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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
Beyond Explicit Refusals: Soft-Failure Attacks on Retrieval-Augmented Generation
Wentao Zhang, Yan Zhuang, ZhuHang Zheng, Mingfei Zhang, Jiawen Deng, Fuji Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models
Jia Deng, Junyi Li, Xin Zhao, Jinpeng Wang, Hongyu Lu, Ji-Rong Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models
Linhao Zhong, Linyu Wu, Bozhen Fang, Tianjian Feng, Chenchen Jing, Wen Wang, Jiaheng Zhang, Hao Chen, Chunhua Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Itinerary Planning—A Real-World Benchmark for Multi-Turn and Tool-Using Travel Tasks
Xiang Cheng, Yulan Hu, Xiangwen Zhang, Lu Xu, Lide Tan, Zheng Pan, Xin Li, Yong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation
Yanzhi Tian, Cunxiang Wang, Zeming Liu, Heyan Huang, Wenbo Yu, Dawei Song, Jie Tang, Yuhang Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Majority Voting: Towards Fine-grained and More Reliable Reward Signal for Test-Time Reinforcement Learning
Weiqin Wang, Yile Wang, Kehao Chen, Hui Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Markovian Forgetfulness: Episodic Memory for Reasoning-Intensive Retrieval
Dohyeon Lee, Yeonseok Jeong, Seung-won Hwang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Meta-Reasoning: Metacognitive Consolidation for Self-Improving LLM Reasoning
Ziqing Zhuang, Linhai Zhang, Jiasheng Si, Deyu Zhou, Yulan He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Monolingual Assumptions: A Survey on Code-Switched NLP in the Era of Large Language Models across Modalities
Rajvee Sheth, Samridhi Raj Sinha, Mahavir Patil, Himanshu Beniwal, Mayank Singh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Noise: Characterizing Creative Potential in Unverifiable LLM Hallucinations
Yu Yan, Chunhong Zhang, Haiyu Zhao, Ziyang Zeng, Zihao Liu, Yongkang Wu, Jianzhou Diao, YiJie Chen, Shujie Wang, Zheng Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Pedagogical Principles: Multi-Horizon Preference Optimization for Efficient Socratic Tutoring
Xin Shi, Chao Zhang, Yifan Zhu, Xueqiao Zhang, Yawei Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching
Bo Lv, Jingbo Sun, Jianwei Lv, Chen Tang, Shaojie Zhang, Nayu Liu, Guoxin Yu, Zihao Li, Qichao Zhang, Dongbin Zhao, Ping Luo, Yue Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Ranking: Fine-Grained Diagnostics and Self-Improvement for MLLMs
Mingze Xu, Zijing Zhao, Qiming Peng, Houwen Peng, Han Hu, Zhanhui Kang, Yuxing Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training
Changhao Jiang, Ming Zhang, Yifei Cao, Junjie Ye, Xiaoran Fan, Shihan Dou, Zhiheng Xi, Jiajun Sun, Yi Dong, Yujiong Shen, Jingqi Tong, Baoyu Fan, Tao Gui, Qi Zhang, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Self-Report: Bridging the Intention-Behavior Gap in Critical Thinking Assessment via Interpretable Multi-Agent System
Zekun Li, Jifan Yu, Haoxuan Li, Ye He, Daniel Zhang-Li, Shangqing Tu, Joy Jia Yin Lim, Yikun Jiang, Jiaxin Yuan, Yu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Single Representations: Multi-Model Embedding Fusion for Stable Text Classification
Jiho Gwak, Yuchul Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding
Dexuan Xu, Yuan Jiayin, Jianing Wang, Yanyuan Chen, Hanpin Wang, Yu Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Single-View Detection: A Dual-Space Reasoning Framework for Interpretable Harmful Meme Understanding
Wenqing Hou, Hongkui Tu, Ye Wang, Yue Zhang, Yuying Liu, Dong Zhu, Liqun Gao, Bin Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision
Bingsen Chen, Boyan Li, Ping Nie, Yuyu Zhang, Xi Ye, Chen Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Static Alignment: Adaptive Arbitration for Semantic Incongruence in Semi-Supervised Multimodal Sentiment Analysis
