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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
ProMedical: Hierarchical Fine-Grained Criteria Modeling for Medical LLM Alignment via Explicit Injection
He Geng, Yangmin Huang, Lixian Lai, Qianyun Du, Hui Chu, Zhiyang He, Jiaxue Hu, Xiaodong Tao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents
Tianjian Liu, Fanqi Wan, Jiajian Guo, Xiaojun Quan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Probing Audio-Visual Reasoning in Multimodal Language Models through the Lens of Audio
Kaixiong Gong, Kaituo Feng, Bohao Li, Yibing Wang, Mofan Cheng, Shijia Yang, Jiaming Han, Benyou Wang, Yutong Bai, Zhuoran Yang, Xiangyu Yue
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Probing Semantic Alignment, Lexical Invariance, and Syntactic Influence in LLM Metaphor Processing
Fengying Ye, Shanshan Wang, Lidia S. Chao, Derek F. Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Probing for Reading Times
Eleftheria Tsipidi, Samuel Kiegeland, Francesco Ignazio Re, Tianyang Xu, Mario Giulianelli, Karolina Stanczak, Ryan Cotterell
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Probing the Safety Robustness of LLMs in Latent Space
Tianle Gu, Kexin Huang, Zongqi Wang, Yixu Wang, Jie Li, Xin Wang, Yang Yao, Yujiu Yang, Yan Teng, Yingchun Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Process Reward Models Meet Planning: Generating Precise and Scalable Datasets for Step-Level Rewards
Raffaele Pisano, Roberto Navigli
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Profiling-Free Mixed-Precision Quantization for MoE LLMs via Fuzzy Rule Interpolation
Huachen Qi, Ruiyu Zhuo, Bowen Shi, Xiang Chang, Fei Chao, Changjing Shang, Qiang Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Programming over Thinking: Efficient and Robust Multi-Constraint Planning
Derrick Goh Xin Deik, Quanyu Long, Zhengyuan Liu, Nancy F. Chen, Wenya Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ProgressLM: Towards Progress Reasoning in Vision-Language Models
Jianshu Zhang, Chengxuan Qian, Haosen Sun, Haoran Lu, Dingcheng Wang, Letian Xue, Han Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering
Changin Choi, Wonseok Lee, Jungmin Ko, Wonjong Rhee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Projecting Out the Malice: A Global Subspace Approach to LLM Detoxification
Zenghao Duan, Zhiyi Yin, Zhichao Shi, Liang Pang, Shaoling Jing, Zihe Huang, Jiayi Wu, Yu Yan, Jingcheng Deng, Huawei Shen, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Prosody as Supervision: Bridging the Non-Verbal–Verbal for Multilingual Speech Emotion Recognition
Girish, Mohd Mujtaba Akhtar, Muskaan Singh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Protecting Bystander Privacy via Selective Hearing in Audio LLMs
Xiao Zhan, Guangzhi Sun, Jose Such, Phil Woodland
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Protecting Language Models Against Unauthorized Distillation through Trace Rewriting
Xinhang Ma, William Yeoh, Ning Zhang, Yevgeniy Vorobeychik
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Protecting multimodal large language models against misleading visualizations
Jonathan Tonglet, Tinne Tuytelaars, Marie-Francine Moens, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Provably Safe Offline-to-Online RL: Decoupling Learning from Data-Driven Safety Enforcement
Kaitong Cai, Jusheng Zhang, Keze Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
Haobo Xu, Sirui Chen, Ruizhong Qiu, Yuchen Yan, Chen Luo, Monica Xiao Cheng, Jingrui He, Hanghang Tong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust LLMs
Wai Man Si, Mingjie Li, Michael Backes, Yang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning
Chongyuan Dai, Jinpeng Hu, Hongchang Shi, Zhuo Li, Dan Guo, Xun Yang, Meng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness
Amin Banayeeanzade, Ala N. Tak, Fatemeh Bahrani, Anahita Bolourani, Leonardo Blas, Emilio Ferrara, Jonathan Gratch, Sai Praneeth Karimireddy
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Pub-LawBench: Public-Oriented Benchmarking for LegalAI
Qiaoyu Zheng, Zehan Ma, Yijing Zhang, Qiqi Wang, Huijia Li, Qian Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering
Yiqing Zhang, Xiaozhong Liu, Fabricio Murai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering
Zizhen Wang, Bo Feng, Zhengfeng Lai, Shiyu Li, Yang Lu, Meng Cao, Ping Huang, Xiaoming Simon Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Putting HUMANS first: Efficient LAM Evaluation with Human Preference Alignment
Woody Haosheng Gan, William Barr Held, Diyi Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
QA-MoE: Towards a Continuous Reliability Spectrum with Quality-Aware Mixture of Experts for Robust Multimodal Sentiment Analysis
Yitong Zhu, Yuxuan Jiang, Guanxuan Jiang, Bojing Hou, Peng Yuan Zhou, Ge Lin, Yuyang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
QBridge: Bridging Natural Language and SQL via Gold Query Rewriting with Agentic Refinement
Zhensheng Luo, Sai Wu, Yuan Qiu, Chang Yao, Gang Chen, Xiu Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization
Changxin Ke, Rui Zhang, Jiaming Guo, Yuanbo Wen, Li Ding, Shuo Wang, Xuyuan Zhu, Xiong Peng, Di Huang, Zidong Du, Xing Hu, Qi Guo, Yunji Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
QuDAR: Query-Wise Dual-Perspective Adaptive Retrieval
Joeun Kim, Seunghyouk Yoon, Xuan-Bach Le, Youngeun Nam, Doyoung Kim, Hwanjun Song, Jae-Gil Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Quantifying Aleatoric Uncertainty of In-Context Learning for Robust Measure of LLM Prediction Confidence
Jinseok Chung, Minkyoung Song, Hyunji Jung, Namhoon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Quantifying Metric and Model Agreement in Bias Evaluation of Large Language Models
Arash Asgari, Huan Wu, Amirreza Naziri, Mojtaba Kolahdouzi, Laleh Seyyed-Kalantari
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data
Shiping Yang, Jie Wu, Wenbiao Ding, Ning Wu, Shining Liang, Ming Gong, Hongzhi Li, Hengyuan Zhang, Angel X. Chang, Dongmei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Quantifying and Mitigating Socially Desirable Responding in LLMs: A Desirability-Matched Graded Forced-Choice Psychometric Study
Kensuke Okada, Yui Furukawa, Kyosuke Bunji
Natural Language Processing
日本大学: 神戸大学 / 東京大学
2026 · ACL
Quantifying and Understanding Uncertainty in Large Reasoning Models
Yangyi Li, Chenxu Zhao, Mengdi Huai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Quantifying the Impact of Translation Errors on Multilingual LLM Evaluation
Klaudia Thellmann, Bernhard Stadler, Michael Färber, Jens Lehmann
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
QuantileMark: A Message-Symmetric Multi-bit Watermark for LLMs
Junlin Zhu, Baizhou Huang, Xiaojun Wan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning
Songxin Qu, Tai-Ping Sun, Yun-Jie Wang, Huan-Yu Liu, Cheng Xue, Xiao-Fan Xu, Han Fang, Yang Yang, Yu-Chun Wu, Guo-Ping Guo, Zhao-Yun Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Query-Aware Knowledge Retrieval via Hyperbolic Structuring
Chuang Zhou, Junnan Dong, Yilin Xiao, Shengyuan Chen, Su Dong, di Yin, Xing Sun, Zhaozhuo Xu, Xiao Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems
Shuhua Yang, Jiahao Zhang, Yilong Wang, Dongwon Lee, Suhang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Question Difficulty Estimation for Large Language Models via Answer Plausibility Scoring
Jamshid Mozafari, Bhawna Piryani, Adam Jatowt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression
Liang Zhao, Xiaocheng Feng, Weihong Zhong, Lei Huang, Kun Zhu, Baoxin Wang, Dayong Wu, Guoping Hu, Ting Liu, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
R1-RE: Cross-Domain Relation Extraction with RLVR
Runpeng Dai, Tong Zheng, Run Yang, Kaixian Yu, Hongtu Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
R2IF: Aligning Reasoning with Decisions via Composite Rewards for Interpretable LLM Function Calling
Aijia Cheng, Kailong Wang, Ling Shi, Yongxin Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RADO: Reasoning Audit-Driven Optimization for Rigorous Reasoning in High-Stakes Domains
Zhijie Tan, Xu Chu, Guanyu Wang, Ziyu Li, Weiping Li, Tong Mo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RAG-on-a-Diet: A Reinforcement Learning-Based Dynamic Resource Optimization Framework for RAG
Hongwen Ding, Yizheng Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RAM-SD: Retrieval-Augmented Multi-agent framework for Sarcasm Detection
Ziyang Zhou, Ziqi Liu, Yan Wang, Yiming Lin, Yangbin Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora
Hanjun Cho, Jay-Yoon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RATE: Reviewer Profiling and Annotation-free Training for Expertise Ranking in Peer Review Systems
Weicong Liu, Zixuan Yang, Yibo Zhao, Xiang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
REAL: REtrieval-reAsoning and Logic-constructed Attention Behaviors for Long-Context KV Cache Compression
Mengjie Li, Yuan Feng, Xike Xie, William J. Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control
Chuyi Kong, Wei Gao, Jing Ma, Hongzhan Lin, Yuxi Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
REG: Retrieval via Emotion Similarity for Guiding Empathetic Dialogue Generation
Xu Wang, Bo Wang, Yang Xiang, Yihong Tang, Dongming Zhao, Yuzifei, Yuexian Hou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
REMIND: Memorization and Unlearning in LLMs Through the Lens of Input Loss Landscapes
Liran Cohen, Yaniv Nemcovsky, Avi Mendelson
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once
Zhuoshi Pan, Qizhi Pei, Yu Li, Zinan Tang, QiYao Sun, H. Vicky Zhao, Conghui He, Lijun Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
REVEALER: Reinforcement-Guided Visual Reasoning for Element-Level Text-Image Alignment Evaluation
FuLin Shi, Wenyi Xiao, Leilei Gan, Liang Ding, Binchen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning
Seungmin Lee, Jeonghwan Lee, Hyunkuk Lim, Sejoon Kim, Mingi Sung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
REaR : Retrieve, Expand and Refine for Effective Multitable Retrieval
Rishita Agarwal, Himanshu Singhal, Peter Baile Chen, Manan Roy Choudhury, Dan Roth, Vivek Gupta
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RExBench: Can coding agents autonomously implement AI research extensions?
Nicholas Edwards, Yukyung Lee, Yujun Audrey Mao, Yulu Qin, Sebastian Schuster, Najoung Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RFS-Guard: Detecting Reasoning Hallucinations via Cross-Phase Routing Focus in Large Reasoning Models
Zihang Liu, Fang Zhouhua, Hui Liu, Zhiwei Liu, Yong Li, Haishuai Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning
Xiang Gao, Yuguang Yao, Qi Zhang, Kaiwen Dong, Avinash Baidya, Ruocheng Guo, Hilaf Hasson, Kamalika Das
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RISK: A Framework for GUI Agents in E-commerce Risk Management
Renqi Chen, Zeyin Tao, Jianming Guo, Jingzhe Zhu, Yiheng Peng, Qingqing Sun, Tianyi Zhang, Shuai Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization
Yihong Dong, Xue Jiang, Yongding Tao, Huanyu Liu, Kechi Zhang, Lili Mou, Rongyu Cao, Yingwei MA, Jue Chen, Binhua Li, Zhi Jin, Fei Huang, Yongbin Li, Ge Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RLSeek: Evidence-Grounded Reasoning for RAG Hallucination Detection
