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
Ideation Arena: Evaluating LLM-driven Research Ideation with Battle-style Human Expert Annotation
Zhiyu Chen, Keyu Zhao, Jigao Fu, Dong Liang, Yanbiao Wu, Jiaoyang Li, Haidong Xue, Xinhua Zeng, Yuanyi Zhen, Fengli Xu, Yong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Identify, Classify, Act: Per-Instruction Controlled Compliance for LLMs over External Data
Zesheng Shi, Xue li, Chenrui Dai, Jing Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Identifying and Mitigating Bottlenecks in Role-Playing Agents: A Systematic Study of Disentangling Character Profile Axes
Yonghyun Jun, Junhyuk Choi, Jeonghyun Park, Jihyeong Park, Nicole Geumheon Liu, Hwanhee Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Identifying and Transferring Reasoning-Critical Neurons: Improving LLM Inference Reliability via Activation Steering
Fangan Dong, Zuming Yan, Xuri Ge, Zhiwei Xu, Mengqi Zhang, Xuanang Chen, Ben He, Xin Xin, Zhumin Chen, Ying Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Identity-Preserving Detoxification via Local Causal Effect Ranking on Masked Diffusion Language Models
Yucheng Lin, Yue Liu, Jiaojiao Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
IdioLink: Retrieving Meaning Beyond Words Across Idiomatic and Literal Expressions
Kai Golan Hashiloni, Daniel Fadlon, Lior Livyatan, Ofri Hefetz Shahar, Jiahuan Pei, Kfir Bar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
IdioSteer: Controlling Figurative-vs-Literal Interpretation via Residual-Stream Activation Steering
Bar Cohen, Kai Golan Hashiloni, Kfir Bar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Idioms Understood, Yet Translated Literally: Diagnosing Literal Translation Bias in Multilingual LLMs
Yanming Sun, Runzhe Zhan, Yu Chao, Jingkun Ma, Shuo Wang, Lidia S. Chao, Derek F. Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Illuminating the Path: Reachability-Aware Supervision Curation for LLM-Based Recommendation
Donghee Han, Jiwon Jeong, Hwanjun Song, Mun Yong Yi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Illusion of Alignment: Detecting Hidden Disagreement in Collaborative Dialogue
Kaiming Liu, Fuwen Luo, Ziyue Wang, Jinrui Ju, Yuxuan Liu, Xuanyu Lei, Yunghwei Lai, Peng Li, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Imag-Eval: a language-grounded framework for interpretable Text-to-Image instruction following evaluation
Ibrahim Mohamed Serouis, David Jaramillo Duque
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction
Tianxiang Jiang, Linquan Wu, Sheng Xia, Songze Li, Ziang Yan, Haoyu Yang, Yu Qiao, Yi Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models
Youwei Liu, Jian Wang, Hanlin Wang, Beichen Guo, Wenjie Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Import What You Need: Learning When and How to Augment EHR Graphs with External Knowledge
Chen Chen, Mohsen Nayebi Kerdabadi, Dongjie Wang, Mei Liu, Zijun Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Improving Diffusion Language Model Decoding through Joint Search in Generation Order and Token Space
Yangyi Shen, Tianjian Feng, Jiaqi Han, Wen Wang, Tianlang Chen, Chunhua Shen, Jure Leskovec, Stefano Ermon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Improving LLMs via Validator-to-Generator Alignment
Juan Diego Rodriguez, Jocelyn Zhang, Katrin Erk, Greg Durrett
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Improving Latent Reasoning in LLMs via Soft Concept Mixing
Kang Wang, Xiaocheng Luo, Xiangyu Duan, Yu Yao, Zaifu Zhan, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
In LLM Reasoning, there is Irrationality on top of Value Misalignment
Kejiang Qian, Fengxiang He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
In-Context Learning Beyond Copying: A Training-Time Analysis of Abstractive ICL
Kerem Şahin, Sheridan Feucht, Adam Belfki, Jannik Brinkmann, Aaron Mueller, David Bau, Chris Wendler
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
