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2022–2026 LIVE

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Natural Language Processing

2026 · 2,222 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2026 · ACL
G-Cap: A Game Character Caption Generator
Yang Yang, Feng Hu, Haiming Zhang, XU Cheng, Gui Zheng, Liang Yao, Wenqi Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
G-IdiomAlign: A Gloss-Pivoted Benchmark for Cross-Lingual Idiom Alignment
Fengying Ye, Yanming Sun, Runzhe Zhan, Lidia S. Chao, Zheqi Zhang, Derek F. Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GAM: Hierarchical Graph-based Agentic Memory for LLM Agents
Zhaofen Wu, Hanrong Zhang, Fulin Lin, Wujiang Xu, Xinran Xu, Yankai Chen, Henry Peng Zou, Shaowen Chen, Weizhi Zhang, Xue Liu, Philip S. Yu, Hongwei Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GAMBIT: A Gamified Jailbreak Framework for Multimodal Large Language Models
Xiangdong Hu, Yangyang Jiang, Qin Hu, Xiaojun Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GASE: Graph-Aware Semantic Embedding Learning with Frozen LLMs for Text-Attributed Graphs
Mingqian Ding, Jianjun Li, Wenqi Yang, Zhibo Zhang, Yushen Fang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GASim: A Graph-Accelerated Hybrid Framework for Social Simulation
Xuan Zhou, Yanhui Sun, Hantao Yao, Allen He, Yongdong Zhang, Wu Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks
Jianwen Luo, Yiming Huang, Jinxiang Meng, Fangyu Lei, Shizhu He, Xiao Liu, Shanshan Jiang, Bin Dong, Jun Zhao, Kang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GBV-SQL: Guided Generation and SQL2Text Back-Translation Validation for Multi-Agent Text2SQL
Daojun Chen, Xi Wang, Shenyuan Ren, Qingzhi Ma, Pengpeng Zhao, An Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GCA Framework: A GCC Countries–Grounded Dataset and Agentic Pipeline for Climate Decision Support
Muhammad Umer Sheikh, Khawar Shehzad, Salman Khan, Fahad Shahbaz Khan, Muhammad Haris Khan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models
Zhiwen Ruan, Yichao Du, Jianjie Zheng, Longyue Wang, Yun Chen, Peng Li, Jinsong Su, Yang Liu, Guanhua Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GKnow: Measuring the Entanglement of Gender Bias and Factual Gender
Leonor Veloso, Hinrich Schuetze
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GLARE: Agentic Reasoning for Legal Judgment Prediction
Xinyu Yang, Chenlong Deng, Zhicheng Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GLIER: Generative Legal Inference and Evidence Ranking for Legal Case Retrieval
Minghan Li, Tianrui Lv, Chao Zhang, Guodong Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GMFL: Efficient Global Masking for Federated LLM Fine-tuning
Xin Huang, Yan Hu, Yue-Jiao Gong, Xinglin Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment
Jiwei Tang, Zhicheng Zhang, Shunlong Wu, Jingheng Ye, Lichen Bai, Zitai Wang, Tingwei Lu, Lin Hai, Yiming Zhao, Hai-Tao Zheng, Hong-Gee Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GMoE: Global Mixture of Experts with Logit Propagation
Geonwoo Hong, Taehwan Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GQLBench: A Large-Scale Cross-Domain, Cross-Dialect Benchmark for NL2GQL
Yanning Su, Yuhang Zhou, Yang Fang, Sen Liu, Guangnan Ye, Hongfeng Chai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GRAD: Generalizing RAG Adaptation with Decoding
Youngwon Lee, Seung-won Hwang, Zhewei Yao, Yuxiong He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GRAPHIA: Harnessing Social Graph Data to Enhance LLM-Based Social Simulation
Jiarui Ji, Zehua Zhang, Zhewei Wei, Bin Tong, Guan Wang, Bo Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GRASPrune: Global Gating for Budgeted Structured Pruning of Large Language Models
Ziyang Wang, Jiangfeng Xiao, Chuan Xiao, Ruoxiang LI, Rui Mao, Jianbin Qin
Natural Language Processing
日本大学: 大阪大学
2026 · ACL
GROKE: Vision-Free Navigation Instruction Evaluation via Graph Reasoning on OpenStreetMap
