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
From Text to Structure: The PACKaGE Benchmark for Bidirectional Causal Reasoning in Paragraphs and Graphs
Juhyeon Kim, Dohun Lee, Jiwon Jang, Joseph Shim, Hyunwoo Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
From Token Probabilities to Semantic Constraints: Towards Declarative Probabilistic Evaluation of Language Models
Kyle Richardson, Cullen Anderson, Pranav Balakrishnan, Takuto Ban, Daksha Ladia, Ankita Gupta, Marisa Hudspeth
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
From Triage to Discharge: A Survey of NLP Tasks, Methods, and Open Challenges in the Emergency Department
Dipankar Srirag, Aditya Joshi, Salil S. Kanhere, Padmanesan Narasimhan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
From Unverifiable Domain Text to Cross-Lingual RLVR via Code-Switched Task Synthesis
Cheonbok Park, Jihwan Kim, Shinyoung Joo, Joosung Lee, Hwiyeol Jo, Jeonghoon Kim, Jaegul Choo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
From Utterances to Networks: Modelling Slang Adoption and Diffusion Across Subreddits
Xiaoning Wang, Ted Underwood, Zhewei Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
From Value Conditioning to Behavioral Shift: Lightweight Value Alignment of LLMs
Shangrui Nie, Florian Mai, David Kaczér, Charles Welch, Zhixue Zhao, Lucie Flek
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
From Visual Cues to Spoken Narration: Rethinking Audio Description
Akshita Gupta, Aditya Arora, Federico Tombari, Marcus Rohrbach, Anna Rohrbach
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
From ’May’ to ’Is’: Certainty Distortion in Language Model Rewriting
Catarina G Belém, Shang Wu, Randol H. Yao, Mark Steyvers, Sameer Singh, Padhraic Smyth
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Frozen Cores Need Task Signal: Fisher-Whitened Cross-Covariance for Low-Resource LLM Adaptation
Wentao Ye, Zhanming Shen, Zhiqing Xiao, Yao Ding, Haobo Wang, Gang Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow
Haoyu Sun, Huichen Will Wang, Jiawei Gu, Linjie Li, Yu Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Fully Decoupled Reinforcement Learning with Adaptive Data Curation for GUI Agents
Pengxiang Li, Zechenhu, Zirui Shang, Jingrong Wu, Yang Liu, Hui Liu, Zhi Gao, Chenrui Shi, Bofei Zhang, Zihao Zhang, Xiaochuan Shi, Zedong YU, Yuwei Wu, Xinxiao Wu, Yunde Jia, Liuyu Xiang, Zhaofeng He, Qing Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Fully Unleashing the Multimodal Attacker: Meta-Adaptive Jailbreaking of Vision-Language Models
Shen Pang, Benlei Cui, Yuke Wang, Xuemei Dong, Yuwen Zhai, Jingqun Tang, Haiyang Yu, Hui Xue, Longtao Huang, Haiwen Hong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Functional Entropy: Predicting Functional Correctness in LLM-Generated Code with Uncertainty Quantification
Dylan Bouchard, Mohit Singh Chauhan, Zeya Ahmad, Ho-Kyeong Ra
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
FuzhouBench: A Benchmark for Eastern Min Chinese with Tone Sandhi Annotations
Xiaocan Li, Haoyu Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GAC: Noise-Aware Adaptive Mixing for Hybrid SFT-RL Post-Training
Yuelin Hu, Wei Liu, Zhenbo Yu, Zhengxue Cheng, Li Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GENIE: A Fine-Grained Measure for Novelty
Ramya Namuduri, Manya Wadhwa, Anshun Asher Zheng, Greg Durrett, Junyi Jessy Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GGSS: Geodesic-Gated Spherical Steering for Inference-Time Debiasing of Generative Vision-Language Models
Yiqun Sun, Junyu Chen, Pengfei Wei, Lawrence B. Hsieh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GIFT: Goal-Injected Fine-Tuning for Efficient Manipulation Policy Adaptation
Xiaoyuan Fang, Shuo Feng, Yuxuan Wang, Enhua Cheng, Peng Zhou, Piji Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GLARE: Repository-Level Code Optimization Agents for Heterogeneous CPU-GPU Systems
Junfeng Gong, Cheng Liu, Junying Chen, Xiaowei Li, Huawei Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GNN-CB: A Graph Neural Network Competition Benchmark for Human and LLM Evaluation