In-Place Feedback: Reliable Refinement for Multi-Turn Expert-LLM Collaboration
Youngbin Choi, Minjong Lee, Saemi Moon, Seunghyuk Cho, Chaehyeon Chung, MoonJeong Park, Dongwoo Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
InCoder-32B-Thinking: Industrial Code World Model for Thinking
Jian Yang, Wei Zhang, Jiajun Wu, Junhang Cheng, Tuney Zheng, Fanglin Xu, William Grant, Linzheng Chai, Yaxin Du, Haau-Sing Li, Yizhi LI, Yan Xing, Chuan Hao, Ran Tao, Ruihao Gong, Aishan Liu, Zhoujun Li, Mingjie Tang, Chenghua Lin, Siheng Chen, Xin Zhao, Xianglong Liu, Ming Zhou, Bryan Dai, Weifeng Lv
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing
Shuaiyi Li, Zhisong Zhang, Yang Deng, Chenlong Deng, Tianqing Fang, Hongming Zhang, Haitao Mi, Dong Yu, Wai Lam
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
InFi-Check: Interpretable and Fine-Grained Fact-Checking of LLMs on Grounding Documents
Yuzhuo Bai, Shuzheng Si, Kangyang Luo, Qingyi Wang, Wenhao Li, Gang Chen, Fanchao Qi, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
InSight: A Benchmark for Agentic Claim Verification in Interactive Visualizations
Maeve Hutchinson, Syed Mahbubul Huq, Mohammad Albinhassan, Radu Jianu, Aidan Slingsby, Pranava Madhyastha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Incorporating Explicit and Implicit Chain-of-Thought as Hybrid Reasoning Paradigm with Guided Latent Space Modeling
Guangyu Li, Zhekai Ge, Zhuo Chen, Zhen Zhang, Xinyu Wang, Yong Jiang, Kewei Tu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
IndicParam: Benchmark to evaluate LLMs on low-resource Indic Languages
Ayush Maheshwari, Kaushal Sharma, Vivekkumar Vasudevbhai Patel, Aditya Maheshwari
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
IndicWinoBias: Measuring Occupational Gender Bias and Error Asymmetry in Indian Languages
Naga Sai Ritvik Modumudi, Dipti Sharma, Parameswari Krishnamurthy
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
IndoDialect: A Multi-Dialect Conversational Dataset for Indonesian Local Languages
Salsabila Zahirah Pranida, Thamar Solorio, Fajri Koto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Inducing Task Models from Computer-Use Traces
Yucheng Jiang, Zora Zhiruo Wang, Ruishi Chen, Diyi Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Inferring the Unspoken: Aligning Embodied Agents with Implicit Preferences
Manjie Xu, Xinyi Yang, Wei Liang, Chi Zhang, Yixin Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
InfoDensity: Rewarding Information-Dense Traces for Efficient Reasoning
Chengwei Wei, Jung-jae Kim, Longyin Zhang, Shengkai Chen, Nancy F. Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
InfoEdit: Probing Global Layout Reasoning in Infographic Editing
Cheng Yang, Chufan Shi, Huijuan Wang, Bo Shui, Yaokang Wu, Muzi Tao, Yibo Yan, Xuezhe Ma, Taylor Berg-Kirkpatrick
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
InfoQuant: Shaping Activation Distributions for Low-Bit LLM Quantization
Ke Li, Dong AN, Xiaoling Zang, Can Ye, Liang Xie, Qibo Qiu, Chen Shen, Xiaofei He, Wenxiao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
InfoSpec: Information-Guided Anchor Selection for Retrieval-Based Speculative Decoding
Jie Wang, Yi Ren, Wei Li, Zhenyang Gao, Jiawei Liao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Information-Gain Rewards over Diversity-Pruned Tests: GT-Anchored Verifier Co-Training for Reliable Code Generation
Ana Nunez, Peyman Najafirad
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Integrated and Cross-Architecture Interpretation of LLM Reasoning
Leonardo Matthew Yauw, Wei-Bin Kou, Yujiu Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
IntentVLA: Short-Horizon Intent Modeling for Aliased Robot Manipulation
Shijie Lian, Bin Yu, Xiaopeng Lin, Zhaolong Shen, Laurence Tianruo Yang, Yurun Jin, Haishan Liu, Changti Wu, Hang Yuan, Cong Huang, Kai Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Inter-3D VQA: A Roadside Multimodal Benchmark for 3D Spatiotemporally Grounded Visual Question Answering
