EMNLP

2022–2026 LIVE

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Natural Language Processing

2026 · 2,627 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 · EMNLP
ScaffoldAgent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research
Zhibang Yang, Xinke Jiang, Yuzhen Xiao, Ruizhe Zhang, Yue Fang, Xinfei Wan, Zhengxing Song, Yuxuan Liu, Yuheng Huang, Junfeng Zhao, Yasha Wang, Xu Chu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Scalable Circuit Learning for Interpreting Large Language Models
Naiyu Yin, Dennis Wei, Tian Gao, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy, Yue Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Scale or Reason? A Compute-Equivalent Analysis of Reasoning Distillation
Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Kevin El Haddad, Celine Hudelot, Pierre Colombo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ScalePRM: Training Process Reward Models by Scaling Verification Compute Without Ground Truth
Salman Rahman, Sruthi Gorantla, Arpit Gupta, Swastik Roy, Nanyun Peng, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Scaling Laws for Mixed Quantization
Zeyu Cao, Yao Lai, Boyang Gu, Cheng Zhang, Pedro Gimenes, Jianqiao Lu, Xitong Gao, Jianyi Cheng, Robert D. Mullins, Yiren Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Scaling Near-Optimal SFT-RL Annotation Budget Allocation from Small to Large LLMs
Jingtan Wang, Arun Verma, Xiaoqiang Lin, Zhengyuan Liu, Nancy F. Chen, Daniela Rus, Bryan Kian Hsiang Low
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Scaling Unsupervised Word Alignment to Documents via Structural Constraints
Michelle Wastl, Jannis Vamvas, Rico Sennrich
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SchemaToken: Tokenizing Database Schemas for Efficient and Robust Text-to-SQL Linking
Weibin Liao, Jingwen Liu, Rihong Qiu, Xin Gao, Xinyu Ma, Hongxin Ding, Yue Fang, Yifan Zhu, Yuheng Huang, Junfeng Zhao, Yasha Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SciFigBench: A Benchmark for Scientific Method Figure Understanding
Lijia Wu, Zheng Li, Yuxuan Liu, Jingwen Zhang, Penghai Zhao, Xiang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SciLENS: RL-Driven Autonomous Agents for Scientific Localized Evidence Navigation and Synthesis
Leqi Zheng, Jinbo Su, Yuying Li, Chaokun Wang, Weiping Wang, Haitao Li, Jiajun Zhang, Shannan Yan, Zhaolu Kang, Rong Fu, Jie Wu, Fang Niu, Hang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SciRerankBench: Benchmarking Rerankers Towards Scientific Retrieval-Augmented Generation with LLMs
Haotian Chen, Qingqing Long, Meng Xiao, Xiao Luo, Wei Ju, Yuanchun Zhou, Xuezhi Wang, Hengshu Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ScienceArena: Benchmarking LLMs on Latest Scientific Olympiad Competitions
Guangxiang Zhao, Qilong Shi, Xusen Xiao, Liuwenpu, Yaoming Li, Linfeng Hao, Shuyang Hou, Zijian Guo, Xinrui Zhang, Yuntian Zhao, Zhengyang Wang, Wenrui Liu, Yuhan Wu, Tong Yang, Lin Sun, Xiangzheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ScopeBench: Evaluating Cultural Norm Scope Awareness in LLMs
Haojun Liang, Ziwei Zhao, Chenyu Li, Qiyue Zhao, Rongduomijia Mu, Yulan Shen, Yu Gu, Chen Zhang, Kairui Zhang, Yanbiao Ma, Wenxuan Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Scoped Semantic Invariance as a Foundation for LLM Reliability
Rosario Uceda-Sosa, Maria Chang, Karthikeyan Natesan Ramamurthy, Moninder Singh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ScreenCoder: Advancing Visual-to-Code Generation for Front-End Automation via Modular Multimodal Agents
Yilei Jiang, Yaozhi Zheng, Yuxuan Wan, Jiaming Han, Qunzhong Wang, Michael R. Lyu, Xiangyu Yue
