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
HIPPO: Accelerating Video Large Language Model Inference via Holistic-aware Parallel Speculative Decoding
Qitan Lv, Tianyu Liu, Wen Wu, Xuenan Xu, Bowen Zhou, Feng Wu, Chao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HLoRA: Hierarchical Regularization on Combined Parameter Space for LoRA Fine-Tuning
Shezheng Song, Hao Xu, Long Peng, Xiaopeng Li, Shasha Li, Jie Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HMPO: Hybrid Median-length Policy Optimization for Chain-of-Thought Compression
Minghui Zheng, Hongxu Chen, Huimin Ren, Hongsheng Xin, Xiaoyang Qu, Ze Wang, Shuling Yang, Ziyu Peng, Kaike Zhang, Zhou Pan, Kun Zhan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HOMURA: Taming the Sand-Glass for Time-Constrained LLM Translation via Reinforcement Learning
Ziang Cui, Mengran Yu, Chenyu Shi, Yingxuan Shi, Tianjiao Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HPP: Hierarchical Programmatic Probing for Long Video Understanding by Decoupling Perception and Reasoning
Awais Rauf, Ahmed Hasssan, Gregory Slabaugh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HS-SFT: Hybrid Sparse Supervised Fine-tuning for Offline LLM KV Cache Eviction
Yuxin Zhang, Ruobing Xie, Wenhao Li, Jun Xia, Xiawu Zheng, Samm Sun, Di Wang, Rongrong Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HSEARCH-R1: Learning Compact Value Models for LLM-guided Hierarchical Search via RL
Nilesh Gupta, Nasib Ullah, Jinbin Zhang, Rohit Babbar, Inderjit S Dhillon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HSRM: Hidden-State Reward Models for Test-Time Verification
Xianzhi Li, Xiaodan Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HTAM: Hierarchical Transition-Attended Memory for Operator Optimization
Yining Zhang, Mingyang Yi, Chen Wang, Xuwen Xiang, Tianhe Jia, Zedong Dan, Chengqing Zong, Yue Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HachiWare: One-Shot Selective SVD in a Dual-Branch Framework for KV Cache Compression
Hsiao-Ting Shao, Xiaolin Lin, Yu-Chen Lu, Grace Li Zhang, Kai-Chiang Wu, Ning-Chi Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Half a Link can Be Enough to Predict a Whole Link: Understanding Generalization in Knowledge Graph Foundation Models
Cosimo Gregucci, Obaidah Theeb, Daniel Hernández, Antonio Vergari, Steffen Staab
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HalloMTBench: A Large-Scale Human-Verified Benchmark for Diagnosing Hallucination Triggers in LLM Translation
Shaowei Zhang, Heng Liu, Xinwei Wu, Hao Wang, Yangyang Liu, Xiaohu Zhao, Jianxiang Peng, Tianhao Shen, Jiang Zhou, Bo Zeng, Tianyu Dong, Dan Shi, Linlong Xu, Longyue Wang, Deyi Xiong, Weihua Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HaluMem: Evaluating Hallucinations in Memory Systems of Agents
Ding Chen, Simin Niu, Li Kehang, Peng Liu, Xiangping Zheng, Bo Tang, Xinchi Li, Feiyu Xiong, Zhiyu li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Handoff Debt: The Rediscovery Cost When Coding Agents Take Over Interrupted Tasks
Dipesh KC, Anjila Budathoki
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HardGen: Generating Hard Samples for Tool-use Agents
Bingguang Hao, Zengzhuang Xu, Yuntao Wen, Xinyi Xu, Quanen Sun, Yang Liu, Zihao Huang, Tong Zhao, Long Chen, Dong Wang, Yicheng Chen, Maolin Wang, Cunyin Peng, Xiangyu Zhao, Chenyi Zhuang, Ji Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Harm Laundering in GPT Models: Evidence That Gender Discrimination Is Transformed Rather Than Reduced Across Safety-Trained Generations
Sarah Wyer, Sue Black, Noura Al Moubayed
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Harm or Humor: A Multimodal, Multilingual Benchmark for Overt and Covert Harmful Humor
Ahmed Sharshar, Hosam Elgendy, Yasser Rohaim, Saadeldine Eletter, Yuxia Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HarmReduction: Benchmarking LLMs in Harm Reduction Information Provision to Support People Who Use Drugs