Huicong Li, Xiangbo Ji, Wei Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Static Artifacts: An Evolutionary Framework for Synthetic Claim Generation
Yeqing Teng, Jiasheng Si, Shuxia Lin, Linhai Zhang, Weiyu Zhang, Wenpeng Lu, Deyu Zhou, Xiaoming Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation
Huije Lee, Jisu Shin, Hoyun Song, Changgeon Ko, Jong C. Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Static Persona Consistency: Dynamic Persona Coherence in LLM Role-Playing
Yirui QI, Xiaoming Zhang, Ruilin Zeng, Mengyao Liu, Ziyi Zhou, Dezhuang Miao, Bingyu Yan, Zhenyu Guan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization
Zixuan Huang, Zhihong Zhu, Xiaolong Liu, Yanchao Hao, Manman Zhang, Zheng Wei, Bowen Xing, Xian Wu, Ye Li, Fen Miao, Yefeng Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning
Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Timestamps: Bridging Forward and Backward Reasoning in Temporal Numerical and Relational Understanding
Xinying Qian, Ying Zhang, Xuhui Sui, Yu Zhao, Baohang Zhou, Jeff Z. Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Transcripts: A Renewed Perspective on Audio Chaptering
Fabian Retkowski, Maike Züfle, Thai Binh Nguyen, Jan Niehues, Alexander Waibel
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts
Jingting Zheng, Yuqi Ren, Linhao Yu, Yongqi Leng, Deyi Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Variance: Knowledge-Aware LLM Compression via Fisher-Aligned Subspace Diagnostics
Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond Word Boundaries: A Hebrew Coreference Benchmark and an Evaluation Protocol for Morphologically Complex Text
Refael Shaked Greenfeld, Reut Tsarfaty
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond the Context Window: Scaling Agentic RL via End-to-end Optimized Context Compression
Miao Lu, Weiwei Sun, Weihua Du, Zhan Ling, Xuesong Yao, Kang Liu, Jiecao Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation
Jiaying Wu, Zihang Fu, Haonan Wang, Fanxiao Li, Jiafeng Guo, Preslav Nakov, Min-Yen Kan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond the Final Actor: Modeling the Dual Roles of Creator and Editor for Fine-Grained LLM-Generated Text Detection
Yang Li, Qiang Sheng, Zhengjia Wang, Yehan Yang, Danding Wang, Juan Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning
Yifan Li, YuKai Gu, Yingqian Min, Zikang Liu, Yifan Du, Kun Zhou, Min Yang, Xin Zhao, Minghui Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models
Wenxuan Wang, Zizhan Ma, Guo Yu, Yiu-Fai Cheung, Meidan Ding, Jie Liu, Wenting Chen, Linlin Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in MLLMs
Xiaoyang Yi, Jing Chen, Li Peng, Yuru Bao, Jian Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BhashaSutra: A Task-Centric Unified Survey of Indian NLP Datasets, Corpora, and Resources
Raghvendra Kumar, Devankar Raj, Sriparna Saha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BiMind: A Dual-Head Reasoning Model with Attention-Geometry Adapter for Incorrect Information Detection
Zhongxing Zhang, Emily K. Vraga, Jisu Huh, Jaideep Srivastava
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BiMol-Diff: A Unified Diffusion Framework for Molecular Generation and Captioning
Aditya Hemant Shahane, Anuj Kumar Sirohi, Devansh Arora, Nitin Kumar, Prathosh AP, Sandeep Kumar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Bias Fitting to Mitigate Length Bias of Reward Model in RLHF
Kangwen Zhao, Jianfeng Cai, Jinhua Zhu, Ruopei Sun, Dongyun Xue, Wengang Zhou, Li Li, Houqiang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection
Yuwei Zhang, Wenhao Yu, Shangbin Feng, Yifan Zhu, Letian Peng, Jayanth Srinivasa, Gaowen Liu, Jingbo Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BioProAgent: Neuro-Symbolic Grounding for Constrained Scientific Planning
Yuyang Liu, Jingya Wang, Liuzhenghao Lv, Yonghong Tian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BioTool: A Comprehensive Tool-Calling Dataset for Enhancing Biomedical Capabilities of Large Language Models
Xin Gao, Ruiyi Zhang, Meixi Du, Peijia Qin, Pengtao Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph
Lingxiao Guan, Yuanhao Huang, Jie Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs
Binxing Xu, Hao Gu, Lujun Li, Hao Wang, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Xintong Yang, Chao Li, Sirui Han, Yike Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Black-Box Membership Inference Attacks for Video Training Data in Multimodal Large Language Models
Jinrui Wang, Zhenfeng Gao, Wendan Wang, Huili Wang, Zichen Qin, Linjie Zhu, Hongke Fu, Shangguang Wang, Tao Qi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks
Rui Miao, Yixin Liu, Yili Wang, Xu Shen, Yue Tan, Yiwei Dai, Shirui Pan, Xin Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Bloom-Eval: A Hierarchical Evaluation Benchmark for Automatic Survey Generation Based on Bloom’s Taxonomy
Fei Zhang, Zhe Zhao, HaiBin Wen, Tianshuo Wei, Zaixi Zhang, Chao Yang, Ye Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BoYaEval: Evaluating Multimodal Large Language Models on Understanding Ancient Chinese Musical Scores
Jiajia Li, Weizhi Xue, Yao Yao, Qiwei Li, Chenchong, Zuchao Li, Ping Wang, Hai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Bootstrapping Code Translation with Weighted Multilanguage Exploration
Yuhan Wu, Huan Zhang, Wei Cheng, Chen Shen, Jingyue Yang, Wei Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models
Nianyi Lin, Jiajie Zhang, Lei Hou, Juanzi Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BracketRank: Large Language Model Document Ranking via Reasoning-based Competitive Elimination
Abdelrahman Abdallah, Mohammed Ali, Bhawna Piryani, Adam Jatowt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory
Shiqi He, Yue Cui, Xinyu Ma, Yaliang Li, Bolin Ding, Mosharaf Chowdhury
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Breaking Block Boundaries: Anchor-based History-stable Decoding for Diffusion Large Language Models
Shun Zou, Yong Wang, Zehui Chen, Lin Chen, Chongyang Tao, Feng Zhao, Xiangxiang Chu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Breaking Down and Building Up: Mixture of Skill-Based Vision-and-Language Navigation Agents
Tianyi Ma, Yue Zhang, Zehao Wang, Parisa Kordjamshidi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Breaking the Generator Barrier: Disentangled Representation for Generalizable AI-Text Detection
Xiao Pu, Zepeng Cheng, Lin Yuan, Yu Wu, Xiuli Bi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents
Minzheng Wang, Run Luo, Yanbo Wang, Zichen Liu, Yuqiao Tan, Tao Tan, Nan Xu, Lu Wang, Wenji Mao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Bridging Distance and Spectral Positional Encodings via Anchor-Based Diffusion Geometry Approximation
Yan Zimo, Zheng Xie, Runfan Duan, Chang Liu, Wumei Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Bridging Internal Consistency and External Alignment: A Causal and Dynamic Interpretability Framework for LLM Generation
Shuyao Xiao, Shengling Wang, Ke Chao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders
Yupeng Hou, Jiacheng Li, Xiangjun Fu, Zhankui He, An Yan, Xiusi Chen, Julian McAuley
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Bridging the Memorization-Utilization Gap: Near-Lossless Context Compression via Reinforcement Learning
Yujan Ting, Xu Tang, Terrence Chen, Weijing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Bridging the Sensory Gap: Visual Injection for Taxonomy Completion
