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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
SATQuest: A Verifier for Logical Reasoning Evaluation and Reinforcement Fine-Tuning of LLMs
Yanxiao Zhao, Yaqian Li, Zihao Bo, Rinyoichi Takezoe, Haojia Hui, Mo Guang, Lei Ren, Xiaolin Qin, Kaiwen Long
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SCAN: Structured Capability Assessment and Navigation for LLMs
Zongqi Wang, Tianle Gu, Chen Gong, Xin Tian, Siqi Bao, Yujiu Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SCOPE: Boosting LLM Efficiency with Scoped Position Encoding
Qingguo Qi, Hongyang Chen, Zhao Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SCOUT: Selective Coupling via Optimal Unbalanced Transport for Interpretable Text Classification
Junhao Jia, Hanwen Zheng, Yueyi Wu, Huangwei Chen, Haishuai Wang, Jiajun Bu, Lei Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SCVQ: Sparse-Compensated Vector Quantization for Large Language Models
Zixuan Zhou, Yujun Diao, Zicheng Kong, Dehua Ma, Zhenbo Xu, Pei Pei Li, Zhaofeng He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding
Shuang Cheng, Yuhua Jiang, Zineng Zhou, Dawei Liu, Tao Wang, Linfeng Zhang, Biqing Qi, Bowen Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes
Wenxuan Xie, Yaxun Dai, Wenhao Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SDiaReward: Modeling and Benchmarking Spoken Dialogue Rewards with Modality and Colloquialness
Jingyu Lu, Yuhan Wang, Fan Zhuo, Xize Cheng, Changhao Pan, Xueyi Pu, Yifu Chen, Chenyuhao Wen, Tianle Liang, Zhou Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SEA-BED: How Do Embedding Models Represent Southeast Asian Languages?
Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Raymond Ng, Jann Railey Montalan, Thura Aung, Jian Gang Ngui, Yosephine Susanto, William Chandra Tjhi, Panuthep Tasawong, Erik Cambria, Ekapol Chuangsuwanich, Sarana Nutanong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SEARL: Joint Optimization of Policy and Tool Graph Memory for Self-Evolving Agents
Xinshun Feng, Xinhao Song, Lijun Li, Gongshen Liu, Jing Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SEE: Signal Embedding Energy for Quantifying Noise Interference in Large Audio Language Models
Yuanhe Zhang, Jiayu Tian, Yibo Zhang, Shilinlu Yan, Liang Lin, Zhenhong Zhou, Li Sun, Sen Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SELECting over Tokens: Curating Pre-training Data at Scale via Token Classification
Xin Tong, Weidong Zhang, Jiaang Li, Haibin Chen, Shilei Liu, Langming Liu, Kangtao Lv, Yujin Yuan, Wenbo Su, Bo Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe
Yuxin Xiao, Shujian Zhang, Marzyeh Ghassemi, Wenxuan Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SGPVT: Self-Generated Proximal Visual Tokens for Mitigating Proximal Collateral Damage in MLLM Unlearning
Jiaqi Li, Zhijing Zhang, Jiahui Geng, Sheng Bi, Chuanyi Zhang, Fan Liu, Guilin Qi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SGT: Securing Open-Source LLMs Against Malicious Fine-tuning via Safety Guidance Trigger
Sunguk Shin, Fangzhao Wu, Byung-Jun Lee, Meeyoung Cha, Sungwon Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SGVEF-LOOP: Coverage-Guided Progressive Topological Exploration and Fact-Grounded Metamorphic Evaluation for MCP Agents
Zenghao Liu, Yansong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SHAPE: Stage-aware Hierarchical Advantage via Potential Estimation for LLM Reasoning
Zhengyang Ai, Zikang Shan, Xiaodong Ai, Jingxian Tang, Hangkai Hu, Pinyan Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SHAPE: Unifying Safety, Helpfulness and Pedagogy for Educational LLMs
Sihang Zhao, Kangrui Yu, Youliang Yuan, Pinjia He, Hongyi Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SHARP: Self-adaptive Harmful Category-aware Prompt Generation for Black-box Jailbreaking
Yingjie Xue, Xingyou Xia, Jun Zhang, Yunbo Cao, Dengpan Ye, Guotong Geng, Fei Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SILO-BENCH: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems
Yuzhe Zhang, Feiran Liu, Yi Shan, Xinyi Huang, Xin Yang, Yueqi Zhu, Xuxin Cheng, Cao Liu, Ke Zeng, Terry Jingchen Zhang, Wenyuan Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SLICEFORMER: Static Program Slicing Using Language Models With Dataflow-Aware Pretraining and Constrained Decoding
Pengfei He, Shaowei Wang, Tse-Hsun Chen, Muhammad Asaduzzaman
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SLR: Automated Synthesis for Scalable Logical Reasoning
Lukas Helff, Ahmad Omar, Felix Friedrich, Antonia Wüst, Hikaru Shindo, Rupert Mitchell, Tim Woydt, Patrick Schramowski, Wolfgang Stammer, Kristian Kersting
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SLoRA: Balancing Plasticity and Forgetting in Large Language Models for Continual Learning
Lina Yang, Yusheng Liao, Yanfeng Wang, Yu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SMART: Evaluating LLMs’ Mathematical Reasoning via a Human Cognitive Process-Inspired Benchmark
Yujie Hou, Mei Wang, Yaoyao Zhong, Ting Zhang, Xuetao Ma, Hua Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SMARTER: A Data-efficient Framework to Improve Toxicity Detection with Explanation via Self-augmenting Large Language Models
Huy Nghiem, Advik Sachdeva, Hal Daumé Iii
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SMILE-Next: Teaching Large Language Models to Detect, Classify, and Reason about Laughter
Lee Jung-Mok, Kim Sung-Bin, Joohyun Chang, Lee Hyun, Tae-Hyun Oh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SOAPTriage: SOAP-Guided Multi-View Clinical Text Modeling Framework for Automated ESI Prediction
Enming Wang, Jianlei Wang, Xueping Peng, Hongjiao Guan, Yinglong Wang, Sibo Wei, Jianbin Guo, Ruifeng Xu, Wenpeng Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SOAR: Supervision from Observation for Agentic Reinforcement Learning
Meng Li, Lei Li, Xiting Wang, Yi Yuan, Zheng Wei, Brucebian, Zang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization
Yuncheng Hua, Sion Weatherhead, Mehdi Jafari, Hao Xue, Flora D. Salim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling
Yupeng Chang, Yuan Wu, Yi Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models
Binxian Su, Haoye Lou, Shucheng Zhu, Weikang Wang, Ying Liu, Dong Yu, Pengyuan Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SPARD: Self-Paced Curriculum for RL Alignment via Integrating Reward Dynamics and Data Utility
Xuyang Zhi, Peilun Zhou, Chengqiang Lu, Hang Lv, Yiwei Liang, Rongyang Zhang, Yan Gao, Yiwu, Yao Hu, Hongchao Gu, Defu Lian, Hao Wang, Enhong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SPARK: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning
Jinyang Wu, Shuo Yang, Yuhao Shen, Shuai Zhang, Zhengqi Wen, Jianhua Tao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SPARKLE: A Structured and Plug-and-play Agentic Retrieval Policy for Adaptive RAG Models
Jinyuan Fang, Zaiqiao Meng, Craig Macdonald
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SPEAK: Spiking Neurons as an Entropy-Aware Tokenizer for Large Language Models
Ming Chen, Wenyao Li, Chao Liang, Shi Gu, Peng Lin, De Ma, Huajin Tang, Qian Zheng, Gang Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SPENCE: A Syntactic Probe for Detecting Contamination in NL2SQL Benchmarks
Mohammadtaher Safarzadeh, Hitesh Laxmichand Patel, Afshin Oroojlooy, Graham Horwood, Dan Roth
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science
Wonduk Seo, Juhyeon Lee, Yanjun Shao, Qingshan Zhou, Seunghyun Lee, Yi Bu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks
Tianyi Wang, Yixia Li, Long Li, Yibiao Chen, Shaohan Huang, Yun Chen, Peng Li, Yang Liu, Guanhua Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SQL-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-SQL
Harper Hua, Zhen Han, Zhengyuan Shen, Meng-Chieh Lee, Sheng Guan, Qi Zhu, Sullam Jeoung, Yueyan Chen, Yunfei Bai, Shuai Wang, Vassilis N. Ioannidis, Huzefa Rangwala
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SRA: Span Representation Alignment for Large Language Model Distillation