Kaixuan Wang, Chenxin Diao, Jason T. Jacques, Zhongliang Guo, Loraine Clarke, Shuai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HarmoLoRA: Commit-Stage Update Admission in Low-Rank Adaptation for Continual Speech Recognition
Ye-Eun Ko, Ji-Eun Choi, Dong-Hyun Kim, Joon-Hyuk Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents
Minhua Lin, Juncheng Wu, Zijun Wang, Zhan Shi, Yisi Sang, Bing He, Zewen Liu, Tianxin Wei, Zongyu Wu, Zhiwei Zhang, Dakuo Wang, Xiang Zhang, Benoit Dumoulin, Cihang Xie, Yuyin Zhou, Suhang Wang, Hanqing Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HarnessForge: Joint Harness and Policy Evolution for Adaptive Agent Systems
Mingju Chen, Can Lv, Guibin Zhang, Heng Chang, Shiji Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Harnessing LLM Agents with Skill Programs
Hongjun Liu, Yifei Ming, Shafiq Joty, Chen Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
He Said, She Said, They Simulated: Simulating Situated Gossip with LLM Agents
Yicong Tan, Yun Shen, Yang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Heard or Read? Separating Text Shortcuts from Audio Perception in Music Multiple Choice
Xinyang Wu, Andrew Horner
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models
Wei Song, Haonan Zhong, Ziqi Ding, Zhenchang Xing, Yulei Sui, Jingling Xue, Yuekang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Helping Figures Tell their Story! Paper-Grounded Video Generation Explaining Complex Scientific Figures
Ishani Mondal, Javad Baghirov, Jordan Boyd-Graber
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HiEvi-RAG: Hierarchical Evidence-Driven Reasoning for Long Document Understanding
Junyu Xiong, Yonghui Wang, Rongjian Gu, Chenyu Liu, Bing Yin, Wengang Zhou, Houqiang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HiTeC: Hierarchical Contrastive Learning on Text-Attributed Hypergraph with Semantic-Aware Augmentation
Mengting Pan, Fan Li, Chen Chen, Xiaoyang Wang, Wenjie Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HiVe: Beyond Static Prompts for Multitask Learning via Hierarchy-based Vertical Mixture-of-Experts
Hyeonjik Bae, Minyeol Kim, Susik Yoon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Hidden Configuration Effects on Fairness in LLM-Based Multi-Agent Decision Systems
Hamed Loghmani, Ninareh Mehrabi, Homa Hosseinmardi, Amir Ghasemian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Hidden Threat in Synthetic Data: Covert Targeted Bias Injection through Benign Text
Minkyung Cho, Jihyo Kim, SeungWoo Song, Junghun Yuk, Minjoon Kee, Hoyun Song, KyungTae Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Hidden in Plain Sight: The Overlooked Significance of Canonical Elements for Extreme LLM Sparsity
Hyeondo Jang, Kwanhee Lee, Dongyeop Lee, Namhoon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HoliTok: A Continuous Holistic Tokenization with Robust Dual Capabilities of Speech Generation and Understanding
Bohan Li, Lianshi, Hankun Wang, Yiwei Guo, Yu Xi, Zhihan Li, Da Zheng, Colin Zhang, Kai Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Holmes-SQL: Benchmarking LLM Agents on Evidence-Aware Investigative Reasoning over Structured Databases
Hoang-An Vo, Cam-Tu Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How AI Models Manage Epistemic Authority: A Taxonomy and Comparative Analysis of Responses to User Disagreement
Riyadh Alnasser, Yusuf Mücahit Çetinkaya, Sumin Zhao, Tugrulcan Elmas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Coding Agents Fail Their Users: A Large-Scale Analysis of Developer-Agent Misalignment in 20,574 Real-World Sessions
Ningzhi Tang, Chaoran Chen, Gelei Xu, Yiyu Shi, Yu Huang, Collin McMillan, Tao Dong, Toby Jia-Jun Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Cognitive Biases Propagate in LLM Clinical Differential Diagnosis
Soma Bálint Nagy, Richard Farkas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Do Document Parsers Break? Auditing Structural Vulnerability in Document Intelligence
Yue Chen, Yihao Wang, Ziyi Tang, Yongsen Zheng, Keze Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Do Language Models Represent and Use Phonological Information for Allomorph Selection?