Shaozu Ding, Linan Song, Dajiang Suo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
InterPol: De-anonymizing LM Arena via Interpolated Preference Learning
Minsung Cho, Jaehyung Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Internalizing the Future: A Unified Agentic Training Paradigm for World Model Planning
Xuan Zhang, Zhijian Zhou, Lingfeng Qiao, Yulei Qin, Ke Li, Xing Sun, Xiaoyu Tan, Chao Qu, Yuan Qi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Interpreting and Steering for Safe and Correct Code Generation
Hao Yan, Ziyu Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Intra-Prompt Parallel Decoding for Common-Context Question Answering
Theodore Glavas, Nikhita Vedula, Dushyanta Dhyani, Antonios Valkanas, Yilun Zhu, Shervin Malmasi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Intrinsic Temporal Adaptation of CLIP for Partially Relevant Video Retrieval
Hyun Seok Seong, Woojin Jun, SuBeen Lee, Jae-Pil Heo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
IntroConformal: Conformal Factuality Guarantees for Large Vision-Language Models via Introspective Signals
Md. Atabuzzaman, Christian Alexander, Chris Thomas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Investigating Length Bias and Robustness in LVLMs for Multiple-Choice Question Answering
Md. Atabuzzaman, Hani Alomari, Chris Thomas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Investigating Linear Probe Robustness to Linguistic Register, Medical Specialty, and Corpus Shifts in Medical QA
Nishant Mishra, Ameen Abu-Hanna, Iacer Calixto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Investigating and Alleviating Harm Amplification in LLM Interactions
Ruohao Guo, Wei Xu, Alan Ritter
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Investigating and Enhancing Concept Induction in LLMs: A Prototype-based Property-augmented Approach
Mingyang Lyu, Bin Zhang, Chenlong Bao, Jin-Tao Tang, Shasha Li, Ting Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Investigating the Laws of Synonymy Evolution through a Fine-Grained Lemma-Based Framework
Eduardo Calò, Pierluigi Cassotti, Stefano De Pascale, Nina Tahmasebi, Pablo Mosteiro
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Invisible to Humans, Triggered by Agents: Stealthy Jailbreak Attacks on Mobile Vision–Language Agents
Renhua Ding, Xiao Yang, Zhengwei Fang, Jun Luo, Kun He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Is Agent Code Less Maintainable Than Human Code?
Shaswat P Patel, Betty Li Hou, Arun Purohit, Kai Xu, Jane Pan, He He, Valerie Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Is Alignment Enough for Helpfulness, Harmlessness, and Honesty?
Gautam Siddharth Kashyap, Mark Dras, Usman Naseem
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Is Convergence Inevitable? Tracing Output Homogeneity Back to Base Models
Alexandrine Fortier, Hazel Chen, Peter West
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Is Knowledge Distillation Actually Greener? A Case Study in Machine Translation
Joseph Attieh, Timothee Mickus, Anne-Laure Ligozat, Aurélie Névéol, Jörg Tiedemann
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Is Memorization Context-Sensitive? Prefix-Based Extraction Beyond Isolated Prefixes
Ali Satvaty, Narjes Sharafi, Jirui Qi, Suzan Verberne, Fatih Turkmen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Is Next-Chunk Reasoning RL Really Better than SFT? Revisiting Training Strategies under no-CoT Data
Yinhao Tang, Youqing Fang, Yanan Sun, Jiangning Liu, Ziyi Wang, Xun Zhao, Weiming Zhang, Bin Liu, Kuikun Liu, Wenwei Zhang, Kai Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Is Peer Review Really in Decline? Analyzing Review Quality across Venues and Time
Ilia Kuznetsov, Rohan Kumar Nayak, Alla Rozovskaya, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Is Position Bias in Dense Retrievers Built In—or Learned from Data?