Farzad Shami, Subhrasankha Dey, Nico Van de Weghe, Henrikki Tenkanen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GS-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion
Qizhuo Xie, Yunhui Liu, Yu Xing, Qianzi Hou, Xudong Jin, Tao Zheng, Tieke He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GTA: Generating Long-horizon Tasks for Web Agents at Scale
Tenghao Huang, Kung-Hsiang Huang, Prafulla Kumar Choubey, Yilun Zhou, Muhao Chen, Jonathan May, Chien-Sheng Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GUI0: Self-Evolving Foundational GUI Agents in Super App Ecosystems
Xinyi Wang, Wei Dai, Kyle Qiao, Ke Wang, Peng Chen, Gang Cao, Kangqin, Zhongpu Wang, Xiaode Zhang, Yanming Liu, Jihao Gu, Jingtao Xu, Gong Zhi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GUIDE: Towards Scalable Advising for Research Ideas
Yaowenqi Liu, Bingxu Meng, Rui Pan, Yuxing Liu, Jerry Huang, Jiaxuan You, Tong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
G^2RPO-A: Guided Group Relative Policy Optimization with Adaptive Guidance
Yongxin Guo, Wenbo Deng, Zhenglin Cheng, Xiaoying Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Gained in Translation: Privileged Pairwise Judges Enhance Multilingual Reasoning
Lintang Sutawika, Gokul Swamy, Steven Wu, Graham Neubig
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GameplayQA: A Benchmarking Framework for Decision-Dense POV-Synced Multi-Video Understanding of 3D Virtual Agents
Yunzhe Wang, Runhui Xu, Kexin Zheng, Tianyi Zhang, Jayavibhav Niranjan Kogundi, Soham Hans, Volkan Ustun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Gap-K%: Measuring Top-1 Prediction Gap for Detecting Pretraining Data
Minseo Kwak, Jaehyung Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Gated Differentiable Working Memory for Long-Context Language Modeling
Lingrui Mei, Shenghua Liu, Yiwei Wang, Yuyao Ge, Baolong Bi, Jiayu Yao, Jun Wan, Ziling Yin, Jiafeng Guo, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Gated Tree Cross-Attention for Checkpoint-Compatible Syntax Injection in Decoder-Only LLMs
Xinyu Gao, Shaonan Wang, Nai Ding
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GenDis: Generative-Discriminative Dual-View Co-Training for Generalized Category Discovery
Xi Chen, Chuan Qin, Jinpeng Li, Shasha Hu, Chao Wang, Hengshu Zhu, Hui Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GenPT: Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing
Ming Wang, Shuang Wu, Bixuan Wang, Lu Lin, Yuxin Chen, Xiaocui Yang, Daling Wang, Shi Feng, Yifei Zhang, Yufan Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GenProve: Learning to Generate Text with Fine-Grained Provenance
Jingxuan Wei, Xingyue Wang, Yanghaoyu Liao, Jie Dong, Yuchen Liu, Caijun Jia, Bihui Yu, Junnan Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Generalizing Trust: Weak-to-Strong Trustworthiness in Language Models
Lillian Sun, Martin Pawelczyk, Zhenting Qi, Aounon Kumar, Himabindu Lakkaraju
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Generating Attribution Reports for Manipulated Facial Images: A Dataset and Baseline
Jingchun Lian, Lingyu Liu, Yaxiong Wang, Yujiao Wu, Lianwei Wu, Li Zhu, Zhedong Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Generating Literature-Driven Scientific Theories at Scale
Peter Jansen, Peter Clark, Doug Downey, Daniel S Weld
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Generating then Refining for Reliable Knowledge Base Question Answering
Jianqi Gao, Hang Yu, Jian Cao, Ranran Bu, Jinghua Tang, Nengjun Zhu, Yonggang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Generative Gamer: Learning Equilibrium Strategy by LLM-driven Dynamic Deduction
Yadong Zhang, Xinshu Shen, Yupei Ren, Shangqing Zhao, Man Lan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GenesisFunc: Multi-Agent Data Generation for Accurate and Generalizable Function-Calling
Hao-Xiang Xu, Chong Deng, Jiaqing Liu, Wen Wang, Qian Chen, Lujia Bao, Xiangang Li, Zhen-Hua Ling