Murad Hossen, Tasneem Selim, Gurur Gamgam, Tuga Yousif, Abderrahmane Kasmi, Ikram Aissiou, Mubaraq Onipede, Faran Taimoor Butt, Sanae Zrigui, Rosa Y. G. Paccotacya-Yanque, Ignatius Balayo, Ikram Elhouiti, Hadil Affes, Bijay Adhikari, Sargam Goyal, Muhammad Ibrahim Isah, Mohammad Idrees Bhat, Samuel Kangoni Matia, Peguy Kem-Meka Tiotsop Kadzue, Maha Trabelsi, Emmanuel Owusu, Vinit, Nour Majdoub, Tamiru Alemnew, Islem Rekik
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GPAgentBench-2K: Benchmarking Large Language Model Agents in Complex Clinical Action Space
Boqi Chen, Xudong Liu, Yunke Ao, Heejin Do, Jianing Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GR-SAP: Generative Replay for Safety Alignment Preservation during Fine-Tuning
Zhouxiang Fang, Jiawei Zhou, Hanjie Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GRACE: Step-Level Benchmark for Faithful Reasoning over Context
Hoang Pham, Dong Le, Anh Tuan Luu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GRADFILTERING: Uncertainty-Aware Gradient Signal-to-Noise Data Selection for Instruction Tuning
Zhihang Yuan, Chengyu Yue, Long Huang, Litu Ou, Lei Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GRAFE: Graph-Reasoned Automated Feedback and Evaluation for Structure-Aware Essay Assessment
Hanyao Wei, Jun Zhong, Guang Cheng Feng, Li Kong, Xudong Tian, Junsheng Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GRASP: Gated Regression-Aware Skill Proposer for Self-Improving LLM Agents
Johannes Moll, Jean-Philippe Corbeil, Jiazhen Pan, Martin Hadamitzky, Daniel Rueckert, Lisa C. Adams, Keno Bressem
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GRASP: Geometry-aware Residual Alignment for Scalable Pretraining Data Attribution
Yue Min, Ruining Chen, Yujun Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GRKV: Global Regression for Training-Free KV Cache Compression in Long-Context LLMs
Junjie Peng, You Wu, Haoyi Wu, Jialong Han, Xiaohua Xie, Kewei Tu, Jianhuang Lai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GRRM: Group Relative Reward Modeling for Machine Translation
Sen Yang, Shanbo Cheng, Lu Xu, Jianbing Zhang, Shujian Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GSAR: Goal-State-Anchor Rewards for Mobile GUI Agents with Self-Evolving Data Synthesis
Long Zhang, Yuhan Chen, Chaoran Zhang, Wanxia Cao, Kun Huang, Pengzhi Gao, Wei Liu, Jian Luan, Chenliang Li, Lixin Zou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GSEM: Graph-based Self-Evolving Memory for Experience Augmented Clinical Reasoning
Han Xiao, Yuzheng Fan, Sendong Zhao, Haochun Wang, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GSM8K-V: Can Vision-Language Models Solve Grade School Math Word Problems in Visual Contexts?
Fan Yuan, Yuchen Yan, Yifan Jiang, Haoran Zhao, Tao Feng, Jinyan Chen, Yanwei Lou, Wenqi Zhang, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GSPR: Aligning LLM Safeguards as Generalizable Safety Policy Reasoners
Haoran Li, Jingru Zeng, Yulin Chen, Huihao Jing, Wenbin Hu, Hao Peng, Haochen Shi, Xi Yang, Ziqian Zeng, Sirui Han, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GSR-LoRA:Group-Sparse Routing-aware Low-Rank Adapter Compression for Multi-Task Mixture-of-Experts Fine-Tuning
Weimin Cheng, Chengyu Zhao, Xuanjing Huang, Yatian Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GTS: Inference-Time Scaling of Latent Reasoning with a Learnable Gaussian Thought Sampler
Minghan Wang, Ye Bai, Thuy-Trang Vu, Ehsan Shareghi, Gholamreza Haffari
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GUARD: Natural Forgetting in Large Reasoning Models via Guided Answer-Reasoning Distillation
Zeyu Yan, Guanghao Zhou, Minghui Qiu, Ming Gao, Cen Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GUI-360° : A Comprehensive Dataset and Benchmark for Desktop Productivity Computer-Using Agents
Jian Mu, Chaoyun Zhang, Chiming Ni, Lu Wang, Bo Qiao, Kartik Mathur, Qianhui Wu, Yuhang Xie, Xiaojun Ma, Mengyu Zhou, Si Qin, Liqun Li, Yu Kang, Minghua Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GUI-PRA: Process Reward Agents for GUI Tasks
Tao Xiong, Xueyu Hu, Yurun Chen, Yuhang Liu, Changqiao Wu, Pengzhi Gao, Wei Liu, Jian Luan, Shengyu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GUI-Primitives: Diagnosing Spatial Reasoning Failures in Vision-Language GUI Grounding