Sangwoo Kim, Sangah Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Do Large Language Models Learn Concepts During Continual Pre-Training?
Barry Menglong Yao, Sha Li, Yunzhi Yao, Minqian Liu, Zaishuo Xia, Qifan Wang, Lifu Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Do Linear Probes Emerge? A Circuit-Tracing Framework with Concept-Targeted Attribution
Vedant Palit, Florent Draye, Terry Jingchen Zhang, Bernhard Schölkopf, Zhijing Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Do People Challenge Racial Stereotypes Online? Counter-Story Detection Across Reddit Communities
Uma Gunturi, Jimin Mun, Maarten Sap, Maria Antoniak
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Do Prompt Variations Affect Energy Consumption in On-Device LLMs?
Wei Hu, Xiaolong Tu, Dawei Chen, Yitao Chen, Kyungtae Han, Haoxin Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Do Self-Referential LLM Loops Contract Political Diversity?
Wooyoung Kim, Wooju Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Far Are AI Scientists from Changing the World? A Survey of Autonomous Scientific Discovery
Qiujie Xie, Yixuan Weng, Minjun Zhu, Junying Fang, Fuchen Shen, Shulin Huang, Zhen Lin, Zhouyang Wang, Shichen Li, Jiahui Zhou, Zilan Mao, Sifan Liu, Zhenhao Liu, Dalv Yin, Fanjunduo Wei, Zhiyuan Ning, Zijie Yang, Linyi Yang, Jian Wu, Yue Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Human-Like Are Large Language Models? A Register-Aware Linguistic Evaluation Framework
Björn Nieth, Marianna Gracheva, Michaela Mahlberg, Bjoern Eskofier, Emmanuelle Salin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Identity and Opinion Shape Political Sycophancy in LLMs
Li-Ni Fu, Chang Chih Meng, Chien-Hua Chen, Hen-Hsen Huang, I-Chen Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Instruction Hierarchy Breaks Under Pairwise Multi-Conflict Pressure
Yerin Hwang, Jiwon Moon, Changho Lee, Kwangmin Ki, Taegwan Kang, Jinsik Lee, Honglak Lee, Kyomin Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How LLMs Build Fictional Worlds: Setting and Narrative Space in AI-Generated Creative Storytelling
Katrin Rohrbacher, Björn Nieth, Emmanuelle Salin, Bjoern Eskofier, Michaela Mahlberg
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How LLMs Follow Instructions: Skillful Coordination, Not a Universal Mechanism
Elisabetta Rocchetti, Alfio Ferrara
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Many Pixels Is a Digit Worth? Place-Aware Coordinate Entropy for GUI Agent Confidence Estimation
Yunxiang Li, Xixin Wu, Helen M. Meng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Much Can We Trust LLM Search Agents? Measuring Endorsement Vulnerability to Web Content Manipulation
Yimeng Chen, Zhe Ren, Firas Laakom, Yu Li, Dandan Guo, Jürgen Schmidhuber
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Much Supervised Fine-Tuning Is Enough? Dissecting the Impact of SFT Extent on Downstream Reinforcement Learning Performance
Shirley Kokane
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Much is a Human Right Worth? ECtHR-NPD: A Benchmark for Predicting Non-Pecuniary Damage Awards
Yanyi Pu, Damian Gonzalez-Salzberg, Zheng Yuan, Nikolaos Aletras
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Robust Are Automated Fact-Checking Systems? A Cross-Benchmark Evaluation
Aida Usmanova, Zangir Iklassov, Markus Leippold, Ricardo Usbeck
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Robust is OCR-Reasoning? Evaluating OCR-Reasoning Robustness of Vision-Language Models under Visual Perturbations
Yuxing Cheng, Yuan Wu, Yi Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Should LLMs Consume High-Quality Data? Optimal Data Scheduling via Quality-Aware Functional Scaling Laws
Zhitao Zhu, Xili Wang, Shizhe Wu, Jiawei Fu, Xiaoqing Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Stable Is In-Context Learning? Lipschitz Bounds for Transformer Output under Context Perturbation
Jinheng Wu, Di Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Well Can LLMs Simulate Real Learner Evaluations of Educational Feedback?