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GenomeQA: Benchmarking General Large Language Models for Genome Sequence Understanding
Weicai Long, Yusen Hou, Junning Feng, Houcheng su, Shuo Yang, Donglin Xie, Yanlin Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GeoArena: Evaluating Open-World Geographic Reasoning in Large Vision-Language Models
Pengyue Jia, Yingyi Zhang, Xiangyu Zhao, Sharon Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GeoLaux: A Benchmark for Evaluating MLLMs’ Geometry Performance on Long-Step Problems Requiring Auxiliary Lines
Yumeng Fu, Jiayin Zhu, Lingling Zhang, Wenjun Wu, Bo Zhao, Shaoxuan Ma, Yushun Zhang, Jun Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR
Jiaying Zhang, Lei Shi, Jiguo Li, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GeoRC: A Benchmark for Geolocation Reasoning Chains
Mohit Talreja, Joshua Diao, Jim James, Radu Casapu, Tejas Santanam, Ethan Mendes, Alan Ritter, Wei Xu, James Hays
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GiLT: Augmenting Transformer Language Models with Dependency Graphs
Tianyu Huang, Yida Zhao, Chuyan Zhou, Kewei Tu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GitChameleon 2.0: Evaluating AI Code Generation Against Python Library Version Incompatibilities
Diganta Misra, Nizar Islah, Victor May, Brice Rauby, Zihan Wang, Justine Gehring, Antonio Orvieto, Muawiz Sajjad Chaudhary, Eilif B. Muller, Irina Rish, Samira Ebrahimi Kahou, Massimo Caccia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Global Adaptive Momentum Meets Local Personalized Perturbation: Efficient Federated LLM Fine-Tuning with Zeroth-Order Gradients
Zihan Chen, Howard Hao Yang, Tony Quek, Kai Fong Ernest Chong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Glyph: Scaling Context Windows via Visual-Text Compression
Jiale Cheng, Yusen Liu, Xinyu Zhang, Yulin Fei, Wenyi Hong, Ruiliang Lyu, Weihan Wang, Zhe Su, Xiaotao Gu, Xiao Liu, Yushi Bai, Jie Tang, Hongning Wang, Minlie Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Gold-Medal-Level Olympiad Geometry Solving with Efficient Heuristic Auxiliary Constructions
Boyan Duan, Xiao Liang, Shuai Lu, Yaoxiang Wang, Yelong Shen, Kai-Wei Chang, Ying Nian Wu, Mao Yang, Weizhu Chen, Yeyun Gong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Good Arguments Against the People Pleasers: How Reasoning Mitigates (Yet Masks) LLM Sycophancy
Zhaoxin Feng, Zheng Chen, Jianfei Ma, Yip Tin Po, Emmanuele Chersoni, Bo Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GrACE: A Generative Approach to Better Confidence Elicitation and Efficient Test-Time Scaling in Large Language Models
Zhaohan Zhang, Ziquan Liu, Ioannis Patras
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs
Duy Nguyen, Archiki Prasad, Elias Stengel-Eskin, Mohit Bansal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Gradient-Guided Multi-Judge Prompt Optimization
ChenZhuo Zhao, Xinda Wang, Pu Zhao, Yue Huang, Junting Lu, Ziqian Liu, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Grammar Search for Multi-Agent Systems
Mayank Singh, Vikas Yadav, Shiva Krishna Reddy Malay, Shravan Nayak, Sai Rajeswar, Sathwik Tejaswi Madhusudhan, Eduardo Blanco
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Grammar as Control: Modular Language Generation for the Long Tail
Ndapa Nakashole
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models
Runxuan Liu, Xianhao Ou, Xinyan Ma, Jiyuan Wang, Jiafeng Liang, Jiaqi Li, Tao He, Zheng Chu, Rongchuan Mu, Zekun Wang, Baoxin Wang, Dayong Wu, Ming Liu, Shijin Wang, Guoping Hu, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Graph-Based Alternatives to LLMs for Human Simulation
Joseph Suh, Suhong Moon, Serina Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GraphSynth: Resolving the Diversity-Reliability Trade-off with Probabilistic Factor Graphs
Zehua Cheng, Wei Dai, Jiahao Sun, Thomas Lukasiewicz
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GroupToM-Bench: Benchmarking Group Theory of Mind and Nonlinear Social Emergence in MLLMs