Yuhang Niu, Hongyuan Xu, Ciyi Liu, Bofan Wei, Jiaqi Ye, Yanlong Wen, Xiaojie Yuan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Bringing Real-World Relations into Video Generation with Graph-Structured Knowledge
Joonhyung Park, Jaeyun Song, Sihwan Park, Eunho Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
BrowseComp-Plus: A Fair and Disentangled Evaluation Benchmark for Deep Search Agents
Zijian Chen, Xueguang Ma, Shengyao Zhuang, Ping Nie, Kai Zou, Sahel Sharifymoghaddam, Andrew Liu, Joshua Green, Kshama Patel, Ruoxi Meng, Mingyi Su, Yanxi Li, Haoran Hong, Xinyu Shi, Xuye Liu, Hosna Oyarhoseini, Nandan Thakur, Crystina Zhang, Luyu Gao, Wenhu Chen, Jimmy Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Building LLMs Like LEGO: Two-dimensional Architecture Reassembly of Large Language Models
Xingyu Wu, Yu Zhou, KC Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs
Chen Yang, Ruping Xu, Ruizhe Li, Bin Cao, Jing Fan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
C-World: A Computer Use Agent Environment Creator
Ziqiao Xi, Shuang Liang, Qi Liu, Jiaqing Zhang, Letian Peng, Fang Nan, Meshal Nayim, Tianhui Zhang, Rishika Mundada, Lianhui Qin, Biwei Huang, Kun Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
C2: Scalable Rubric-Augmented Reward Modeling from Binary Preferences
Akira Kawabata, Saku Sugawara
Natural Language Processing
日本大学: 東京大学
2026 · ACL
CADMate: Generating CAD Assembly Plan with Geometric Chain-of-Thought and Spatial Physical Rewards
Jiali Chen, DingBa Fu, Xusen Hei, Yuhang Liu, Yiyang Chen, Jiayuan Xie, Wenqi Fan, Yi Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CAKE: Causal-Guided Adaptive Knowledge Editing for LLMs
Shuxin Liu, Jianhao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CAMEC: Complexity-Aware Multi-Expert Collaboration for Reliable Chinese Medical Question Answering
Yukang Wu, Xiyuan Jia, Jiayi Wu, HongChen Yu, Yuhan Qiu, Wu Guohua
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation
Xuanbai Ren, Luoda Tan, Pei Liu, Tengfei Ma, Xiangzheng Fu, Longyue Wang, Yiping Liu, Xiangxiang Zeng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CAP: Controllable Alignment Prompting for Unlearning in LLMs
Zhaokun Wang, Jinyu Guo, Jingwen Pu, Hongli Pu, Meng Yang, Xunlei Chen, Jie Ou, Wenyi Li, Guangchun Luo, Wenhong Tian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CAPC-CG: A Large-Scale, Expert-Directed LLM-Annotated Corpus of Adaptive Policy Communication in China
Bolun Sun, Charles Chang, Yuen Yuen Ang, Ruotong Mu, Yuchen Xu, Zhengxin Zhang, Pingxu Hao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CAPruner: Conceptual-Adjacent Scene Graph Pruner for Enhancing 3D Spatial Reasoning of Large Language Models
Shengli Zhou, Xiangchen Wang, Guanhua Chen, Feng Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty
Johannes Kirmayr, Lukas Stappen, Elisabeth Andre
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CARES: Context-Aware Resolution Selector for VLMs
Moshe Kimhi, Nimrod Shabtay, Raja Giryes, Chaim Baskin, Eli Schwartz
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CASPER in the Machine: Insights into Character Variety in LLM-Generated Stories
Anneliese Brei, Abhisheik Sharma, Nicholas Sanaie, Lu Wang, Snigdha Chaturvedi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CASS: Nvidia to AMD Transpilation with Data, Models, and Benchmark
Ahmed Heakl, Gustavo Bertolo Stahl, Sarim Hashmi, Seung Hun Eddie Han, Mukul Ranjan, Arina Kharlamova, Salman Khan, Abdulrahman Mahmoud
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning
Zhenpeng Su, Leiyu Pan, Minxuan Lv, Yuntao Li, Wenping Hu, Fuzheng Zhang, Kun Gai, Guorui Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CEBC: Conformal Evidence-Bounded Control for Low-Hallucination Vision–Language Generation
Ashish Mishra, Tarun Kumar, Arpit Shah, Suparna Bhattacharya, Martin Foltin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CEDAR: A Chinese Evaluation Dataset for Computational Argumentation
Tian Lan, Jiang Li, Rong Yan, Feilong Bao, Weihua Wang, Guanglai Gao, Xiangdong Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CHAIRO: Contextual Hierarchical Analogical Induction and Reasoning Optimization for LLMs
Haotian Lu, Yuchen Mou, Bingzhe Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation
Noy Sternlicht, Tom Hope
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CHOIR: Harmonizing Structured Persona Diversity for Robust Collaborative LLM Reasoning
Xiangjue Dong, Cong Wang, Maria Teleki, Millennium Bismay, Ruihong Huang, James Caverlee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems
Yongxuan Wu, Xixun Lin, He Zhang, Nan Sun, Kun Wang, Chuan Zhou, Shirui Pan, Yanan Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics
Ming-Bin Chen, Jey Han Lau, Lea Frermann
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CIRAG: Construction–Integration Retrieval and Adaptive Generation for Multi-hop Question Answering
Zili Wei, Yilin Wang, Xiaocui Yang, Shi Feng, Weidong Bao, Daling Wang, Zihan Wang, Yifei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CIS-BWE: Chaos-Informed Speech Bandwidth Extension
Tarikul Islam Tamiti, Tonmoy Das, Nursadul Mamun, Anomadarshi Barua
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CITE: Benchmarking Heterogeneous Text-Attributed Graph Models
Chenghao Zhang, Qingqing Long, Ludi Wang, Wenjuan Cui, Jianjun Yu, Yi Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CLAOCS-TX: Cross-Lingual Triplet Extraction with Aspect-Opinion-Aware Code-Switched Prompting and LLM-Guided Contrastive Distillation
Lipika Dewangan, Chandresh Kumar Maurya
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts
Jiuheng Lin, Cong Jiang, Zirui Wu, Jiarui Sun, Yansong Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CLEAR: Cross-Lingual Enhancement in Retrieval via Reverse-training
Seungyoon Lee, Minhyuk Kim, Seongtae Hong, Youngjoon Jang, Dongsuk Oh, Heuiseok Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CL^2GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction
Shang Qin, Jingheng Ye, Yinghui Li, Hai-Tao Zheng, Qi Li, Jinxiao Shan, Zhixing Li, Hong-Gee Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CNSL-bench: Benchmarking the Sign Language Understanding Capabilities of MLLMs on Chinese National Sign Language
Rui Zhao, Xuewen Zhong, Xiaoyun Zheng, Jinsong Su, Yidong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CO-EVO: Co-evolving Semantic Anchoring and Style Diversification for Federated DG-ReID
Fengchunzhang, Qiang Ma, Liuyu Xiang, Jinshan Lai, Tingxuan Huang, Jianwei Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CODERL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment
Xue Jiang, Yihong Dong, Mengyang Liu, Deng Hongyi, Tian Wang, Yongding Tao, Zhi Jin, Wenpin Jiao, Ge Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CODESTRUCT: Code Agents over Structured Action Spaces
Myeongsoo Kim, Chao-Chun Hsu, Dingmin Wang, Shweta Garg, Varun Kumar, Murali Krishna Ramanathan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
COMPASS: A Framework for Evaluating Organization-Specific Policy Alignment in LLMs
Dasol Choi, DongGeon Lee, Brigitta Jesica Kartono, Helena Berndt, Taeyoun Kwon, Joonwon Jang, Haon Park, Hwanjo Yu, Minsuk Kahng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context
Guangya Wan, Mingyang Ling, Xiaoqi Ren, Rujun Han, Sheng Li, Zizhao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）