Momoka Furuhashi, Kouta Nakayama, Takashi Kodama, Saku Sugawara, Kyosuke Takami
Natural Language Processing
日本大学: 大阪教育大学 / 東北大学 / 東京大学
2026 · EMNLP
How Well Can Modern LLMs Act as Agent Cores in Radiology Environments?
Qiaoyu Zheng, Chaoyi Wu, Weike Zhao, Pengcheng Qiu, Lisong Dai, Ya Zhang, Yanfeng Wang, Weidi Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Well Do Vision-Language Models Understand Movies?
Emmanouil Zaranis, António Farinhas, Saul Santos, Beatriz Canaverde, Miguel Moura Ramos, Wafaa Mohammed, Giuseppe Attanasio, Chrysoula Zerva, Nithin Sivakumaran, Shoubin Yu, Elena Bueno-Benito, Aditya K Surikuchi, Ben Peters, Danae Sanchez Villegas, Andre G. Viveiros, Pavlo Vasylenko, Baohao Liao, Sonal Sannigrahi, Jaehong Yoon, Elias Stengel-Eskin, Mariella Dimiccoli, Oswald Lanz, Alessandro Suglia, Mohit Bansal, Sandro Pezzelle, Stella Frank, Vlad Niculae, Desmond Elliott, Raffaella Bernardi, Raquel Fernández, Andre Martins
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How Well Does Mathematical Reasoning Transfer Across Languages in English-Centric LLMs?
Wen Yang, Junhong Wu, Chong Li, Chengqing Zong, Jiajun Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How You Ask Matters! Adaptive RAG Robustness to Query Variations
Yunah Jang, Megha Sundriyal, Kyomin Jung, Meeyoung Cha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning
Qian Yang, Ankur Sikarwar, Huy Le, Le Zhang, Zhuan Shi, Perouz Taslakian, Aishwarya Agrawal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How broad is that claim? Mapping Generalisation in NLP Research
Chenxin Diao, Nataliya Stepanova, Emily Allaway
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How to Attack Stealthily? A Letter Frequency-based Backdoor Attack Against LLMs Bounded by Logit Fluctuation
Ruyi Zhang, Songlei Jian, Yusong Tan, Heng Gao, Jianfeng Zhang, Haifang Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How to Solve Noise and Hard Samples: Filtering and Difficulty-adaptive Augmentation for Fine-grained Negative Emotion Classification
Lianxi Wang, Siting Lin, Chao Liang, Yuying Li, Xinfeng Liao, Nankai Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
How to Utilize Complementary Vision-Text Information for 2D Structure Understanding
Jiancheng Dong, Pengyue Jia, Derong Xu, Jiawei Cheng, Jingyu Peng, Chao Zhang, Bowen Liu, Xin Sun, Lixin Su, Shuaiqiang Wang, Dawei Yin, Xiangyu Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HugAgent: A Human Simulation Benchmark for Individual-Level Reasoning
Chance Jiajie Li, Zhenze Mo, Yuhan Tang, Ao Qu, Jiayi Wu, Kaiya Ivy Zhao, Yulu Gan, Jie Fan, Jiangbo Yu, Hang Jiang, Paul Pu Liang, Jinhua Zhao, Luis Alberto Alonso Pastor, Kent Larson
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HuggingR^4: A Progressive Reasoning Framework for Discovering Optimal Model Companions
Shaoyin Ma, Chenggong Hu, Huiqiong Wang, Li Sun, Mingli Song, Jie Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Human Label Variation as Stable Signal: Learning Annotator-Specific Explanation Behavior via Cross-Annotator Preference Optimization
Beiduo Chen, Pingjun Hong, Ziyun Zhang, Benjamin Roth, Anna Korhonen, Barbara Plank
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Human Psychometric Questionnaires Mischaracterize LLM Behavior
Woojung Song, Dongmin Choi, Yoonah Park, Jongwook Han, Eun-Ju Lee, Yohan Jo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Humans Introduce, Models Elaborate: Asymmetric Narrative Agency in Human-LLM Co-Writing
