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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
Reasoning Over Space: Enabling Geographic Reasoning for LLM-Based Generative Next POI Recommendation
Dongyi Lv, Qiuyu Ding, Heng-Da Xu, Zhaoxu Sun, Zhi Wang, Feng Xiong, Mu Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reasoning Structure Matters for Safety Alignment of Reasoning Models
Yeonjun In, Wonjoong Kim, Sangwu Park, Chanyoung Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reasoning Traces Shape Outputs but Models Won’t Say So
Yijie Hao, Lingjie Chen, Ali Emami, Joyce C. Ho
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers
Xin Chen, Feng Jiang, Yiqian Zhang, Hardy Chen, Shuo Yan, Wenya Xie, Min Yang, Shujian Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety
Can Jin, Rui Wu, Tong Che, Qixin Zhang, Hongwu Peng, Jiahui Zhao, Zhenting Wang, Wenqi Wei, Ligong Han, Zhao Zhang, Yuan Cao, Ruixiang Tang, Dimitris N. Metaxas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations
Wenrui Cai, Chengyu Wang, Junbing Yan, Jun Huang, Xiangzhong Fang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reasoning with Ontology Graph: Toward Type-Constrained Knowledge Graph Question Answering
Yongxue Shan, Jie Peng, Zixuan Dong, Fei Hu, Xiaodong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReasoningGuard: Safeguarding Large Reasoning Models with Inference-time Safety Aha Moments
Yuquan Wang, Mi Zhang, Yining Wang, Geng Hong, Mi Wen, Xiaoyu You, Min Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rectifying the Emotional Flow: Aligning Priors and Dynamic Guidance for High-Arousal Text-to-Speech
Fangming Feng, Dongjie Fu, Zequn Xie, Yu Zhang, Yangyang Wu, Zhou Zhao, Tao Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Red Teaming Large Reasoning Models
Jiawei Chen, Yang Yang, Chao Yu, Yu Tian, Zhi Cao, Xue Yang, Linghao Li, Hang Su, Zhaoxia Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Red-Bandit: Test-Time Adaptation for LLM Red-Teaming via Bandit-Guided LoRA Experts
Christos Ziakas, Nicholas Loo, Nishita Jain, Alessandra Russo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs
Wenjie Jacky Mo, Qin Liu, Xiaofei Wen, Dongwon Jung, Hadi Askari, Wenxuan Zhou, Zhe Zhao, Muhao Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reducing Token Redundancy in LVLMs: A Systematic Review of Token Pruning Methods
Hanzhang Yuan, Mengxuan Hu, Wenhao Zhang, Tianlong Wang, Zhongliang Zhou, Jiasen Lu, Sheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reference Attack: A New Cross-Modal Jailbreaking Attack against Multimodal Large Language Models
Yulong Wang, Yifei Fu, Jiayi Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Refining and Reusing Annotation Guidelines for LLM Annotation
Kon Woo Kim, Jin-Dong Kim, Akiko Aizawa
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework
Kai Qin, Liangxin Liu, Yu Liang, Longzheng Wang, Wangyan, Zhang Yueyang, Long Xia, Zhiyuan Sun, Houde Liu, Daiting Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reframing Responsibility: Framing-Aware Event Causality Identification
Jin Zhao, Jiayi Yao, Xinrui Hu, Nianwen Xue
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Region-Grounded Report Generation for 3D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework
Cong Huy Nguyen, Son Dinh Nguyen, Guanlin Li, Tuan Dung Nguyen, Aditya Narayan Sankaran, Mai Huy Thong, Thanh Trung Nguyen, Mai Hong Son, Reza Farahbakhsh, Phi Le Nguyen, Noel Crespi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reinforced Efficient Reasoning via Semantically Diverse Exploration
Ziqi Zhao, Zhaochun Ren, Jiahong Zou, Liu Yang, Zhiwei Xu, Xuri Ge, Zhumin Chen, Xinyu Ma, Daiting Shi, Shuaiqiang Wang, Dawei Yin, Xin Xin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation
Yuhao Wang, Ruiyang Ren, Yucheng Wang, Xin Zhao, Jing Liu, Hua Wu, Haifeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reinforcement Learning for Diffusion LLMs via Energy-Based Gibbs Alignment