Quoc Phong Dao, Hoang Son Nguyen, Pham Khanh Chi, Tung Nguyen, Linh Ngo Van, Nguyen Thi Ngoc Diep, Trung Le
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SSA: Improving Performance With a Better Scoring Function
Omar Naim, Swarnadeep Bhar, Jerome Bolte, Nicholas Asher
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SSG: Logit-Balanced Vocabulary Partitioning for LLM Watermarking
Chenxi Gu, Xiaoning Du, John C. Grundy
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SSSD: Simply-Scalable Speculative Decoding
Michele Marzollo, Jiawei Zhuang, Niklas Roemer, Niklas Zwingenberger, Lorenz K Muller, Lukas Cavigelli
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training
Qiuyi Qi, Tian Liang, Mutian Bao, Jinjian Zhang, Dongnan Liu, Wei Zhou, Linjian Mo, Ming Kong, Jie Liu, Feng Zhang, Qiang Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
STEM: Structure-Tracing Evidence Mining for Knowledge Graphs-Driven Retrieval-Augmented Generation
Peng Yu, En Xu, Bin Chen, Haibiao Chen, Yinfei Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
STK-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation
Shuyuan Zhao, Wei Chen, Weijie Zhang, Xinrui Hou, Junfeng Shen, Boyan Shi, Shengnan Guo, Youfang Lin, Huaiyu Wan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
STRIDE-ED: A Strategy-Grounded Stepwise Reasoning Framework for Empathetic Dialogue Systems
Hongru Ji, Yuyin Fan, Meng Zhao, Xianghua Li, Lianwei Wu, Chao Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
STReasoner: Empowering LLMs for Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement Learning
Juntong Ni, Shiyu Wang, Qi He, Ming Jin, Wei Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SURE or Not? Investigating Semantic Understanding in Dense Retrieval Models
Lingdi Kong, Xuanang Chen, Ben He, Le Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SWAN: Semantic Watermarking with Abstract Meaning Representation
Ziping Ye, Gourab Dey, Christos Christodoulopoulos, Charith Peris, Anil Ramakrishna, Weitong Ruan, Aram Galstyan, Kai-Wei Chang, Rahul Gupta, Ninareh Mehrabi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
S^4: Operationalizing Speech Act Theory for Strategic Semi-Structured Psychiatric Interview
Guanqun Bi, Zhoufu Liu, Zhuang Chen, Dazhen Wan, Xiyao Xiao, Minlie Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Saber: Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model in Code Generation
Yihong Dong, Zhaoyu Ma, Xue Jiang, Zhiyuan Fan, Jiaru Qian, Yongmin Li, Jianha Xiao, Zhi Jin, Ge Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Safe-FedLLM: Delving into the Safety of Federated Large Language Models
Mingxiang Tao, Yu Tian, Wenxuan Tu, Yue Yang, Xue Yang, Xiangyan Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator
Xueyang Zhou, Weidong Wang, Lin Lu, Jiawen Shi, Guiyao Tie, Xu Yongtian, Lixing Chen, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SafeConstellations: Mitigating Over-Refusals in LLMs Through Task-Aware Representation Steering
Utsav Maskey, Sumit Yadav, Mark Dras, Usman Naseem
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SafeMCP: Proactive Power Regulation for LLM Agent Defense via Environment-Grounded Look-Ahead Reasoning
Lichao Wang, ZhaoXing Ren, Tianzhuo Yang, Jiaming Ji, Chi Harold Liu, Yaodong Yang, Juntao Dai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SafeMT: Multi-turn Safety for Multimodal Language Models
Han Zhu, Juntao Dai, Jiaming Ji, Haoran Li, Chengkun Cai, Pengcheng Wen, Chi-Min Chan, Boyuan Chen, Yaodong Yang, Sirui Han, Yike Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Safeguarding LLM Fine-tuning via Push-Pull Distributional Alignment
Haozhong Wang, Zhuo Li, Yibo Yang, He Zhao, Hongyuan Zha, Dandan Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Safety-Utility Conflicts Are Not Global: Surgical Alignment via Head-Level Diagnosis
Wang Cai, Yilin Wen, Jinchang Hou, Du Su, Guoqiu Wang, Zhonghou Lv, Chenfu Bao, Yunfang Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SafetyMem: Adaptive Jailbreak Defense via Dual-Component Safety Memory