Zhaoheng Huang, Dacheng Wen, Yutao Zhu, Xiaoying Lian, Yushi Liang, Kai Hao, Nan Li, Liangjie Zhang, Qi Zhang, Ji-Rong Wen, Zhicheng Dou, Fangzhao Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ROSE: An Intent-Centered Evaluation Metric for NL2SQL
Wenqi Pei, Shizheng Hou, Boyan Li, Chen Han, Zhichao Shi, Yuyu Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension
Yelin Chen, Fanjin Zhang, Suping Sun, Yunhe Pang, Yuanchun Wang, Jian Song, XiaoYan Li, Lei Hou, Shu Zhao, Jie Tang, Juanzi Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RRAtention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference
Siran Liu, Guoxia Wang, Sa Wang, Jinle Zeng, Haoyang Xie, Siyu Lou, Jiabin Yang, Dianhai Yu, Haifeng Wang, Chao Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RSDA: Restoring Stale Data Affinity via Dynamic Renovation Strategy for Mitigating Data Scarcity
Yidan Liang, Jia Zhu, Weijie Shi, Hanghui Guo, Yue Cui, Jiawei Shen, Guoqing Ma, Jingjiang Liu, Qingyu Niu, Yilin Wang, Shimin Di, Jiajie Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RSMeM: Knowledge-Enhanced Memory Evolution for Remote Sensing Agents with Systematic Evaluation
Bingxian Wu, Yu Zhang, Zonghao Guo, Tang Liu, Chen Qian, Yuxiang Lu, Xingbo Du, Yanghao Li, Yidan Zhang, Chi Chen, Ling Yao, Chenghu Zhou, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RST-Guarder: Enhancing Long-Context Robustness for Safeguards via RST Parsing and Probabilistic Inference
Xu Zhang, Xiaojun Wan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RV-HATE: Reinforced Multi-Module Voting for Implicit Hate Speech Detection
Yejin Lee, Hyeseon An, Yo-Sub Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
R^3: End-to-End Reasoning-based Planning for Multi-step Retrosynthesis via Reinforcement Learning
YiFei Wang, Qizhi Pei, Jiangtao Feng, Yuntian Shi, Yi Duan, Lihao Wang, Lei Bai, Lijun Wu, Wei-Ying Ma, Hao Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
R^3AG: Retriever Routing for Retrieval-Augmented Generation
Tong Zhao, Yutao Zhu, Yucheng Tian, Zhicheng Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Ranking Reasoning LLMs under Test-Time Scaling
Mohsen Hariri, Michael Hinczewski, Jing Ma, Vipin Chaudhary
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReActR: Reasoning through Error-Activated Reflection for LLM Post-Training
Lina Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReCoQA: A Benchmark for Tool-Augmented and Multi-Step Reasoning in Real Estate Question and Answering
Yindong Zhang, Wenmian Yang, Yiquan Zhang, Weijia Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReCode: Reinforcing Code Generation with Reasoning-Process Rewards
Lishui Fan, Yu Zhang, Mouxiang Chen, Zhongxin Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReContraster: Making Your Posters Stand Out with Regional Contrast
Peixuan Zhang, Zijian Jia, Ziqi Cai, Shuchen Weng, Si Li, Boxin Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReCreate: Reasoning and Creating Domain Agents Driven by Experience
Zhezheng Hao, Hong Wang, Jian Luo, Jianqing Zhang, Yuyan Zhou, Qiang Lin, Can Wang, Hande Dong, Jiawei Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReEfBench: Quantifying the Reasoning Efficiency of LLMs
Zhizhang Fu, Yuancheng Gu, Chenkai Hu, Hanmeng Liu, Yue Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL
Yaxun Dai, Wenxuan Xie, Xialie Zhuang, Tianyu Yang, Ziyi Liu, Haiqin Yang, Yiying Yang, Yuhang Zhao, Pingfu Chao, Wenhao Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReFEree: Reference-Free and Fine-Grained Method for Evaluating Factual Consistency in Real-World Code Summarization
Suyoung Bae, CheolWon Na, Jaehoon Lee, Yumin Lee, YunSeok Choi, Jee-Hyong Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReFL: Reflective Feedback Learning for Hallucination Detection of Large Language Models