Yijia Fan, Jing Yang, Mingyu Liu, Kaitong Cai, Jian Wang, Keze Wang, Jusheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reinforcement Learning for Self-Improving Agent with Skill Library
Jiongxiao Wang, Qiaojing Yan, Yawei Wang, Yijun Tian, Soumya Smruti Mishra, Zhichao Xu, Megha Gandhi, Panpan Xu, Lin Lee Cheong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reinforcement Learning on Pre-Training Data
Siheng Li, Kejiao Li, Zenan Xu, Guanhua Huang, Kun Li, Haoyuan Wu, Wujiajia, Zihao Zheng, Chenchen Zhang, Kun Shi, Xue Gong, Qi Yi, Ruibin Xiong, Tingqiang Xu, Yuhao Jiang, Jianfeng Yan, Yuyuan Zeng, Guanghui Xu, Jinbao Xue, Zhijiang xu, Zheng Fang, Shuai LI, Qibin Liu, Xiaoxue Li, Zhuoyu Li, Yangyu Tao, Fei Gao, Cheng Jiang, Bochao Wang, Kai Liu, Jianchen Zhu, Wai Lam, Bo Zhou, Di Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reinforcement Learning–Guided Adaptive Tuning for Out-of-Distribution Harmful Text Detection
Mengyu Xiang, Tinghao Chen, Boxu Han, Qiudan Li, Shu Wu, Daniel Dajun Zeng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reinforcing Agentic Search Via Reward Density Optimization
Kun Luo, Hongjin Qian, Zheng Liu, Ziyi Xia, Shitao Xiao, Zhao Cao, Siqi Bao, Jun Zhao, Kang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning
Yifan Wang, Shiyu Li, Peiming Li, Xiaochen Yang, Zheng Wei, Yang Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rendering Data Unlearnable by Exploiting LLM Alignment Mechanisms
Ruihan Zhang, Jun Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Repeated Sequences Reveal Gaps between Large Language Models and Natural Language
Kumiko Tanaka-Ishii
Natural Language Processing
日本大学: 早稲田大学
2026 · ACL
RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository
Zhiyuan Peng, Xin Yin, Pu Zhao, Fangkai Yang, Lu Wang, Ran Jia, Xu Chen, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReportLogic: Evaluating Logical Quality in Deep Research Reports
Jujia Zhao, Zhaoxin Huan, Zihan Wang, Xiaolu Zhang, Jun Zhou, Suzan Verberne, Zhaochun Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Representation Interventions Enable Lifelong Knowledge Memory Control in LLMs
Xuyuan Liu, Shengyu Chen, Xinshuai Dong, Yanchi Liu, Xujiang Zhao, Haoyu Wang, Yujun Yan, Haifeng Chen, Zhengzhang Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Resolving the Security-Auditability Dilemma with Auditable Latent Chain-of-Thought Alignment
Guan Wang, Biyu Zhou, Xuehai Tang, Jizhong Han, Songlin Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Resonating with RoPE: Spectral Quantization for High-Fidelity Key Cache Compression
Xuefei Wang, Haoyu Tang, Tianyuan Liang, Zhibin Wang, Yupeng Hu, Weili Guan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification
Shakhrul Iman Siam, Tiantian Feng, Jiankun Zhang, Shrikanth Narayanan, Mi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding
Ke Ma, Jiaqi Tang, Bin Guo, Xueting Han, Ruonan Xu, Qingfeng He, Ziheng Wang, Xu Wang, Qifeng Chen, Zhiwen Yu, Yunhao Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Responsible Evaluation of AI for Mental Health
Hiba Arnaout, Anmol Goel, H. Andrew Schwartz, Steffen T. Eberhardt, Dana Atzil-Slonim, Gavin Doherty, Brian Schwartz, Wolfgang Lutz, Tim Althoff, Munmun De Choudhury, Hamidreza Jamalabadi, Raj Sanjay Shah, Flor Miriam Plaza-del-Arco, Dirk Hovy, Maria Liakata, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing
Tingyu Song, Yanzhao Zhang, Mingxin Li, Zhuoning Guo, Dingkun Long, Pengjun Xie, Siyue Zhang, Yilun Zhao, Shu Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rethinking Depression Prediction from a Fine-Grained Subscore Modeling Perspective via Multi-Task Learning
Zhenguang Wang, Bo Li, Wenhui Tan, Peng Cao, Yang Wang, Jia Duan, Fei Wang, Osmar Zaiane
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rethinking Entropy Interventions in RLVR: An Entropy Change Perspective
Zhezheng Hao, Hong Wang, Haoyang Liu, Jian Luo, Jiarui Yu, Hande Dong, Qiang Lin, Can Wang, Jiawei Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG-based Benchmark, New Insights