Hao Wang, Ziyi Ni, Huacan Wang, Pin Lyu, Lei Sha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
Zelin Tan, Hejia Geng, Xiaohang Yu, Mulei Zhang, Guancheng Wan, Yifan Zhou, Qiang He, Xiangyuan Xue, Heng Zhou, Yutao Fan, Zhong-Zhi Li, Zaibin Zhang, Guibin Zhang, Chen Zhang, Zhenfei Yin, Philip Torr, Lei Bai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding
Sensen Gao, Shanshan Zhao, Xu Jiang, Lunhao Duan, Yong Xien Chng, Qing-Guo Chen, Weihua Luo, Kaifu Zhang, Jia-Wang Bian, Mingming Gong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
Zijun Liu, Zhennan Wan, Peng Li, Ming Yan, Fei Huang, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Scaling Law for Multimodal Large Language Model Supervised Fine-Tuning
YiFan Zhang, Tao Yu, Feng Li, Chaoyou Fu, Yibo Hu, Kun Wang, Qingsong Wen, Zhang Zhang, Liang Wang, Rong Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Scaling Laws for Code: A More Data-Hungry Regime
Xianzhen Luo, Wenzhen Zheng, Qingfu Zhu, Rongyi Zhang, Houyi Li, Siming Huang, YuanTao Fan, Wanxiang Che
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models
Tingchen Fu, Yafu Li, Jiawei Gu, Xiaoye Qu, Yu Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Scaling Test-Time Compute to Achieve IOI Gold Medal with Open-Weight Models
Mehrzad Samadi, Aleksander Ficek, Sean Narenthiran, Siddhartha Jain, Wasi Uddin Ahmad, Somshubra Majumdar, Vahid Noroozi, Boris Ginsburg
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes
Chuhan Wang, Xintong Li, Jennifer Yuntong Zhang, Junda Wu, Chengkai Huang, Lina Yao, Julian McAuley, Jingbo Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Schoenfeld’s Anatomy of Mathematical Reasoning by Language Models
Ming Li, Chenrui Fan, Yize Cheng, Soheil Feizi, Tianyi Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ScholaWrite: A Dataset of End-to-End Scholarly Writing
Khanh Chi Le, Linghe Wang, Minhwa Lee, Ross Volkov, Luan Tuyen Chau, Dongyeop Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SciCoQA: Quality Assurance for Scientific Paper–Code Alignment
Tim Baumgärtner, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
Yiyang Gu, Junwei Yang, Junyu Luo, Ye Yuan, Bin Feng, Yingce Xia, Shufang Xie, Kaili Liu, Bohan Wu, Qi Shi, Haoran Li, Beier Xiao, Zhiping Xiao, Xiao Luo, Weizhi Zhang, Philip S. Yu, Zequn Liu, Ming Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing
Tong Zhang, Honglin Lin, Zhou Liu, Chong Chen, Wentao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SciMDR: Advancing Scientific Multimodal Document Reasoning
Ziyu Chen, Yilun Zhao, Chengye Wang, Rilyn R. Han, Manasi Patwardhan, Arman Cohan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SciPedia: Unlocking the Value of Scientific Data for Pre-training
Yiwei Qin, Zhen Huang, Tiantian Mi, Weiye Si, Qipeng Guo, Siyuan Feng, Pengfei Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SeCuRepair: Semantics-Aligned, Curriculum-Driven, and Reasoning-Enhanced Vulnerability Repair Framework
Chengran Yang, Ting Zhang, Jinfeng Jiang, Xin Zhou, Haoye Tian, Mingzhe Du, Jieke Shi, Junkai Chen, Yikun Li, Eng Lieh Ouh, Lwin Khin Shar, David Lo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SeDev: Structured Semantic Exploration for LLM-Driven Code Generation
Ronghui Yang, Jie Liu, Jiajie Zeng, Jiexin Wang, Jiuchuan Jiang, Bo An, Yi Cai, Mengchen Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SeLaR: Selective Latent Reasoning in Large Language Models
Renyu Fu, Guibo Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SearchGym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation
Xichen Zhang, Ziyi He, Yinghao Zhu, Sitong Wu, Shaozuo Yu, Meng Chu, Wenhu Zhang, Haoru Tan, Jiaya Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SecureGate: Learning When to Reveal PII Safely via Token-Gated Dual-Adapters for Federated LLMs
Mohamed Shaaban, Mohamed Elmahallawy
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios
Junkai Chen, Huihui Huang, Yunbo Lyu, Junwen An, Jieke Shi, Chengran Yang, Ting Zhang, Haoye Tian, Yikun Li, Zhenhao Li, Xin Zhou, Xing Hu, David Lo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs
Yicheng Ji, Jun Zhang, Jinpeng Chen, Cong Wang, Lidan Shou, Gang Chen, Huan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
See2Refine: Vision-Language Feedback Improves LLM-Based eHMI Action Designers
Ding Xia, Xinyue Gui, Mark Colley, Fan Gao, Zhongyi Zhou, Dongyuan Li [東京科学大学] [東京大学], Renhe Jiang, Takeo Igarashi
Natural Language Processing
日本大学: 東京科学大学 / 東京大学
2026 · ACL
Seeing No Evil: Blinding Large Vision-Language Models to Safety Instructions via Adversarial Attention Hijacking
Jingru Li, Wei Ren, Tianqing Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts
Haolei Xu, Haiwen Hong, Hongxing Li, Rui Zhou, Yang Zhang, Longtao Huang, Hui Xue, Yongliang Shen, Weiming Lu, Yueting Zhuang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Seeing the Whole Elephant: A Benchmark for Failure Attribution in LLM-based Multi-Agent Systems
Mengzhuo Chen, Junjie Wang, Fangwen Mu, Yawen Wang, Zhe Liu, Huanxiang Feng, Qing Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SegTune: Structured and Fine-Grained Control for Song Generation
Yuejiao Wang, Zihao Ji, Pengfei Cai, Xu Li, Haorui Zheng, Zewen Song, Zhongliang Liu, Chen Zhang, Pengfei Wan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Segment, Embed, and Align: A Universal Recipe for Aligning Subtitles to Signing
Zifan Jiang, Youngjoon Jang, Liliane Momeni, Gül Varol, Sarah Ebling, Andrew Zisserman
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SelFusion: Self-distillation for Diffusion Language Models
Hyeongsoo Lim, Jinyoung Kim, Eun Seo Seo, Min Ho Jang, Ji Won Yoon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Select Before Use: On the Importance of Reference Model Selection in Preference Alignment
Muyang Li, Runze Wu, Xiangyu Zhao, Bo Han, Daoyi Dong, Tongliang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Selective Contrastive Learning For Gloss Free Sign Language Translation
Chang Hao Lai, Rui Zhao, Xuewen Zhong, Jinsong Su, Yidong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Selective Knowledge Distillation: Fusing LLM Semantic Strengths with DNN Efficiency for Binary Code Similarity Detection
Shize Zhou, Peiyu Liu, Lirong Fu, Tong Ye, Wenhai Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Selective Test-Time Debiasing for CLIP via Reward Gating
Jaeho Han, Jisoo Yang, Hyeondong Woo, Mingyu Jeon, Sunjae Yoon, Junyeong Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Self-Guided Alignment: Adaptive Preference Sensing for Multi-Objective Generation
Ning Wang, Zhanyang Liu, Taotao Zhou, Xinrui Zhang, Zongru Shao, Haojie Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Self-Reflective Generation at Test Time
Jian Mu, Qixin Zhang, Zhiyong Wang, Menglin Yang, Shuang Qiu, Chengwei Qin, Zhongxiang Dai, Yao Shu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Self-SoftCoT: A Self-Consistent Framework via Position-Aware Latent Space Reinforcement Learning
Liangliang Dong, Lianlei Shan, Shuaimin Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SemCSE-Multi: Multifaceted and Decodable Embeddings for Aspect-Specific and Interpretable Scientific Domain Mapping
Marc Brinner, Sina Zarrieß
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Semantic Hardness Is Not Visual Hardness: Sign-Aware Hard Negative Mining for Sign Language Retrieval
Junmyeong Lee, Chan Hur, ChangSu Choi, Sukmin Cho, Fitsum Gaim, Eui Jun Hwang, Hoyun Song, KyungTae Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Semantic-Aware Logical Reasoning via a Semiotic Framework
Yunyao Zhang, Xinglang Zhang, Junxi Sheng, Wenbing Li, Junqing Yu, Yi-Ping Phoebe Chen, Wei Yang, Zikai Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Semantically Comprehensive Token Pruning in LVLMs via Maximizing Concept Coverage
Xueting Li, Qi Liu, Chenghao Xu, Xu Yang, Guangtao Lyu, Jiahua Li, Cheng Deng
Natural Language Processing
日本大学: 関与なし（対象大学）