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ScreenHaystack: Finding Blind Zones in GUI Grounding
Chenyue Li, Xiaoxiao Sun, Yubo Deng, Qinlin Zhao, Serena Yeung-Levy, Yuhui Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Script Is Not Preprocessing: Tokenizer-Mediated Transfer in Endangered Language Machine Translation
Pooja Singh, Saurabh Chauhan, Nishant Agnihotri, Sandeep Kumar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Scroll-Net: Geometry-Aware Constrained Decoding for Multi-Page Document Hierarchy Parsing
Wanting Lin, Hiuyi Cheng, Wei Pan, Lianwen Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SeDeM: Selective Decompression of Hidden-State Memories for Long-Context Question Answering
Maryam Haghifam, Jason Cong, Yizhou Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SeMLI-RAG: Semantics-Guided Multimodal Late Interaction for Retrieval-Augmented Radiology Report Generation
Jiawei He, Weibo Feng, Sohrab Ferdowsi, Anthony Yazdani, Boya Zhang, Osman Alperen Çinar-Koraş, Sameh Khattab, Jean-Philippe Corbeil, Henning Müller, Douglas Teodoro
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SeVeR: Selective Visual Exposure and Retrieval for 3D Medical Image Question Answering
Yaojun Hu, Danyang Tu, Yang Liu, Jiajin Zhang, Wei Fang, Zhiqiang Liu, Chunlai Dong, Yingda Xia, Haochao Ying, Jian Wu, Ling Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SecAgent: Efficient Mobile GUI Agent with Semantic Context
Yiping Xie, Chensong, Jingxuan Xing, Wei Jiang, Zekun Zhu, Yingyao Wang, Pi Bu, Jun Song, Yuning Jiang, Bo Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SecOPD: Mitigating Adaptive Prompt Injections by On-Policy Distillation
Yibo Peng, Long Lian, David Wagner, Sizhe Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Second language input density can induce age of acquisition effects in language models
Simon Jerome Han, James McClelland
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Secret Stealing Attacks on Local LLM Fine-Tuning through Supply-Chain Model Code Backdoors
Zi Li, Tian Zhou, Wenze Li, Jingyu Hua, Yunlong Mao, Sheng Zhong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Security and Privacy Prompts in the Wild: What Users Ask LLMs and How LLMs Respond
Hobin Kim, Xiaoyuan Wu, Omer Akgul, Lujo Bauer, Nicolas Christin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
See Beyond Words: Joint Visual–Language Representations Improve Brain Encoding of Language-Only Stimuli
Yongpeng Zhang, Congchi Yin, Runze Xia, Xuyun Wen, Piji Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Seeing Before Synthesizing: VLM-Guided Transition Event Discovery for Weakly-Supervised Dense Video Captioning
Ye-Chan Kim, Seunghee Choi, SeungJu Cha, Si-Woo Kim, Hwiseon Kim, HyunGee Kim, Dong-Jin Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation
Alexander Martin, William Gantt Walden, Reno Kriz, Dengjia Zhang, Kate Sanders, Eugene Yang, Chihsheng Jin, Benjamin Van Durme
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Seeing What Is Actually There: PriVE-Bench and PriVE-Tools for Counterfactual Evaluation of Agentic Visual Evidence in VLMs
Jingyu Sun, Jiachen Tu, Yuyang Xue, Yaoxin Jiang, Guoyi Xu, Zhengtao Yao, Rui Qian, Yizheng Sun, Hongpeng Zhou, Jingyuan Sun, Yan Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Seeing is Believing: Benchmarking and Mitigating the Interference of Language Priors on Visual Perception in MLLMs
Li Ma, Yan Zhuang, Jiawen Deng, Fuji Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion
Haoyi Qiu, Yilun Zhou, Pranav Narayanan Venkit, Kung-Hsiang Huang, Jiaxin Zhang, Nanyun Peng, Chien-Sheng Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Seeing the Unseen: Visual Similarity for Pixel Language Model Adaptation