Md Abrar Jahin, Md Rizwan Parvez
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Garbage Attention in Large Language Models: BOS Sink Heads and Sink-aware Pruning
Jaewon Sok, Jewon Yeom, Seonghyeon Park, Jeongjae Park, Taesup Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Gated Contrastive Decoding via Local Candidate Geometry for Audio-Visual Speech Recognition
Da-Hee Yang, Joon-Hyuk Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Gated Residual Discrepancy for Efficient Bi-Encoder Factuality Verification
Zeyang Liu, Jingfeng Xue, Jiarun Fu, Wenbiao Du, Xiuqi Yang, Yifeng Fu, Junbao Chen, Yong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Gavel: Agent Meets Checklist for Evaluating LLMs on Long-Context Legal Summarization
Yao Dou, Benjamin Mamut, Wei Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Gendered Prompting and LLM Code Review: How Gender Cues in the Prompt Shape Code Quality and Evaluation
Lynn Janzen, Üveys Eroglu, Dorothea Kolossa, Pia Knoeferle, Sebastian Möller, Vera Schmitt, Veronika Solopova
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Generalizable Lifelong Model Editing via Preference Optimization
Dahyun Jung, Suhyune Son, Heuiseok Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Generating Reports or Repeating Templates? Measuring and Mitigating Template Collapse in 3D CT Report Generation
Tom Maye-Lasserre, Yitong Li, Bailiang Jian, Morteza Ghahremani, Benedikt Wiestler, Christian Wachinger
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Generation-Gated Cascaded Routing for Large Language Models
Yanqiu Xu, Han Luo, Lei Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Generation-Score Consistency: Pushing LLMs to Generate Semantically Valid Reasoning Scores for Misinformation Detection
Yidu Chen, Bo Ma, Yating Yang, Xi Zhou, Zhen Wang, Ahtamjan Ahmat, Dilxat Abdureyim, Azmat Anwar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Generative Models Enhanced by Sequence Labelling and Aspect-Code Switching Improve Cross-lingual Aspect-Based Sentiment Analysis
Jakub Šmíd, Pavel Priban, Pavel Kral
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Genesis: Visual Augmentation Primitives for Multimodal Chain-of-Thought Reasoning
Fan Yang, Lifeng Chen, Yipu Wang, Han Wang, Feilong Chen, Zhiyang Chen, Yidong Ma, Chaoyang Zhao, Hanqi Jiang, Yibo Chen, Xu Tang, Yao Hu, Ming Tang, Xiaojie Jin, Xiaolong Zheng, Jinqiao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GeoChallenge-90K: A Multi-Answer Multiple-Choice Benchmark for Diagram-Grounded Geometric Reasoning
Yushun Zhang, Weiping Fu, Zesheng Yang, Bo Zhao, Lingling Zhang, Jian Zhang, Yumeng Fu, Jiaxing Huang, Jun Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GeoMotionGPT: Geometry-Aligned Motion Understanding with Large Language Models
Zhankai Ye, Bofan Li, Yukai Jin, Shuoqiu Li, Wei Wang, Yanfu Zhang, Shangqian Gao, Xin Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GeoSID: Quantizer-Aware Geometric Shaping for Semantic IDs in Generative Recommendation
Xinrong He, Chenghao Wu, Lianrong Chen, Xuming Hu, Menglin Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Geometric-disentanglement Unlearning
Duo Zhou, Yuji Zhang, Tianxin Wei, Ruizhong Qiu, Ke Yang, Xiao Lin, Cheng Qian, Jingrui He, Hanghang Tong, ChengXiang Zhai, Heng Ji, Huan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Geometry First: Shaping Sentence Embeddings with Controlled Singular Value Regularization
Senyu Li, Hao Yu, Ziyuan Wang, David Ifeoluwa Adelani
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Give it Space! Explicit Disentangling of Positional and Semantic Representations in Encoders
Pierre-Antoine Lequeu, Camille Barboule, Benjamin Piwowarski
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Global Consistency Repair for Natural-Language Claim Sets
Paul He, Elke Kirschbaum, Shiva Kasiviswanathan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Global Divergence, Local Convergence: Representation Geometry in SSMs and Transformers
Amit Ben-Artzy, Roy Schwartz
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Gold vs. Translation: Are We Measuring Language, Knowledge, or Locality in Translated Benchmarks?