Halfdan Nordahl Fundal, Yuri Bizzoni, Charlotte Gjørup Bilde, Ida Bække Johannesen, Rebekah Brita Baglini
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HumorGen: Cognitive Synergy for Humor Generation in Large Language Models via Persona-Based Distillation
Edward Ajayi, Prasenjit Mitra
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HyDRA: Hyperbolic Damage-aware Recovery and Adaptation for Robust Multimodal Sentiment Analysis with Incomplete Data
Yun Luo, Zejiang He, Zhen Huang, Zhiliang Tian, Yanzhou Ma, Menglong Lu, Jingyuan Huang, Shanshan Liu, Faying Wu, Dongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HyLaT: Efficient Multi-Agent Communication via Hybrid Latent–Text Protocol
Xinyi Mou, Siyuan Wang, Zejun Li, Yulan He, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HyQuant: Hybrid-Precision Quantization for LLM Attention
Jiatong Ding, Bingxin Xing, Yu Zhang, Dian Ding, Xiaodong Yi, Xianbin Ouyang, Fei Hu Zhou, Kun Zhang, Zhenyu Guo, Hao Pan, Guangtao Xue, Yiming Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts
Yingfa Chen, Zhen Leng Thai, Zihan Zhou, Zhu Zhang, Xingyu Shen, Shuo Wang, Chaojun Xiao, Xu Han, Zhiyuan Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Hybrid Open-Ended Tri-Evolution Makes Better Deep Researcher
Hongming Piao, Chi Liu, Mengzhuo Chen, Yan Shu, Xidong Wang, Derek Li, Ying Wei, Bryan Dai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HybridThink: Learned Interleaving of Continuous and Discrete Reasoning in Large Language Models
Jing Gao, Weiqiang Jin, Guoshuai Zhao, Peigen Ye, Xueming Qian, Hongyang Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HybridThinker: Efficient Chain-of-Thought Reasoning via Compressed Memory and Transient Thought Steps
Xin Liu, Runsong Zhao, Xinyu Liu, Junhao Ruan, Pengcheng Huang, Shichao Dong, Chunyang Xiao, Chenglong Wang, Changliang Li, JingBo Zhu, Tong Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HyperGVL: Benchmarking and Improving Large Vision-Language Models in Hypergraph Understanding and Reasoning
Yanbin Wei, Chun Kang, Siwei Li, Haoxuan Che, Yang Chen, Hua Liu, Jian Liu, Zhuang Liu, Can Ouyang, Fei Xing, Lei Sha, Rui Liu, Yu Zhang, James Kwok
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HyperProve: Answer-Guided Hypergraph Expansion for Multi-Hop Question Answering
Nguyen Phu An, Dung Nguyen Quang, Luu Hieu An, Linh Ngo Van, Trung Le, Thien Huu Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HyperRAG-IHM: Incremental Hyperedge Maintenance for Hypergraph RAG under Corpus Expansion
Haoyu Chen, Jihua Zhu, Tingkai Jia, Shengwei Zhao, Lin Chen, Xiaoxuan Mu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
HyperStyler: Low-resource Authorship Style Transfer via Context-aware Style Navigation and Hypernetworks
Jongkyung Shin, Minguk Jeon, Chan Woo Park, Chiehyeon Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Hyperspherical Semantic Expansion via von Mises–Fisher Mixtures for Zero-Shot Dense Retrieval
Sehong Oh, DongHui Kim, Junseok Kwon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
H²Table: Hierarchical Hypergraph-Enhanced Large Language Models for Complex Table Reasoning
Jia Ling, Yangfan Wang, Chen Tang, Haoming Tan, Yang Yang, Yi Guan, Jingchi Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
I Am Multitudes: A Survey and Roadmap for Rethinking Identity in NLP