Daegon Yu, SeungYoon Han, Woomyoung Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Is the Future Predictable? Modeling Future Predictability for Reliable Temporal Reasoning
Yongyi Huang, Huaping Zhang, Wenyao Cui, Qiuchi Li, Lei Li, Baohua Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing
Tao Hu, Jiaxin Ai, Licheng Wen, Xueheng Li, Shu Zou, Siqi Li, Nianchen Deng, Xinyu Cai, Hongbin Zhou, Pinlong Cai, Daocheng Fu, Yu Yang, Hairong Zhang, Botian Shi, Xuemeng Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
IterSynth: Rethinking Deep Search Agents via Role-Decoupled Iterative Synthesis
Xingyu Wu, Yuchen Yan, Zhengxi Lu, Siqi Chen, Xin Zhang, Aiting Liu, Chao Deng, Jie Liu, Jin Ma, Jian Shao, Jun Xiao, Yongliang Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
JADES: A Universal Framework for Jailbreak Assessment via Decompositional Scoring
Junjie Chu, Mingjie Li, Ziqing Yang, Ye Leng, Chenhao Lin, Chao Shen, Michael Backes, Yun Shen, Yang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
JAMER: Project-Level Code Framework Dataset and Benchmark on Professional Game Engines
Jianwen Sun, Chuanhao Li, Zizhen Li, Yukang Feng, Fanrui Zhang, Yifei Huang, Yu Dai, Kaipeng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
JPO: Juris Policy Optimization for Structured Legal Reasoning in Criminal Judgment Prediction
Zhaolu Kang, Yantao Liu, Tailong Luo, Leqi Zheng, Lei Wei, Chenghua Zhu, Junhao Gong, Jiachen Qian, Eric Hanchen Jiang, Jiaxin Liu, Yuan Wang, Hao Zhang, Zixia Wang, Rong Fu, Zheng Lin, Richeng Xuan, Zhichao Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
JURY-RL: Votes Propose, Proofs Dispose for Label-Free RLVR
Xinjie Chen, Biao Fu, Wu Jing, Guoxin Chen, Xinggao Liu, Dayiheng Liu, Minpeng Liao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Jais 2: A Family of Arabic-Centric Open Large Language Models
Mohamed Anwar, Abed Alhakim Freihat, George Ibrahim, Mostafa Awad, Abdelrahman Sadallah, Gurpreet Gosal, Gokulakrishnan Ramakrishnan, Sarath Chandran, Biswajit Mishra, Rituraj Joshi, Ahmed Frikha, Etienne Goffinet, Abhishek Maiti, Ali El Filali, Sarah AlBarri, Samujjwal Ghosh, Rahul Pal, Parvez Mullah, Awantika Shukla, Sajid Siddiki, Samta Kamboj, Onkar Pandit, Sunil Kumar Sahu, AbdelRahman Elbadawy, Amr Mohamed, Ahmad Chamma, Evan Dufraisse, Abdelaziz Bounhar, Dani Bouch, Hadi Abdine, Guokan Shang, Fajri Koto, Yuxia Wang, Zhuohan Xie, Ali Mekky, Rania Elbadry, Sarfraz Ahmad, Momina Ahsan, Omar El Herraoui, Daniil Orel, Hasan Iqbal, Kareem Elzeky, Mervat Abassy, Kareem Elozeiri, Saadeldine Eletter, Farah Atif, Nurdaulet Mukhituly, Haonan Li, Xudong Han, Aaryamonvikram Singh, Zainul Abedien Ahmed Quraishi, Neha Sengupta, Larry Murray, Avraham Sheinin, Joel Hestness, Natalia Vassilieva, Hector Xuguang Ren, Zhengzhong Liu, Michalis Vazirgiannis, Preslav Nakov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
JarvisGUI: Towards Cross-Device GUI Agents with Dynamic Task Composition
Zixiang Chen, Yuheng Lu, Zihao Cheng, Zeming Liu, Jizeng Bai, Ziye Huang, Zhiyin Lin, Zihan Li, Yuhang Guo, Yunhong Wang, Haifeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Jasper-Flash: Elastic Token Compression and Progressive Distillation for Inference-Scalable Text Embedding Models