Klaudia-Doris Thellmann, Bernhard Stadler, Dan Saattrup Smart, Michael Färber, Jens Lehmann
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Goldsmith: Gold-Loss-Guided Definition Optimization with an Agentic Annotation Harness
Yihan Li, Hanyi Zhang, Xiaoxi Jiang, Man Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GraSP-VL: Length as a Semantic Granularity Interface for Vision-Language Representations
Lizesheng, Pan Chengchang, Honggang Qi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GradSentry: Gradient Spectral Entropy for Backdoor Sample Filtering in Large Language Model Fine-Tuning
Haodong Zhao, Tianyi Xu, Tianhang Zhao, Zhuosheng Zhang, Gongshen Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Gradient Starvation in Low-Rank Language Model Pretraining
Victor Adelakun Omolaoye, Gerard de Melo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Gradients Know What Outcomes Don’t: Unlocking Reinforcement Learning for LLM Reasoning with Gradient-Aligned Rewards
Leqi Zheng, Jinbo Su, Fang Niu, Chaokun Wang, Weiping Wang, Jiajun Zhang, Shannan Yan, Jie Wu, Zhaolu Kang, Rong Fu, Hang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Grammar Control for Language Learning with Sequential Monte Carlo and Small Language Models
Kate McCurdy, Jacob Hoover Vigly, Thomas Hikaru Clark, Karolina Stanczak, Yahya Emara, Joshua B. Tenenbaum, Alexander K. Lew, Ryan Cotterell, Timothy J. O’Donnell
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Grammar of the Wave: Towards Explainable Multivariate Time Series Event Detection via Neuro-Symbolic VLM Agents
Sky Chenwei Wan, Yifei Wang, Tianjun Hou, Xiqing Chang, Aymeric Jan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Granuscore: A Reference-Free Measure of Granularity for Text Analysis and Question Answering
Lukas Ellinger, Alexander M. Fichtl, Miriam Anschütz, Georg Groh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Graph Evidence Is Not Enough: Diagnosing Native Decoder Use in Graph-Augmented LLMs
Xiaoyu Guo, Pengcheng Chen, YU Jiong, Yi Lu, Yaohua Wang, Ziyang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills
Dawei Liu, Zongxia Li, Hongyang Du, Xiyang Wu, Shihang Gui, Yongbei Kuang, Lichao Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Graph2Counsel: Clinically Grounded Synthetic Counseling Dialogue Generation from Client Psychological Graphs
Aishik Mandal, Hiba Arnaout, Clarissa W. Ong, Juliet Bockhorst, Kate Sheehan, Rachael Moldow, Tanmoy Chakraborty, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GraphLit: Learning Text-Enriched Dynamic Character Network Representations for Literary Study
Gaspard Michel, Elena V. Epure, Romain Hennequin, Christophe Cerisara, Mirella Lapata
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GraphProfiler: Source-Linked Sensitive Attribute Inference via Personal Knowledge Graphs
Ahmed Sohair Khan, Estrid He, Chenglong Ma, Monica Wachowicz, Elham Naghizade
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GraphRAG-Router: Learning Cost-Efficient Routing over GraphRAGs and LLMs with Reinforcement Learning
Dongzhe Fan, Chuanhao Ji, Zimu Wang, Tong Chen, Qiaoyu Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GraphVerse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models
Yuanfu Sun, Yuanhang Ren, Kang Li, Chuanhao Ji, Jiaxi Li, Jiajin Liu, Ninghao Liu, Qiaoyu Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GreenSwap: Verb Choice or Output Length? A Controlled Decomposition of Prompt-Level Energy Savings in LLM Inference
Ahsan Farabi, Israt Khandaker, Md Abdul Ahad Minhaz, Zannatul Zahan Meem, Ibrahim Khalil Shanto, Shahriar Mahmud
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Grounded Token Initialization for New Vocabulary in LMs for Generative Recommendation
Daiwei Chen, Zhoutong Fu, Chengming Jiang, Haichao Zhang, Ran Zhou, Tan Wang, Chunnan Yao, Guoyao Li, Rui Cai, Yihan Cao, Ruijie Jiang, Fedor Borisyuk, Jianqiang Shen, Jingwei Wu, Ramya Korlakai Vinayak
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Groundhog Bit-Flip Attack: Seeding Infinite Generation Loops in Mixture-of-Experts LLMs through Bit Flips
Huakang Lin, Tiancheng Zheng, Mingxuan Sun, Tianhong Xu, Yunsi Fei, Fan Terry Zhang, Ruyi Ding
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Grounding LLM Agent Intent in Multi-Module Environments with Executable Action Programs
Jun Zhang, Boyuan Sun, Jinghua Piao, Haoyu Huang, Depeng Jin, Yong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Grounding Memory Summarization in Utility Intent