Arianna Muti, Elisa Bassignana, Debora Nozza
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
I Know What You Meme, Even If it Emerged Today: Understanding Evolving Memes through Open-World Knowledge Acquisition
Shanhong Liu, Rui Cao, Pai Chet Ng, De Wen Soh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ICA: Information-Aware Credit Assignment for Visually Grounded Long-Horizon Information-Seeking Agents
Cong Pang, Yujie YI, Xuyu Feng, Jiaqi Su, Zixuan Chen, Jiawei Hong, Tiankuo Yao, Nang Yuan, Jiapeng Luo, Lewei Lu, Xin Lou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
IESR: Efficient MCTS-Based Modular Reasoning for Text-to-SQL with Large Language Models
Tao Liu, Jiafan Lu, Bohan Yu, Pengcheng Wu, Liu Haixin, Guoyu Xu, Xiangheng Li, Lixiaoli, Jiaming Hou, Zhaoshijun, Xinglin Lyu, Kunli Zhang, Yuxiang Jia, Hongying Zan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
IGG: A Benchmark for Interactive GUI Grounding under Visibility Constraints
Kyeong Seon Kim, Jiyeon Son, Tae-Hyun Oh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
INCLUDE-2.0: Disentangling Knowledge Gaps in Multilingual LLM Evaluation
Angelika Romanou, María Grandury, Clara Meister, Negar Foroutan, Jabez Magomere, Anna Sotnikova, Hitesh Laxmichand Patel, Akshay Kumar Dubey, Alfonso Amayuelas, Amit Agarwal, Arion Das, Carlos Arriaga, Cheng Yu, Dalia Ali, David Quispe-Castillo, Fenal Ashokbhai Ilasariya, Francisco-Javier Rodrigo-Ginés, Gonzalo Martínez, Gouthami Vadithya, Guido Ivetta, Javier Conde, Jorge Vallego, Juan J. Calderón G., Karan Gupta, Marcos J Gomez, Marvin M. Agüero-Torales, Mithil Bangera, Naira Paola Arnez Jordan, Oscar M. Cumbicus-Pineda, Priyaranjan Pattnayak, Reewos Erwin Talla Chumpitaz, Sahil Aggarwal, Sahil Raj, Shruti Jalan, Srikant Panda, Susana Zhou, Yeshil Bangera, Orestis Papakyriakopoulos, Scott A. Hale, Shamsuddeen Hassan Muhammad, Antoine Bosselut
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
INFA-Guard: Mitigating Malicious Propagation via Infection-Aware Safeguarding in LLM-Based Multi-Agent Systems
Yijin Zhou, Xiaoya Lu, Dongrui Liu, Junchi Yan, Jing Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
INSIGHT: Structured Multimodal Knowledge Modeling for Vision-Guided Task-Oriented Dialogue
Xuelian Dong, Jiale Chen, Tianyong Hao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
INSPIRE: An Internalize-Then-Improve Approach for Example-Driven Mathematical Reasoning
Shuai Wang, Jiayi Kuang, Yinghui Li, Haojing Huang, Xinnian Liang, Ying Shen, Liang Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
INTENT-AS-A-TOOL Makes it Easy to Track Agentic Misalignment
Yutong Zhang, Jianshuo Dong, Peng Xu, Long Wang, Jie Zhang, Tianwei Zhang, Xiaoping Zhang, Han Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
INTRYGUE: Induction-Aware Entropy Gating for Reliable RAG Uncertainty Estimation
Alexandra Kuleshova, Andrei Volodichev, Daria Kotova, Alexey Zaytsev
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
IRD: Steering Reasoning Models with Intent, Risk, and Decision
Kang Zhou, Guanghao Zhou, Cen Chen, Zhaoyang Liu, Ming Gao, Yaliang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
I^3CL: Restoring Interactive Capabilities to Implicit In-Context Learning
Hao Wu, Bin Shi, Kai Sun, Aoxiang Zhou, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Wenhan Zeng, Peng Liu, Bo Dong
Natural Language Processing
日本大学: 関与なし（対象大学）