Weidong Tang, Jierui Li, Yueling Hou, Zihan Mei, Can Zhang, Xinyan Wan, Zhiyuan Liang, Pengfei Zhou, Yang You, Wangbo Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented Generation
Zhengyi Zhao, Shubo Zhang, Zezhong Wang, Yuxi Zhang, Huimin Wang, Yutian Zhao, Yefeng Zheng, Binyang Li, Kam-Fai Wong, Xian Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
GuideDog: A Real-World Egocentric Multimodal Dataset for Blind and Low-Vision Accessibility-Aware Guidance
Junhyeok Kim, Jaewoo Park, Junhee Park, Sangeyl Lee, Jiwan Chung, Jisung Kim, Ji Hoon Joung, Youngjae Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence
Amirhosein Ghasemabadi, Keith G. Mills, Baochun Li, Di Niu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Guidelines as Environments: A World Model Approach to Rule Following
Haiqing Li, Wenliang Zhong, Yinhao Wu, Hehuan Ma, Yuzhi Guo, Thao M. Dang, Junzhou Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HAG: Hierarchical Demographic Tree-based Agent Generation for Topic-Adaptive Simulation
Rongxin Chen, Tianyu Wu, Bingbing Xu, JiaTang Luo, Xiucheng Xu, Huawei Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HARPO: Hierarchical Agentic Reasoning for User-Aligned Conversational Recommendation
Subham Raj, Aman Vaibhav Jha, Mayank Anand, Sriparna Saha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HAT: Hallucination Annotation for Translation
Rajen Chatterjee, Xintong Li, Paisarn Charoenpornsawat, Allen Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HCSpec: Two-Tier Horizontal Cascade Speculative Decoding for High-Efficiency Large Language Model Inference
Yizhou Zhang, Siming Chen, Hao Ye, Erhu Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment
Zhanyu Liu, Qingguo Hu, Ante Wang, Chenqing Liu, Zhishang Xiang, Hui Li, Delai Qiu, Jinsong Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding
Haowei Zhang, Shudong Yang, Jinlan Fu, See-Kiong Ng, Xipeng Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HOPE: Hybrid Optimized Parallel Encoding with Supervised and Unsupervised Semantic Fusion for Depression Symptom Detection
Tu-Phuong Mai, Minh-Ha H. Le, Duc-Luong Tran, Phuong-Anh Chu, Duy-Cat Can, Hoang-Quynh Le
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HSCodeComp: A Realistic and Expert-level Agent Benchmark for Hierarchical Rule Application
Tian Lan, Yiqian Yang, Qianghuai Jia, Li Zhu, Hui Jiang, Hang Zhu, Weihua Luo, Longyue Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HSGraphAgent: Knowledge-Graph-Guided Large Language Models for Harmonized System Code Classification
Qiang Xia, Zijian Zhang, Ao Wang, Wenhan Wang, Xiangyu Wang, Jian Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HTMR: Hybrid Token Masking Reinforcement Learning with Verifiable Rewards for Event Argument Extraction with Multi-Perspective Reasoning
Jianwen Luo, Yongkang Jin, Yu Hong, Jianmin Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HalluAudio: A Comprehensive Benchmark for Hallucination Detection in Large Audio-Language Models
Feiyu Zhao, Yiming Chen, Wenhuan Lu, Daipeng Zhang, Xianghu Yue, Jianguo Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HalluCitation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in ACL Conferences
Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学
2026 · ACL
Hallucination Detection in LLMs with Topological Divergence on Attention Graphs
Alexandra Bazarova, Andrei Volodichev, Aleksandr Yugay, Andrey Shulga, Alina Ermilova, Konstantin Polev, Julia Belikova, Rauf Parchiev, Dmitry Simakov, Maxim Savchenko, Andrey Savchenko, Serguei Barannikov, Alexey Zaytsev
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HarDBench: A Benchmark for Draft-Based Co-Authoring Jailbreak Attacks for Safe Human–LLM Collaborative Writing
EunTae Kim, Soomin Han, Buru Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math
Shrey Pandit, Austin Xu, Xuan-Phi Nguyen, Yifei Ming, Caiming Xiong, Shafiq Joty