Ran Zhang, Miryam de Lhoneux, Wessel Poelman
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Seeing with You: Perception-Reasoning Co-evolution for Multimodal Reasoning
Ziqi Miao, Haonan Jia, Lijun Li, Chen Qian, Yuan Xiong, Wenting Yan, Jing Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Seer: Efficient KV Cache Management for LLM Acceleration via Mitigating Semantic Search Inefficiency
Yiwei Hu, Fangxin Liu, Yue Liang, Xuan Wang, Cheng Li, Gezi Li, Li Jiang, Haibing Guan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Select the Key, Then Generate the Rest: Improving Multi-Modal Learning with Limited Data Budget
Xinyu Zhao, Kaishen Wang, Jiaye Yang, Jie Peng, Lirong Xiang, Faizan Siddiqui, Kwonjoon Lee, Behzad Dariush, Tianlong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Select, Label, Evaluate: Active Testing in NLP
Antonio Purificato, Maria Sofia Bucarelli, Andrea Bacciu, Fabrizio Silvestri, Amin Mantrach
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Selective State-Space Adaptation and Retrieval for Language Model Reasoning
Atahan Dokme, Larry Heck
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Self-Calibrating Language Models via Test-Time Discriminative Distillation
Mohamed Rissal Hedna, Jan Strich, Martin Semmann, Chris Biemann
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Self-Corrected Speech Reasoning: Diagnosing and Improving Condition Updating via PACER
Zijie Zeng, Liwen Shi, Yunji, Bowen Wang, Nanjie Li, Xiaoyong Guo, Zeyu Chen, Xinzheng Sun, Xuyang Xiong, Haoyang Wu, Sheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Self-Correcting Agentic RAG via Memory-Grounded Failure Localization
Haoyang Zhong, Yifei Sun, Shiwei Liu, Jie li, Chunping Wang, Yang Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Self-Correction Can Amplify Hallucinations: Fact-Level Repair with Graph-Based Evidence Routing in Multimodal Generation
Kaixiang Zhao, Tianrun Yu, Shawn Huang, Porter Jenkins, Yushun Dong, Amanda Hughes
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Self-Evolving Optimization of Agentic Systems for Machine Translation
Zhan Shen, Xiaotian Wang, Jason Naradowsky, Yusuke Miyao
Natural Language Processing
日本大学: 東京大学
2026 · EMNLP
Self-Evolving Vision Language Models for Structured Visual Understanding
Zongxia Li, Xiaomin Wu, Chengsong Huang, Hongyang Du, Xiyang Wu, Lantao Yu, Yicheng He, Zhichao Liu, Jiarui Zhang, Fuxiao Liu, Jing Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Self-Sanitize: Cognitive-Inspired In-Place Mitigation of LLM Harmful Responses
Wenjie Fu, Huandong Wang, Chen Gao, Guoan Wan, Junyao Gao, Yong Li, Tao Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Self-Supervised On-Policy Distillation for Omni-Modal Video Captioning
Zinuo Li, Yongxin Guo, Xin Li, Hao Tan, Zhao Zhong, Liefeng Bo, Mohammed Bennamoun, Farid Boussaid, Qiuhong Ke
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Sell More, Play Less: Benchmarking LLM Realistic Selling Skill
Xuanbo Su, Wenhao Hu, Le Zhan, Yuting Xie, Kailin Lyu, Kaijie Chen, Ziwei Li, Yeqiang Wang, Haibo Su, Yunzhang Chen, Ling Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SemBridge: Language Transfer in Sparse Encoders via Multilingual Semantic Bridge
Seongtae Hong, Youngjoon Jang, Jia-Huei Ju, Hyeonseok Moon, Heuiseok Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SemFlowRAG: Directed Semantic Flow from Abstraction to Evidence for Complex Reasoning
Houyuan Qin, Rong Wu, Qinyuan Qin, Botian Shi, Jingjing Qu, Yang Sun, Pinlong Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SemPOI-RL: Aligning LLM Semantic Reasoning for Interpretable Out-of-Town POI Sequential Generation