Zhenyu Lei, Mingjia Shi, Xingbo Fu, Haoyu He, Qi R. Wang, Jundong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Grounding What Matters: Evidence-Aware Credit Assignment for Remote Sensing Reasoning
Ziqi Miao, Zhanxu Xie, Liangzhe Han, Yuan Xiong, Chen Qian, Lijun Li, Weifeng Lv, Leilei Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Group Adaptive Clipping Policy Optimization
Sheng Jia, Xiao Wang, Shiva Kasiviswanathan, Rein Houthooft
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Group-Aware Adaptive Retrieval for Evidence Navigation
June Park, Jun Kwon, Jonghyo Kim, Jongwuk Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Guardrail Models Collapse under Adversarial Paraphrases
Yusuke Hirota, Shaona Ghosh, Yu-Chiang Frank Wang, Ryo Hachiuma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Guiding Graph: Explicit Query-Structure Guidance for Knowledge Graph Question Answering
Dehao Tao, Guangjie Liu, Jun Zhou, Junhao Chen, Wei Zheng, Rui Chen, Chen Junren, Yongfeng Huang, Minghu Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
GutenBench: A Taxonomy-Based Dataset for Evaluation of Information Retrieval Models
Marcio Monteiro, Denys Senkin, Abhilasha Ravichander, Marius Kloft, Sophie Fellenz
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
H-OPD: Confidence Aware Heterogeneous Multi-Teacher Multimodal On-Policy Distillation
Qixiang Yin, Huanjin Yao, Cai Yuchen, Jianghao Chen, Ziyi Wang, Min Yang, Fei Su, Zhicheng Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HAL: Inducing Human-likeness in LLMs with Alignment
Masum Hasan, Junjie Zhao, Ehsan Hoque
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HALT: Evaluator-Guided Clause-Level Pruning and Early Halting for Lower-Cost Multi-Agent Systems
Zongwei Tang, Yewen Li, Bo Liu, Zezong Zhang, Cai Yiqing, Yiwei Guo, Houjie Qiu, Xingkong Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HALT: Hallucination Assessment via Log-probs as Time series
Ahmad Shapiro, Karan Taneja, Ashok Goel
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HALvest-Contrastive: Retrieval-like Authorship Attribution with Patch-level Late Interaction
Francis Kulumba, Wissam Antoun, Guillaume Vimont, Laurent Romary, Florian Cafiero
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HARP: Hadamard-Preconditioned Adaptive Rotation Processor for Extreme LLM Quantization
Artur Zagitov, Gleb Molodtsov, Aleksandr Beznosikov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HARVE: Hacking-Aware Reward-Head Vector Editing for Robust Reward Models
Shuang Liu, Yuxuan Bo, Qiuyang Zhao, Caiyue Huang, Xiaorong Chen, Yanguang Liu, Mengnan Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HEAL: Anchored Hyperspherical Equilibrium for Multilingual Safety Alignment
Wenwei Chen, Hongliang Chen, Kun Zhan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HEAL: Latent Head Alignment for Post-Training Quantization of Large Language Models
Mingzhe Yang, Sihao Lin, Ruibo Zhang, Xinyuan Zhu, Lei Chen, Weidong Chen, Xiaojun Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HEAR Who Said What: Unlocking Speaker-Attributed Reasoning via Counterfactual Voice Grounding
Dongwook Lee, Sangkwon Park, Eunwoo Song, Che Hyun Lee, Youngho Cho, Junho Kim, June Young Yi, Heeseung Kim, Sungroh Yoon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HEAR-RAG: A Hypergraph-Based Evidence-Aware Retrieval-Augmented Generation Framework for Multi-Hop Question Answering
Changbin Lv, Weihua Wang, Lianlong Tao, Jiale Xing, Feilong Bao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HELM: Steering Long-Horizon Agents with Learned Hierarchical Memory and Epistemic Governance
Jialong Liu, Yuling Shi, Zuchao Li, Ping Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HEMP: Hierarchical Entity-aligned Memory Prompting for CT Report Generation
Tong Xu, Yiming Qian, Zhe Shan, Xia Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HG-Bench: A Benchmark for Multi-Page Handwritten Answer-Region Grounding in Automated Homework Assessment
Chuangxin Zhao, Boyan Shi, Yanling Wang, Yijian LU, Canran Xiao, Jiali Chen, Jun Xia, Yan Wang, Ji Qi, Juanzi Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HIPO: Instruction Hierarchy via Constrained Reinforcement Learning
Keru Chen, Jun Luo, Sen Lin, Yingbin Liang, Alvaro Velasquez, Nathaniel D. Bastian, Shaofeng Zou
Natural Language Processing
日本大学: 関与なし（対象大学）