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HarmRLVR: Weaponizing Verifiable Rewards for Harmful LLM Alignment
Yuexiao Liu, Lijun Li, Xingjun Wang, Jing Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs
Jinhui Chen, Shizhu He, Xingchang Yang, Huanxuan Liao, Yequan Wang, Xiangwen Liao, Wenhao Teng, Kang Liu, Jun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning
Shuyao Xu, Cheng Peng, Jiangxuan Long, Weidi Xu, Wei Chu, Yuan Qi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents
Jinchang Zhu, Jindong Li, Cheng Zhang, Jiahong Liu, Menglin Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Hetero-Designer: Automated Design of Multi-Agent Systems with Heterogeneous LLMs
Zhiheng Zhang, Yuanzhe Zhang, Bohan Yu, Daojian Zeng, Kang Liu, Jun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM Inference
Zhiyuan Shi, Qibo Qiu, Xuefeng, Zhonglin Jiang, Li Yu, Jian Jiang, Xiaofei He, Wenxiao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HeteroSpec: Leveraging Contextual Heterogeneity for Efficient Speculative Decoding
Siran Liu, Yang Ye, Qianchao Zhu, Zane Cao, Yongchao He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Heterogeneous Adaptive Policy Optimization: Tailoring Optimization to Every Token’s Nature
Zheng Liu, Mengjie Liu, Siwei Wen, Mengzhang Cai, Bin Cui, Conghui He, Wentao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HiChunk: Evaluating and Enhancing Retrieval Augmented Generation with Hierarchical Chunking
Wensheng Lu, Keyu Chen, Zhifeng Shen, Ruizhi Qiao, Xing Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HiEdit: Lifelong Model Editing with Hierarchical Reinforcement Learning
Yangfan Wang, Tianyang Sun, Chen Tang, Jie Liu, Wei Cai, Jingchi Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HiGoE: Hierarchical Graph of Evidence to Enhance Retrieval-Augmented Generation for Long-context Summarization
Long Yuan, Kaiwen Tian, Zi Chen, Bolong Zheng, Chuan Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering
Joongmin Shin, Gyuho Shim, Jeongbae Park, Jaehyung Seo, Heuiseok Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HiSVD: Principled Low-Rank Approximation of LLMs via Hierarchical Modeling of Information Capacity and Spectral Structure
Zhuo Chen, Minghao Li, Xiaoqian Ma, Siqi Fan, Xiusheng Huang, Zhang Liujie, Weihang Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HiddenGuard: Fine-Grained Safe Generation with Specialized Representation Router
Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Ruibin Yuan, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs
Zhenyu Liu, Xuanyu Zhang, Yunxin Li, Qixun Teng, Shenyuan Jiang, Haolan Chen, Mingjun Zhao, Fanbo Meng, Yu Xu, Yancheng He, Baotian Hu, Haizhou Li, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Hierarchical Policy Optimization for Simultaneous Translation of Unbounded Speech
Siqi Ouyang, Shuoyang Ding, Oleksii Hrinchuk, Vitaly Lavrukhin, Brian Yan, Boris Ginsburg, Lei Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents
Shuai Zhen, Yanhua Yu, Ruopei Guo, Nan Cheng, Yang Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Hierarchical Token Prepending: Enhancing Information Flow in Decoder-based LLM Embeddings
Xueying Ding, Xingyue Huang, Mingxuan Ju, Liam Collins, Yozen Liu, Leman Akoglu, Neil Shah, Tong Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HistLens: Mapping Idea Change across Concepts and Corpora
Yi Jing, Weiyun Qiu, Yihang Peng, Zhifang Sui
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HoWToBench: Holistic Evaluation for LLM’s Capability in Human-level Writing using Tree of Writing
Andrew Zhuoer Feng, Cunxiang Wang, Yu Luo, Lin Fan, Irene Zhou, Zikang Wang, Xiaotao Gu, Jie Tang, Hongning Wang, Minlie Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HopWeaver: Cross-Document Synthesis of High-Quality and Authentic Multi-Hop Questions
Zhiyu Shen, Jiyuan Liu, Yunhe Pang, Yanghui Rao, Fu Lee Wang, Jianxing Yu
Natural Language Processing
日本大学: 関与なし（対象大学）