Yunqi Liu, Yang Zhang, Ruixing Zhang, Liangzhe Han, Yi Qiao, Tongyu Zhu, Leilei Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Semantic Distractor Robustness in LLMs: Exploring the Underlying Mechanisms
Xiangyu Wong, Eugene J. Yu, Chenhao Xiong, Zheng Li, Yifan Song, Sujian Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Semantic Flow Regularization: Teaching LLMs to Generate Diverse Yet Coherent Responses
Kerui Peng, Li Feifei, Xingyu Fan, Que Wenhui
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Semantic Head Specialization Guides Hybrid ViT Attention for Multimodal LLMs
Chenhong He, Lei Li, Shicheng Li, Hanglong Lv, Lingpeng Kong, Qi Liu, Tong Yang, Shuhuai Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Semantic Self-Guided Watermarking with Enhanced Text Quality for Large Language Models
Linkang Yang, Bo Zhang, Bin Mao, Jiajun Cheng, Junbo Fu, Bingxu Han, Bo Han, Jun Zhang, Guoshuai Zhao, Zhunchen Luo, Yunbo Cao, Xiaoying Bai, Guotong Geng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Send a SCOUT First: Pre-hoc Reasoning for Adaptive Detector Allocation in Prompt-Injection Defense
Shuhao Zhang, Jiarui Li, Qi Cao, Ruiyi Zhang, Pengtao Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Sequential Diffusion Language Models
Yangzhou Liu, Yue Cao, Hao Li, Gen Luo, Shihao Wang, Zhe Chen, Weiyun Wang, Xiaobo Liang, Biqing Qi, Lijun Wu, Changyao Tian, Yanting Zhang, Yuqiang Li, Tong Lu, Yu Qiao, Jifeng Dai, Wenhai Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Shallow to Deep: Aligning Token Pruning with Stage-wise Roles in LVLMs
Shuo Zhang, Jintao Tong, Yixiong Zou, Yuhua Li, Ruixuan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Shaped by Values: Language Through the Lens of Culture and Morality.
Neele Falk, David Jurgens, Gabriella Lapesa
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ShapleyLaw: A Game-Theoretic Approach to Multilingual Scaling Laws
Xuyang Cao, Qianying Liu, Chuan Xiao, Yusuke Oda, Jiayi Wang, Pontus Stenetorp, Daisuke Kawahara, Makoto Onizuka, Sadao Kurohashi, Shuyuan Zheng
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学 / 大阪大学 / 早稲田大学
2026 · EMNLP
Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling
Xinglin Wang, Hao Lin, Shaoxiong Feng, Peiwen Yuan, Yiwei Li, Jiayi Shi, Yueqi Zhang, Chuyi Tan, Ji Zhang, Boyuan Pan, Yao Hu, Kan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Shared Doubt: Zero-Shot Cross-Lingual Confidence Estimation for Language Models
Athina Kyriakou, Dennis Ulmer, Ivan Titov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Shopping Reasoning Bench: An Expert-Authored Benchmark for Multi-Turn Conversational Shopping Assistants
Shuxian Fan, Seonwoo Min, Youna Hu, Botao Xia, Jayakrishnan Unnikrishnan, Rowan Musselmann, Yifan Gao, Qingyu Yin, Priyanka Nigam, Bing Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Shortcut-Controlled Evaluation for AI-Generated Text Detection
Hee-Young Jung, Jae-Eon Ahn, Seong-Jin Park, Kang-Min Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Show Me How You Cite: Citation Fidelity, Usage, and Topology in the Evidence Behavior of AI Scientific Writing
Jihwan Oh, Gyeonghun Sun, Jisoo Kim, Yuho Lee, Taewon Yun, Jisu Shin, Hwanjun Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SiMing-Bench: Evaluating Procedural Correctness from Continuous Interactions in Clinical Skill Videos
Xiyang Huang, Jiawei Lin, Keying Wu, Jiaxin Huang, Kailai Yang, Renxiong Wei, Cheng Zeng, Jiayi Xiang, Ziyan Kuang, Min Peng, Qianqian Xie, Sophia Ananiadou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SieveServe: Adaptive Visual Token Pruning for Reliable and Efficient Multimodal LLM Inference