Wenbo Chen, Veena Padmanabhan, Tootiya Giyahchi, Elaine Wong, Leman Akoglu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rethinking Expert Trajectory Utilization in LLM Post-training for Mathematical Reasoning
Bowen Ding, Yuhan Chen, Jiayang Lyu, Jiyao Yuan, Qi Zhu, Shuangshuang Tian, Dantong Zhu, Futing Wang, Heyuan Deng, Fei Mi, Lifeng Shang, Tao Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring
Peichun Hua, Hao Li, Shanghao Shi, Zhiyuan Yu, Ning Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rethinking Meeting Effectiveness: A Benchmark and Framework for Temporal Fine-grained Automatic Meeting Effectiveness Evaluation
Yihang Li, Chenhui Chu
Natural Language Processing
日本大学: 京都大学
2026 · ACL
Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems
Yilun Zhao, Jinbiao Wei, Tingyu Song, Siyue Zhang, Chen Zhao, Arman Cohan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rethinking Sample Polarity in Reinforcement Learning with Verifiable Rewards
Xinyu Tang, Yuliang Zhan, Zhixun Li, Xin Zhao, Zhenduo Zhang, Zujie Wen, Zhiqiang Zhang, Jun Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rethinking Table Pruning in TableQA: From Sequential Revisions to Gold Trajectory-Supervised Parallel Search
Yu Guo, Shenghao Ye, Shuangwu Chen, Zijian Wen, Tao Zhang, Bai Qirui, Dong Jin, Yunpeng Hou, Huasen He, Jianyang, Xiaobin Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rethinking the Idiomaticity Decomposability Hypothesis: Evidence from Distributional Learning
Maggie Mi, Golzar Atefi, Atsuki Yamaguchi, Felix Gers, Aline Villavicencio, Nafise Sadat Moosavi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents
Zeping Li, Hongru Wang, Yiwen Zhao, Guanhua Chen, Yixia Li, Keyang Chen, Yixin Cao, Guangnan Ye, Hongfeng Chai, Zhenfei Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Retrieval Heads are Dynamic
Yuping Lin, Zitao Li, Yue Xing, Pengfei He, Yingqian Cui, Yaliang Li, Bolin Ding, Jingren Zhou, Jiliang Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning
Bo Li, Mingda Wang, Gexiang Fang, Shikun Zhang, Wei Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Retrieval-Augmented Defense: Adaptive and Controllable Jailbreak Prevention for Large Language Models
Guangyu Yang, Jinghong Chen, Jingbiao Mei, Weizhe Lin, Bill Byrne
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Retrievals Can Be Detrimental: Unveiling the Backdoor Vulnerability of Retrieval-Augmented Diffusion Models
Hao Fang, Xiaohang Sui, Hongyao Yu, Kuofeng Gao, Jiawei Kong, Sijin Yu, Bin Chen, Shu-Tao Xia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Retrieving to Recover: Towards Incomplete Audio-Visual Question Answering via Semantic-consistent Purification
Jiayu Zhang, Shuo Ye, Qilang Ye, Zihan Song, Jiajian Huang, Zitong YU
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reusable Experiences: Latent Routing and Modular Composition in LLMs
Shuai Ling, Lizi Liao, Dongmei Jiang, Weili Guan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Revealing Procedural Reasoning Structures in Chain-of-Thought Training via Span-Level Gradient Organization
Jia Liu, Jiaxin Luo, Weiwen Xu, Jonathan M. Garibaldi, Xiao-Kun Wu, Yixue Hao, Min Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Revealing the Seen, Imagining the Beyond: A Survey of Image-Grounded Chain-of-Thought Reasoning in Multimodal LLMs
Qihua Dong, Yitian Zhang, Huimin Zeng, Yizhou Wang, Jianglin Lu, Kuo Yang, Yun Fu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents
Zhuofeng Li, Yi Lu, Dongfu Jiang, Haoxiang Zhang, Yuyang Bai, Chuan Li, Yu Wang, Shuiwang Ji, Jianwen Xie, Yu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Revisit What You See: Revealing Visual Semantics in Vision Tokens to Guide LVLM Decoding
Beomsik Cho, Jaehyung Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation
Wei-Cheng Tseng, Xuanru Zhou, Mingyue Huo, Yiwen Shao, Hao Zhang, Dong Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Revisiting Metric Reliability for Fine-grained Evaluation of Machine Translation and Summarization in Indian Languages