Haining An, Xingbing Chen, Wenbo Lyu, Dun Zhang, Ziyang Zeng, Zhenxiang Zhao, Rui Song, Hao Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Joint Constraint Aggregation for Qualifier-Sensitive Retrieval-Augmented QA
Jennifer Hsia, Zachary Chase Lipton, Aarti Singh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
JuDi: Revisiting Judge Decoding from First Principles via Training-Free Distributional Divergence
Shengyin Sun, Yiming Li, Renxi Liu, Weizhe Lin, Hui-Ling Zhen, Xianzhi Yu, Mingxuan Yuan, Chen Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
JudgeSQL: Reasoning over SQL Candidates with Weighted Consensus Tournament
Jiayuan Bai, Xuanguang Pan, Chongyang Tao, Shuai Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity
Daniel Lee, Harshit Sharma, Eunkyu Park, Pranav Narayanan Venkit, Jeonghwan Kim, Kah Mun Chia, Andreas Vlachos, Shafiq Joty
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
JustifIT-QA: Evidence-Grounded Legal Question Answering in Italian
Niko Dalla Noce, Davide Bacciu, Sina Farhang Doust, Lorenzo De Mattei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Justification of Emotional Appeal in Computational Argumentation
Yanran Chen, Steffen Eger
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
KG-RLVR: Reinforcing LLM Reasoning with Knowledge Graph-Derived Process Rewards
Aoran Gan, Guoxuan Zhang, Ya Li, Qiangbing Wang, Quan Liu, Qi Liu, Guoping Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
KPocBench: Benchmarking and Measuring Code Reasoning of Language Models in Linux Kernel
Ziyi Guo, Kexin Pei, Yan Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
KV Admission: Learning What to Write for Efficient Long-Context LLM Inference
Yen-Chieh Huang, Pi-Cheng Hsiu, Rui Fang, Ming-syan Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
KV-Retriever: Aligning KV Cache Eviction with Downstream Task Loss
Wenhao Gao, Binqin Shi, Wei Jia, Aiwei Liu, Linhao Zhang, Caixia Yuan, Xiaojie Wang, Zhou Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning
Kun Feng, Ziwei Shan, Yuchen Fang, Yiyang Tan, Sihan Lu, Shuqi Gu, Xingyu Lu, Lintao Ma, Kan Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Keeping Eyes on the Image: Dynamic Visual Attention Recalibration for Vision-Language Reasoning
Yuna Jeong, Junhyeong Park, Mingyu Kang, Hyein Seo, Keon Kim, Yong Suk Choi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
KernelQuant: Post-Training Quantization via Representation Kernel Preservation
JuneYoung Park, Youngwook Kwon, Seongwan Kim, Jaeho Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Key Path Identification for Resolving Knowledge Conflicts via SAE-based Steering
Wenbo Zhang, Zhongxiang Sun, Zhiguang Han, Jun Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
KidnapRAG: A Black-Box Attack for Hijacking Reasoning in Agentic Retrieval-Augmented Generation Systems
Chanwoo Choi, Euntae Kim, Kyuho Lee, Youngsam Chun, Jinhee Jeong, Eunmi Kim, Myunggyo Oh, Junseo Jang, Buru Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Know What You should not Know: Dynamic Attention Gating for Knowledge-Bounded Role-Playing
Zongsheng Wang, Bowen Wu, Qun yu, Dengzhengwei, Qin Lin, Xu Chen, Baoxun Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
KnowGPO: Knowledge-Grouped Policy Optimization for Search Agents