Xiao Li, Xiao Shi, Cheng Zhang, Sa Wang, Zhining Zhang, Xiaofang Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Signals Are Present, Predictions Fail: Probing Diagram Representations in Large Vision-Language Models
Haruto Yoshida, Keito Kudo, Yoichi Aoki, Ryota Tanaka, Itsumi Saito, Keisuke Sakaguchi, Kentaro Inui
Natural Language Processing
日本大学: 東北大学
2026 · EMNLP
Signals from the Future: Future-aware Semi-Autoregressive Decoding for Diffusion Language Models
Yangryeol Park, Jeonhwi Kang, Kunhui Lee, Hyeonju Kim, Jinyoung Choi, Seung-Hoon Na
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Silence the Judge: Reinforcement Learning with Self-Verifier via Latent Geometric Clustering
Nonghai Zhang, Weitao Ma, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Jingwen Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SimCRAFT: Distilling Remote Sensing Agents via Synthetic Trajectories and Contextual Retrieval-Augmented Fine-Tuning
Haoran Wang, Jing Yao, Xu Yang, Zeqing Wang, Yang Zhang, Pedram Ghamisi, Zhengchao Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SimLens: Two-Token Continuation for Early Exit in Single-Token Decision Tasks
Ming Ma, Bowen Zheng, Zhongqiao Lin, Tianming Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SimulS2ST-Omni: Data-Efficient Streaming Speech-to-Speech Translation via Explicit Trajectory Supervision
Rongshen He, Xinyu Liang, Dekun Chen, Jiaqi Li, Mingjie Chen, Zhizheng Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Simulating Multimodal Multiparty Student Interactions with Large Language Models for Training Adaptive Pedagogical Agents
Tristan Maidment, Timothy Nokes-Malach, Diane Litman, Erin Walker, Adriana Kovashka
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Size Sound Symbolism Survives Genealogy Across 27 Languages
Anika Sharma, Emma Wrenn, Tianyi Niu, Shashank Srivastava
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SketchVLM: Vision language models can annotate images to explain thoughts and guide users
Brandon Collins, Logan Bolton, Hung Nguyen, Mohammad Reza Taesiri, Trung Bui, Anh Totti Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Skill Reuse as Compression in Agentic RL
Zhikun Xu, Yu Feng, Jacob Dineen, Taiwei Shi, Jieyu Zhao, Ben Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SkillAlign: Aligning Skill Interfaces for LLM-based Agents
Shuo Ren, Xiaomian Kang, Jiajun Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SkillAttack: Automated Red Teaming of Agent Skills through Attack Path Refinement
Zenghao Duan, Yuxin Tian, Zhiyi Yin, Liang Pang, Jingcheng Deng, Wenbin Duan, Yuyao Ge, Zihao Wei, Shicheng Xu, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SkillBrew: Multi-Objective Curation of Skill Banks for LLM Agents
Wentao Hu, Zhendong Chu, Yiming Zhang, Junda Wu, Ming Jin, Xiangyu Zhao, Yilei Shao, Yanfeng Wang, Qingsong Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SkillForge: Learning from Success–Failure Boundaries for Consistent Long-Horizon Agents
Guangya Wan, Hao Wang, Xiao Ling, Mingyang Ling, Xiaoqi Ren, Sheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SkillHarm: Lifecycle-Aware Skill-Based Attacks via Automated Construction
Yuting Ning, Zhehao Zhang, Yash Kumar Lal, Boyu Gou, Junyi Li, Weitong Ruan, Chentao Ye, Rahul Gupta, Diyi Yang, Yu Su, Huan Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SkillMe: Evolving Agent Skills for Recurring Personal Workflows
Xiuqi Lu, Jie Zhang, Yuanfu Liu, Lewen Yan, Yutong Zhi, Jing Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SkillPyramid: A Hierarchical Skill Consolidation Framework for Self-Evolving Agents
Yuan Xiong, Ziqi Miao, Chen Qian, Lijun Li, Yequan Wang, Shizhu He, Jun Zhao, Kang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SkillSafetyBench: Evaluating Agent Safety under Skill-Facing Attack Surfaces
