ACL

2022–2026 LIVE

著者一覧 · 国際会議 · 大学ランキング

ACL 公式サイト ↗

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
"Excuse me, may I say something..." CoLabScience, A Proactive AI Assistant for Biomedical Discovery and LLM-Expert Collaborations
Yang Wu, Jinhong Yu, Jingwei Xiong, Zhimin Tao, Xiaozhong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
"Newspaper Eat" Means "Not Tasty": A Taxonomy and Benchmark for Coded Language in Real-World Chinese Online Reviews
Ruyuan Wan, Changye Li, Ting-Hao Kenneth Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A BERTology View of LLM Orchestrations: Token- and Layer-Selective Probes for Efficient Single-Pass Classification
Gonzalo Ariel Meyoyan, Luciano Del Corro
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage
Congmin Zheng, Jiachen Zhu, Zhuoying Ou, Yuxiang Chen, Kangning Zhang, Rong Shan, Zeyu Zheng, Mengyue Yang, Jianghao Lin, Yong Yu, Weinan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Data-Centric Approach to Generalizable Speech Deepfake Detection
Wen Huang, Yuchen Mao, Yanmin Qian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAM\Delta Integration into Upcycled MoE
Hao Zhou, Tianhao Li, Zhijun Wang, Shuaijie She, Linjuan Wu, Hao-Ran Wei, Baosong Yang, Jiajun Chen, Shujian Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Dual-Task Paradigm to Investigate Sentence Comprehension Strategies in Language Models
Rei Emura, Saku Sugawara
Natural Language Processing
日本大学: 東北大学 / 東京大学
2026 · ACL
A Functionality-Grounded Benchmark for Evaluating Web Agents in E-commerce Domains
Xianren Zhang, Shreyas Prasad, Di Wang, Qiuhai Zeng, Suhang Wang, Wenbo Yan, Mat Hans
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Game-Theoretic Negotiation Framework for Cross-Cultural Consensus
Guoxi Zhang, Jiawei Chen, Tianzhuo Yang, Jiaming Ji, Yaodong Yang, Juntao Dai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Tasks
Shuzheng Si, Haozhe Zhao, Kangyang Luo, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Layer-wise Analysis of Supervised Fine-Tuning
Qinghua Zhao, Xueling Gong, Xinyu Chen, Zhongfeng Kang, Xinlu Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Lightweight Explainable Guardrail for Prompt Safety
Md Asiful Islam, Mihai Surdeanu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Linguistics-Aware LLM Watermarking via Syntactic Predictability
Shinwoo Park, Hyejin Park, Hyeseon An, Yo-Sub Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Model of the Language Process
Brandon Duderstadt, Hayden Helm
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation
Seonjeong Hwang, Jun Seo, Hyounghun Kim, Gary Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Multi-Agent Framework for High-Interaction Terminal Simulation
Kai Wei, Yuwen Cui, Kehan Shen, Hua Wei, Guangjing Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Multilingual Social Bias Benchmark Incorporating Thinking Processes
Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement
Shengji Tang, Jianjian Cao, Weihao Lin, Jiale Hong, Bo Zhang, Shuyue Hu, Lei Bai, Tao Chen, Wanli Ouyang, Peng Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Structured Clustering Approach for Inducing Media Narratives
Rohan Das, Advait Deshmukh, Alexandria Leto, Zohar Naaman, I-Ta Lee, Maria Leonor Pacheco
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Survey of Deep Learning for Geometry Problem Solving
Jianzhe Ma, Wenxuan Wang, Qin Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Survey of Inductive Reasoning for Large Language Models
Kedi Chen, Dezhao Ruan, Yuhao Dan, Yaoting Wang, Siyu Yan, Xuecheng Wu, Yinqi Zhang, Qin Chen, Jie Zhou, Liang He, Biqing Qi, Linyang Li, Qipeng Guo, Xiaoming Shi, Wei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Survey of Large Language Model-Based Search Agents
Yunjia Xi, Jianghao Lin, Yongzhao Xiao, Zheli Zhou, Rong Shan, Te Gao, Jiachen Zhu, Weiwen Liu, Yong Yu, Weinan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Survey of Large Language Models for Text-Guided Molecular Discovery: From Molecule Generation to Optimization
Ziqing Wang, Kexin Zhang, Zihan Zhao, Yibo Wen, Abhishek Pandey, Han Liu, Kaize Ding
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning
Tianyu Yang, Sihong Wu, Yilun Zhao, Zhenwen Liang, Lisen Dai, Chen Zhao, Minhao Cheng, Arman Cohan, Xiangliang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Survey of Reasoning-Intensive Retrieval: Progress and Challenges
Yiyang Wei, Tingyu Song, Siyue Zhang, Yilun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions
Zhiyin Yu, Yuchen Mou, Juncheng Yan, Junyu Luo, Chunchun Chen, Xing Wei, Yunhui Liu, Hongru Sun, Yuxing Zhang, Jun Xu, Yatao Bian, Ming Zhang, Wei Ye, Tieke He, Jie Yang, Guanjie Zheng, Zhonghai Wu, Bo Zhang, Lei Bai, Xiao Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
A Theoretically Grounded Approach to Summarizing Conversation Dynamics for Forecasting the Derailment of Online Conversations
Yingxue Fu, Anaïs Ollagnier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin
Jian Xiong, Jingbo Zhou, Jingyong Ye, Qiang Huang, Dejing Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ACBQ: Adaptive Cross-Block Quantization of Large Language Models
Hailing Wang, Jianglin Lu, Yitian Zhang, Huimin Zeng, Yun Fu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web