Siqi Chen, Zhengxi Lu, Yuchen Yan, Xingyu Wu, Qipeng Chen, Xin Zhang, Aiting Liu, Chao Deng, Jie Liu, Jin Ma, Weiming Lu, Jun Xiao, Yongliang Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
KnowMeBenchV2: Evidence-Grounded Person-Centric Long-Video Understanding
Tingyu Wu, Guangyu Cao, Qizhen Lan, Zhisheng Chen, Ziyan Weng, Bingkun Zhu, Miao Su, Chenglong Li, Zhengwei Xie, Huacan Wang, Sen Hu, Haocun Ye, Nan AN, Zaoqu Liu, Ronghao Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
KnowSim: Evaluating Information Calibration in LLM Assistants with User Simulators that Learn
Yoonjoo Lee, Hyoungwook Jin, Tae Soo Kim, Shaoyang Zhang, Philippe Laban, Q.Vera Liao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Knowing Isn’t Always Saying: When Do Spatial Encodings Reach Answers in Vision-Language Models?
Zeyu Wang, Xinming Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Knowing What Not to Answer: Selective Non-Compliance in Vision-Language Models
Minji Kim, Jihyoung Jang, Hyounghun Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Knowledge Boundaries Are Not Defined by Prompts : Improving the Reachability of Knowledge through Question-Level Probing
Wang Bin, Yilu Zhong, Shuping Chen, Hui LI
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Knowledge Editing for Masked Diffusion Language Models
Haewon Park, Yohan Jo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
KnowledgeGain: Evaluating and Optimizing Science News Generation for Reader Learning
Dominik Soós, Meng Jiang, Jian Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
KoALa-Bench: Evaluating Large Audio Language Models on Korean Speech Understanding and Faithfulness
Jinyoung Kim, Hyeongsoo Lim, Eun Seo Seo, Min Ho Jang, Keunwoo Choi, Seungyoun Shin, Ji Won Yoon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Kronecker Factorization Improves Efficiency and Interpretability of Sparse Autoencoders
Vadim Kurochkin, Yaroslav Aksenov, Daniil Laptev, Daniil Gavrilov, Nikita Balagansky
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Kurtosis-Aware Coupled Sparsity: Training-Free Activation Sparsity for Large Language Models
Guangyan Li, Luoyang Sun, Siyuan Li, Haifeng Zhang, Yongqiang Tang, Wensheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LADA: Enabling Adaptation of Black-Box LLMs to Dynamic Domain Changes at Test Time
Yihao Hu, Congyu Qiao, Junming Yang, Mofei Song, Xin Geng, Ning Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LAK-LoRA: Layer-Wise Adaptive Expert Allocation and Principal Component–Based Feature Separation for Medical Multi-Task Learning
Ye Lyu, Chuan Li, Chengyu Wang, Mingyuan Fan, Cen Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LAMPEAE: LLM-Augmented Manifold Probing for Adaptive Event Argument Extraction
Qiyi Wei, Wenqian Shang, Bin Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LDC: Learning to Generate Research Idea with Dynamic Control
Ruochen Li, Liqiang Jing, Chi Han, Jiawei Zhou, Xinya Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LEAP: Learning Edit-Adaptable Parameters for Multi-Hop Knowledge Propagation
Taichi Shiba, Max Müller-Eberstein, Masaru Isonuma [東北大学] [東京大学], Yohei Oseki, Yusuke Miyao
Natural Language Processing
日本大学: 東北大学 / 東京大学