Amir Hossein Yari, Kalmit Kulkarni, Ahmad Raza Khan, Fajri Koto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Revisiting Model Interpolation for Efficient Reasoning
Taiqiang Wu, Runming Yang, Tao Liu, Jiahao Wang, Ngai Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Revisiting Non-Verbatim Memorization in Large Language Models: The Role of Entity Surface Forms
Yuto Nishida, Naoki Shikoda, Yosuke Kishinami, Ryo Fujii, Makoto Morishita, Hidetaka Kamigaito, Taro Watanabe
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学 / 東北大学
2026 · ACL
Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models
Yang Liu, Hongming Li, Melissa Xiaohui Qin, Chao Huang, Qiankun Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Revisiting the Reliability of Language Models in Instruction-Following
Jianshuo Dong, Yutong Zhang, Liu Yan, Zhenyu Zhong, Tao Wei, Chao Zhang, Han Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Revitalizing Black-Box Interpretability: Actionable Interpretability for LLMs via Proxy Models
Junhao Liu, Haonan Yu, Zhenyu Yan, Xin Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reward Alignment Optimization: A Direct Point-wise Alignment Approach
Zelin Li, Jia Leng, Dawei Song, Yangen Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Reward Modeling for Scientific Writing Evaluation
Furkan Şahinuç, Subhabrata Dutta, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rhetorical Questions in LLM Representations: A Linear Probing Study
Louie Hong Yao, Vishesh Anand, Yuan Zhuang, Tianyu Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Right at My Level: A Unified Multilingual Framework for Proficiency-Aware Text Simplification
Jinhong Jeong, Junghun Park, Youngjae Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
River-LLM: Large Language Model Seamless Exit Based on KV Share
Yingtao Shen, An Zou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RoBSA: RoPE-based Blockwise Sparse Multi-head Latent Attention
Xinyu Shi, Kairong Luo, Zhen Zheng, Wenguang Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Robertha: Eigenspectrum Regularized Attention for Robust Natural Language Understanding
Andreia Podasca, Anup Das
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RoboFailRing: Retrieval-Augmented and Language Grounding Failure Detection for VLM-enabled Robotic Manipulation
Chenduo Ying, Linkang Du, Yuanchao Shu, Peng Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Robust Membership Inference for Large Language Models under Adversarial Generative Corruption
Yuanhong Huang, Huili Wang, Xueying Bai, Jinrui Wang, Jiajun Liu, Ziqin Wang, Wanchun Ni, Shangguang Wang, Tao Qi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors
Zhiwei Zhang, Fei Zhao, Rui Wang, Zezhong Wang, Bin Liang, Jiakang Wang, Yao Hu, Shaosheng Cao, Kam-Fai Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL
Le Zhou, Feng Yao, Fengcai Qiao, Bo Xu, Fangyuan Wang, Boyan Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Route to Rome Attack: Directing LLM Routers to Expensive Models via Adversarial Suffix Optimization
Haochun Tang, Yuliang Yan, Jiahua Lu, Huaxiao Liu, Enyan Dai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents
Jize Wang, Han Wu, Zhiyuan You, Yiming Song, Yijun Wang, Zifei Shan, Yining Li, Songyang Zhang, Xinyi Le, Cailian Chen, Xinping Guan, Dacheng Tao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection
Tianyi Niu, Justin Chen, Genta Indra Winata, Shi-Xiong Zhang, Supriyo Chakraborty, Sambit Sahu, Yue Zhang, Elias Stengel-Eskin, Mohit Bansal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RubricBench: Aligning Model-Generated Rubrics with Human Standards
Junyi Zhou, Qiyuan Zhang, Yufei Wang, Fuyuan Lyu, Yidong Ming, Can Xu, Qingfeng Sun, Kai Zheng, Peng Kang, Xue Liu, Chen Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation
Sunzhu Li, Jiale Zhao, Huimin Ren, Zhenlin Wei, Yang Zhou, Jingwen Yang, Shunyu Liu, Kaike Zhang, Chen Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
S2G-RAG: Structured Sufficiency and Gap Judging for Iterative Retrieval-Augmented QA
Minghan Li, Junjie Zou, Xinxuan Lv, Chao Zhang, Guodong Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
S2O: Early Stopping for Sparse Attention via Online Permutation
Yu Zhang, Songwei Liu, Chenqian Yan, Linsheng, Beichen Ning, Fangmin Chen, Xing Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models
Feng Jiang, Zhiyu Lin, Yiyang Liu, Liumeng Xue, Fan Bu, Yuhao Du, Xiangying Chen, Benyou Wang, Haizhou Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAC: Neural Speech Codec with Semantic-Acoustic Dual-Stream Quantization
Wenxi Chen, Ruiqi Yan, Yushen Chen, Zhikang Niu, Ziyang Ma, Xiquan Li, Yuzhe Liang, Wenhanlin, Shunshun Yin, Ming Tao, Xinsheng Wang, Xie Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SACTOR: LLM-Driven Correct and Idiomatic C to Rust Translation with Static Analysis and FFI-Based Verification
Tianyang Zhou, Ziyi Zhang, Haowen Lin, Somesh Jha, Mihai Christodorescu, Kirill Levchenko, Varun Chandrasekaran
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAD: A Large-Scale Strategic Argumentative Dialogue Dataset
YongKang Liu, Jiayang Yu, Mingyang Wang, Yiqun Zhang, Ercong Nie, Shi Feng, Daling Wang, Kaisong Song, Hinrich Schuetze
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SADA: Bridging In-Context Learning and Fine-Tuning via State-Aligned Distillation Adapters
Wenhao Gao, Tianlong Wang, Wei Jia, Linhao Zhang, Aiwei Liu, Miao Fan, Zhou Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning
Peidong Wang, Zhiming Ma, Xin Dai, YongKang Liu, Shi Feng, Xiaocui Yang, Wenxing Hu, Zhihao Wang, Mingjun Pan, Li Yuan, Daling Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAFO: Stable Adaptive Fairness Optimization for LLM-Based Social Survey Simulation
Chenxi Lin, Zhuoren Jiang, Kaisong Song, Yiquan Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAGE: A Search-AuGmented Evaluation of Large Language Models on Free-Form QA
Sher Badshah, Ali Emami, Hassan Sajjad
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation
Shuo Yang, Zheyu Zhang, Bardh Prenkaj, Gjergji Kasneci
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAGE: Synergistic Adaptive Gating of Experts for Hateful Video Detection
Jie Huang, Xin Liao, Junjie Wang, Mingyang Li, Wenshuo Wang, Ziyou Jiang, Shoubin Li, Qing Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAHM: A Benchmark for Arabic Financial and Shari’ah-Compliant Reasoning
Rania Elbadry, Sarfraz Ahmad, Ahmed Heakl, Dani Bouch, Momina Ahsan, Muhra AlMahri, Marwa Elsaid Khalil, Yuxia Wang, Salem Lahlou, Sophia Ananiadou, Veselin Stoyanov, Jimin Huang, Xueqing Peng, Preslav Nakov, Zhuohan Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAIR-Comb : A Structure-Aware Iterative Refinement Framework for Combinatorics Autoformalization
Weijie Jiang, Gaolei He, Beibei Xiong, Jianlin Wang, Zhengfeng Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAM3-I: Segment Anything with Instructions
Jingjing Li, Yue Feng, Yuchen Guo, Jincai Huang, Wei Ji, Qi Bi, Yongri Piao, Miao Zhang, Xiaoqi Zhao, Qiang Chen, Shihao Zou, Huchuan Lu, Li Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAME: Safety-Aware Model Editing Guided by Safety Transformation
Jiayi Wang, Shipeng Wang, Ji Wu, Jian Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAME: Signer-Aware Mixture-of-Experts for Test-Time Adaptation in Sign Language Translation
Lujia Yang, Weicai Yan, Yongbo He, Qifei Zhang, Tao Jin, Jinshan Zhang, Meng Xi, Jianwei Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression
Yiqiao Jin, Kartik Sharma, Vineeth Rakesh, Yingtong Dou, Menghai Pan, Mahashweta Das, Srijan Kumar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SAT: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking
Weiyang Huang, Xuefeng Bai, Kehai Chen, Xinyang Chen, Yibin Chen, Weili Guan, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）