Danding Wang, Juan Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning
Xinglang Zhang, Yunyao Zhang, ZeLiang Chen, Junqing Yu, Wei Yang, Zikai Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval
He Cheng, Yifu Wu, Saksham Khatwani, Maya Kruse, Dmitriy Dligach, Timothy A. Miller, Majid Afshar, Yanjun Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Long Context Modeling with Ranked Memory-Augmented Retrieval
Ghadir Alselwi, Hao Xue, Shoaib Jameel, Basem Suleiman, Flora D. Salim, Imran Razzak
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Long-Chain Reasoning Distillation via Adaptive Prefix Alignment
Zhenghao Liu, Zhuoyang Wu, Xinze Li, Yukun Yan, Shuo Wang, Zulong Chen, Yu Gu, Ge Yu, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Long-Context Reasoning Through Proxy-Based Chain-of-Thought Tuning
Miao Li, Irina Saparina, Alexander Gurung, Mirella Lapata
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
Penghui Yang, Cunxiao Du, Fengzhuo Zhang, Haonan Wang, Tianyu Pang, Chao Du, Bo An
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LongTutor: Benchmarking Large Language Models for Long-term Personalized Tutoring
Ning Li, Zheng Zhang, Zhenya Huang, Rui Li, Yi Zhan, Yinbo Luo, Qi Liu, Enhong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LongVideoAgent: Multi-Agent Reasoning with Long Videos
Runtao Liu, Ziyi Liu, Jiaqi Tang, Yue Ma, Renjie Pi, Jipeng Zhang, Qifeng Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Look Less, Reason More: Rollout-Guided Adaptive Pixel-Space Reasoning
Xuchen Li, Xuzhao Li, Jiahui Gao, Renjie Pi, Shiyu Hu, Wentao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do
Zhuoran Jin, Kejian Zhu, Hongbang Yuan, Yupu Hao, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Look Within or Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning
YongKang Liu, Xingle Xu, Ercong Nie, Zijing Wang, Shi Feng, Daling Wang, Qian Li, Hinrich Schuetze
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Looking Beyond the One: Operationalizing and Eliciting Visual Ambiguity in VLLMs
Yuchong Chen, Bowei Zou, Yuhan Chen, Yifan Fan, Xinyu Li, Shujun Cao, Yu Hong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Looking at Radiology Report Generation through a Causal Lens: A Survey
Satyam Kumar, Kaustubh Shivshankar Shejole, Pushpak Bhattacharyya
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
LoopTool: Closing the Data–Training Loop for Robust LLM Tool Calls
Kangning Zhang, Weiwen Liu, Wenxiang Jiao, Kounianhua Du, Yuan Lu, Weinan Zhang, Yong Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Losing our Tail, Again: (Un)Natural Selection & Multilingual LLMs
Eva Vanmassenhove
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models
Zheng Luo, T Pranav Kutralingam, Ogochukwu N. Okoani, Wanpeng Xu, Hua Wei, Xiyang Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Lost in Simulation: LLM-Simulated Users are Unreliable Proxies for Human Users in Agentic Evaluations
Preethi Seshadri, Samuel Cahyawijaya, Ayomide Odumakinde, Sameer Singh, Seraphina Goldfarb-Tarrant
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Lost in Translation, and Found: Detecting and Interpreting Translation Effects
Shira Wein, Anna Serbina, Jiyuan Ji, Nathan Wolf, Jason DeGraaff, Prajakta Kini, Maria Leonor Pacheco
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text
Amr Mohamed, Yang Zhang, Michalis Vazirgiannis, Guokan Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Lying with Truths: Open-Channel Multi-Agent Collusion for Belief Manipulation via Generative Montage
Jinwei Hu, Xinmiao Huang, Youcheng Sun, Yi Dong, Xiaowei Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MAB-DQA: Addressing Query Aspect Importance in Document Question Answering with Multi-Armed Bandits
Yixin Xiang, Yunshan Ma, Xiaoyu Du, Yibing Chen, Yanxin Zhang, Jinhui Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference
Bo Li, Chuan Wu, Shaolin Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MADE: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events
Raunak Agarwal, Markus A. Wenzel, Simon Baur, Jonas Zimmer, George Harvey, Jackie Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization
Yang Zhao, Hepeng Wang, Xiao Ding, Yangou Ouyang, Bibo Cai, Kai Xiong, Jinglong Gao, Zhouhao Sun, Li Du, Bing Qin, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MAGIC: Deep Geometric Evolution with Structural Consensus for Temporal Knowledge Graph Reasoning
Chengao Liu, Yuan Li, Yingze Wang, Jianbin Jiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents
Dongming Jiang, Yi Li, Guanpeng Li, Bingzhe Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MAGNET: Towards Adaptive GUI Agents with Memory-Driven Knowledge Evolution
Libo Sun, Jiwen Zhang, Siyuan Wang, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MARCH: Multi-Agent Reinforced Check for Hallucination
Zhuo Li, Yupeng Zhang, Pengyu Cheng, Jiajun Song, Mengyu Zhou, Hao Li, Shujie Hu, Yu Qin, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MARD: Module-Aware Reasoning Distillation for Language Models with Adaptive Supervision
Wenqi Yang, Jianjun Li, Zhibo Zhang, Mingqian Ding, Yushen Fang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation
Dawei Wang, Di Zhao, Xinyuan Liu, Marci Chi Ma, Xiaoyang Liu, Chengming Zhou, Gary Ushaw, Richard Davison
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MARS^2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
Pengfei Li, Shijie Wang, Fangyuan Li, Yikun Fu, Kaifeng Liu, Kaiyan Zhang, Dazhi Zhang, Yuqiang Li, Biqing Qi, Bowen Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents
Pengxiang Zhao, Guangyi Liu, Yaozhen Liang, Weiqing He, Zhengxi Lu, WenHao Wang, Yuehao Huang, Yuxiang Chai, Zhaolu Kang, Yaxuan Guo, Hao Wang, Kexin Zhang, Liang Liu, Yong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MASPO: Unifying Gradient Utilization, Probability Mass, and Signal Reliability for Robust and Sample-Efficient LLM Reasoning
Xiaoliang Fu, Jiaye Lin, Yangyi Fang, Binbin Zheng, Chaowen Hu, Zekai Shao, Cong Qin, Lu Pan, Ke Zeng, Xunliang Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MATCH: Modulating Attention via In-Context Retrieval for Long-Context Transformers
Linrui Ma, Chun Hei Lo, Xinyu Wang, Peng Lu, Xihao Yuan, Hanting Chen, Kai Han, Xinghao Chen, Chengjun Zhan, Hanlin xu, Yichun Yin, Lifeng Shang, Feng Wen, Boxing Chen, Yufei Cui
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools
WenHao Wang, Peizhi Niu, Zhao Xu, Zhaoyu Chen, Jian Du, Yaxin Du, Xianghe Pang, Keduan Huang, Yanfeng Wang, Qiang Yan, Siheng Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MDP-GRPO: Stabilized Group Relative Policy Optimization for Multi-Constraint Instruction Following
Mohammad Mahdi Salmani-Zarchi, Zahra Rahimi, Heshaam Faili, Mohammad Javad Dousti
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MECH: A Cost-Effective Multi-Task Cascade Framework for Classroom Opinion Evolution Recognition
Yancui Li, Xiaoyu Zhou, Guoyi Miao, Fang Kong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MED-COREASONER: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning
Fan Gao, Sherry T. Tong, Jiwoong Sohn, Jiahao Huang, Junfeng Jiang, Ding Xia, Piyalitt Ittichaiwong, Kanyakorn Veerakanjana, Hyunjae Kim, Qingyu Chen, Edison Marrese-Taylor, Kazuma Kobayashi, Akiko Aizawa, Irene Li
Natural Language Processing
日本大学: 東京大学
2026 · ACL
MERIT Feedback Elicits Better Bargaining in LLM Negotiators
Jihwan Oh, Murad Aghazada, Yooju Shin, Se-Young Yun, Taehyeon Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
METER: Evaluating Multi-Level Contextual Causal Reasoning in Large Language Models
Pengfeng Li, Chen Huang, Chaoqun Hao, Hongyao Chen, Xiao-Yong Wei, Wenqiang Lei, See-Kiong Ng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues
Haofu Yang, Jiaji Liu, Chen Huang, Faguo Wu, Wenqiang Lei, See-Kiong Ng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection
Bingbing Wang, Zhengda Jin, Bin Liang, Wenjie Li, Jing Li, Ruifeng Xu, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MIND: From Passive Mimicry to Active Reasoning through Capability-Aware Multi-Perspective CoT Distillation
Jin Cui, Jiaqi Guo, Jiepeng Zhou, Ruixuan Yang, Jiayi Lu, Jiajun Xu, Jiangcheng Song, Boran Zhao, Pengju Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge
Jie He, Nan Hu, Wanqiu Long, Jiaoyan Chen, Jeff Z. Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
MIRTH: Mutual-Information Reasoning with Temporal Hubs for Vision-Language-Action Agents
Hao Sun, Yu Song, Teng Shiyu, Ziwei Niu, Yen-wei Chen
Natural Language Processing
日本大学: 立命館大学