Chang Jin, An Wang, Zeming Wei, Kai Wang, BiaoJie Zeng, Qiaosheng Zhang, Chao Yang, Jingjing Qu, Xia Hu, Xingcheng Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SkillShift-Bench: Benchmarking Skill Learning under Environment Evolution for Web Agents
Bo-Yu Chen, Zhi Zhou, Yu-Feng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution
Hongyi Liu, Haoyan Yang, Tao Jiang, Bo Tang, Feiyu Xiong, Yuyu Luo, Zhiyu li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Skim and Skip: Hierarchical Adaptive Inference for Efficient Multimodal Retrieval
Meng Gao, Yizhen Zhang, Yang Ding, Ziqi Dai, Shuoshuo Zhang, Junjie Wang, Taiqiang Wu, Chufan Shi, Lei Ji, Jian Jiao, Linfeng Zhang, Yeyun Gong, Yujiu Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SlideForge: Controllable Editing of Slides as Structured Artifacts
Haozhen Zheng, Fulin Wang, Tianhu Xiong, YingJie Yu, Shengyi Qian, Hanchao Yu, Alex Schwing, Klara Nahrstedt, Mingyuan Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SlidesGen-Bench: Evaluating Slides Generation via Computational and Quantitative Metrics
Yunqiao Yang, Wenbo Li, Houxing Ren, Zimu Lu, Ke Wang, Zhiyuan Huang, Zhuofan Zong, Mingjie Zhan, Hongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SlimKV: Joint Token-Feature KV Cache Compression with Reconstruction-Free Beacon Attention
Zihan Teng, Jiayu Zhao, Wentao Ren, Minhao Fan, Tianrui Ma, Song Chen, Weichen Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Small Changes, Big Impact: Demographic Bias in LLM-Based Hiring Through Subtle Sociocultural Markers in Anonymised Resumes
Bryan Chen Zhengyu Tan, Shaun Khoo, Bich Ngoc Doan, Zhengyuan Liu, Nancy F. Chen, Roy Ka-Wei Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Small Models, Fewer Heads, More Forgetting: Sparse Attention Fine-Tuning for SLM Continual Learning
Hao Xu, Shezheng Song, Long Peng, Xiaodong Liu, Xiaopeng Li, Ma Jun, Shasha Li, Jie Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling
Runpeng Dai, Tong Zheng, Rui Liu, Chengsong Huang, Hongtu Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Small Reward Models via Backward Inference
Yike Wang, Faeze Brahman, Shangbin Feng, Teng Xiao, Hannaneh Hajishirzi, Yulia Tsvetkov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Small yet Assistive: Spatially-Aware Post-Training for Low Vision
Rishabh Choudhary, Shreyansh Raj, Umesh Goyal, Subh Kasyap, Shrestha Kumar, Sushovan Jena, Komal Kumar, Hisham Cholakkal, Aditya Nigam
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SmallReason-ColBERT: An Ultra-Small Late-Interaction Retriever for Reasoning Intensive Retrieval
Abdelrahman Abdallah, Mohammed Ali, Adam Jatowt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Smooth Operator: Smooth Verifiable Reward Activates Spatial Reasoning Ability of Vision-Language Model
Jiao Siwen, Tianxiong Lv, Kangan Qian, Chenxu Zhao, Xiuyuan Zhu, Yangyi Fang, Jinyu Li, Zhihao Liao, Yang Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SocialArena: Evaluating Social Intelligence in Large Language Models
Zongqi Wang, Rui Wang, Yuchuan Wu, Hua Yang, Bingxue Qiu, Tianle Gu, Bing Zhao, Yujiu Yang, Jieping Ye, Yongbin Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
SocialCritic: Grounding Multi-Agent Dialogue via Advantage-Based Endorsement Suppression
Shuang Cao, Rui Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Soft Tokens Are Off-Manifold: Geometric Correction for Continuous-Space Reasoning in Large Language Models
Jing Gao, Weiqiang Jin, Yunqi Mi, Peigen Ye, Hongyang Du, Biao Zhao, Yimin Deng, Chengxu Liu, Xueming Qian, Guoshuai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）