Cunhang Fan, Jun Zhang, Xue Zhang, Shuai Zhang, Zhao Lv, Jianhua Tao, Zhengqi Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReGATE: Learning Faster and Better with Fewer Tokens in MLLMs
Chaoyu Li, Yogesh Kulkarni, Pooyan Fazli
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding
Yuhang Li, Chenchen Zhang, Ruilin Lv, Ao Liu, Ken Deng, Yuanxing Zhang, Jiaheng Liu, Bo Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReProbe: Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models
Jingwei Ni, Ekaterina Fadeeva, Tianyi Wu, Mubashara Akhtar, Jiaheng Zhang, Elliott Ash, Markus Leippold, Timothy Baldwin, See-Kiong Ng, Artem Shelmanov, Mrinmaya Sachan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning
Jiani Huang, Shijie Wang, Liang-Bo Ning, Wenqi Fan, Li Qing
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReTRE: Benchmarking LLM Transfer Robustness with Structure-Preserving Variants
ZhongDong Li, Weijie Shi, Yue Cui, Haolun MA, Yuanjun Liu, Jiawei Li, An Liu, Jia Zhu, Jiajie Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering
Francesco Maria Molfese, Luca Moroni, Ciro Porcaro, Simone Conia, Roberto Navigli
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Re^3: Relevance & Recency Retrieval for Mitigating Temporal Hallucination
Jiawei Cao, Jie Ouyang, Mingyue Cheng, Zhaomeng Zhou, Chunli Liu, Yupeng Li, Zirui Liu, Shijin Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Read As Human: Compressing Context via Parallelizable Close Reading and Skimming
Jiwei Tang, Shilei Liu, Zhicheng Zhang, Qingsong Lv, Runsong Zhao, Tingwei Lu, Langming Liu, Haibin Chen, Yujin Yuan, Hai-Tao Zheng, Wenbo Su, Bo Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Ready Jurist One: Benchmarking Language Agents for Legal Intelligence in Dynamic Environments
Zheng Jia, Shengbin Yue, Wei Chen, Siyuan Wang, Yidong Liu, Zejun Li, Yun Song, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RealChart2Code: Bridging the Gap in Real-World Chart-to-Code Generation via Multi-Task Evaluation
Jiajun Zhang, Yuying Li, Zhixun Li, Xingyu Guo, Jingzhuo Wu, Leqi Zheng, Yiran Yang, Jianke Zhang, Qingbin Li, Shannan Yan, Changguo Jia, Junfei Wu, Zilei Wang, Qiang Liu, Liang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RealTalk-CN: A Realistic Chinese Speech Task-Oriented Dialogue Benchmark with Cross-Modal Analysis
Enzhi Wang, Jiaming Zhou, Yuhang Jia, Aobo Kong, Qicheng Li, Yong Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReasMark: A Robust Watermark for Attributing LLM Reasoning Under Knowledge Distillation Attacks
Peizhuo Lv, Ruihua Zhou, Yunpeng Li, Ruigang Liang, Xingshuo Han, XiaoFeng Wang, Wei Dong, Yuling Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReasonAny: Incorporating Reasoning Capability to Any Model via Simple and Effective Model Merging
Junyao Yang, Chen Qian, Wen Shen, Yong Liu, Jing Shao, Dongrui Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval
Jianlyu Chen, Junwei Lan, Chaofan Li, Defu Lian, Zheng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability
Wenhan Liu, Xinyu Ma, Weiwei Sun, Yutao Zhu, Yuchen Li, Dawei Yin, Zhicheng Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reasoning Fails Where Step Flow Breaks
Xiaoyu Xu, Yulan Pan, Xiaosong Yuan, Zhihong Shen, Minghao Su, Yuanhao Su, Xiaofeng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reasoning Gets Harder for LLMs Inside A Dialogue
Ivan Kartáč, Mateusz Lango, Ondrej Dusek
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reasoning Hijacking: The Fragility of Reasoning Alignment in Large Language Models
Yuansen Liu, Yixuan Tang, Anthony Kum Hoe Tung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations
Mohit Chandra, Siddharth Sriraman, Harneet Singh Khanuja, Yiqiao Jin, Munmun De Choudhury
Natural Language Processing
日本大学: 関与なし（対象大学）