Zhiyuan Yao, Zishan Xu, Yifu Guo, Zhiguang Han, Cheng Yang, Shuo Zhang, Weinan Zhang, Xingshan Zeng, Weiwen Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ACIArena: Toward Unified Evaluation for Agent Cascading Injection
Hengyu An, Minxi Li, Jinghuai Zhang, Naen Xu, Chunyi Zhou, Changjiang Li, Xiaogang Xu, Tianyu Du, Shouling Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ADAPT: Benchmarking Commonsense Planning under Unspecified Affordance Constraints
Pei-An Chen, Yongching Liang, Jia-Fong Yeh, Hung-Ting Su, Yi-Ting Chen, Min Sun, Winston H. Hsu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ADVICE: Answer-Dependent Verbalized Confidence Estimation
KiJung Seo, Sehun Lim, Taeuk Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AEA: Adaptive Expert Allocation Improves Sentence Embeddings from Mixture-of-Experts LLM
Shufan Yang, Zifeng Cheng, Zhiwei Jiang, Qingfeng Qi, Yafeng Yin, Cong Wang, Ao Zhou, Qing Gu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images
Bo Zhang, Tzu-Yen Ma, Zichen Tang, Junpeng Ding, Zirui Wang, Yizhuo Zhao, Peilin Gao, Zijie Xi, Zixin Ding, Haiyang Sun, Haocheng Gao, Yuan Liu, Liangjia Wang, Yiling Huang, Yujie Wang, Yuyue Zhang, Ronghui Xi, Yuanze Li, Jiacheng Liu, Zhongjun Yang, Haihong E
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns
Yuhao Zhang, Liang Yan, Shaoming Duan, Xinyu Zha, Jinhang Su, Peiyi Han, Chuanyi Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AG-GRPO: Answer-Guided GRPO for Masked Diffusion Language Models
Juhyeong Kim, Gyunyeop Kim, Sangwoo Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AGSC: Adaptive Granularity and Semantic Clustering for Uncertainty Quantification in Long-text Generation
Guanran Luo, Wentao Qiu, Wanru Zhao, Wenhan Lv, Zhongquan Jian, Meihong Wang, Qingqiang Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AI use in American newspapers is widespread, uneven, and rarely disclosed
Jenna Russell, Marzena Karpinska, Destiny Akinode, James Zhou, Katherine Thai, Bradley Emi, Max Spero, Mohit Iyyer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning
Xiping Li, Jianghong Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AIPO: Adaptive Information Guided Token-Level Reinforcement Learning for Large Language Model Reasoning
Bin Chen, Hongfei Ye, Huiyang Wang, Wenxi Liu, Yu Zhang, Furui Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AIRCoder: Adaptive Integration of Multi-dimensional Retrieval for Repository-level Code Completion
Chuanqi Shi, Miao Gao, Zhiqiang Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ALDEN: Reinforcement Learning for Active Navigation and Evidence Gathering in Long Documents
Tianyu Yang, Terry Ruas, Yijun Tian, Jan Philip Wahle, Daniel Kurzawe, Bela Gipp
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ALIGN: Word Association Learning for Cultural Alignment in Large Language Models
Chunhua Liu, Kabir Manandhar Shrestha, Sukai Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering
Taolin Zhang, Dongyang Li, Chen Chen, Qizhou Chen, Jiuheng Wan, Xiaofeng He, Chengyu Wang, Richang Hong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention
Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Ao Sun, Ziqi Yuan, Hao Zhou, Fandong Meng, Zhiyuan Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI
Pratyay Banerjee, Masud Moshtaghi, Shivashankar Subramanian, Amita Misra, Ankit Chadha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation
Pengyun Zhu, Qiheng Sun, Long Wen, Yanbo Wang, Yang Cao, Junxu Liu, Deyi Xiong, Jinfei Liu, Zhibo Wang, Kui Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ARCHITECT: Uncertainty-Aware Dynamic Tool Learning via Causal Intervention for Open-World Agents
Zhangyi Wang, Jiexiang Xu, Bingnan Yu, Zongze Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ARCQuant: Boosting NVFP4 Quantization with Augmented Residual Channels for LLMs
Haoqian Meng, Yilun Luo, Yafei Zhao, Wenyuan Liu, Peng Zhang, Xindian Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System
Jiacheng Liang, Yao Ma, Tharindu Kumarage, Satyapriya Krishna, Rahul Gupta, Kai-Wei Chang, Aram Galstyan, Charith Peris
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ARF-RLHF: Adaptive Reward-Following for RLHF through Emotion-Driven Self-Supervision and Trace-Biased Dynamic Optimization
Yuxuan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ARK: Answer-Centric Retriever Tuning via KG-augmented Curriculum Learning
Jiawei Zhou, Hang Ding, Haiyun Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ART: Attention Replacement Technique to Improve Factuality in LLMs
Ziqin Luo, Yihao Quan, Xiaofeng Zhang, Xiaosong Yuan, Chen Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering
Xiaoke Guo, Songze Li, Zhiqiang Liu, Zhaoyan Gong, Yuanxiang Liu, Huajun Chen, Wen Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs
Xu Liu, Yan Chen, Kan Ling, Yichi Zhu, Hengrun Zhang, Guisheng Fan, Huiqun Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction
Huangming Xu, Fu Zhang, Zhixuan Yang, Lu Zhang, Jingwei Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ATIR: Towards Audio-Text Interleaved Contextual Retrieval
Tong Zhao, Chenghao Zhang, Yutao Zhu, Zhicheng Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AT²PO: Agentic Turn-based Policy Optimization via Tree Search
Zefang Zong, Dingwei Chen, Yang Li, Qi Yi, Bo Zhou, Chengming Li, BO Qian, Peng Chen, Jie Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AV-Dialog: Spoken Dialogue Models with Audio-Visual Input
Tuochao Chen, Bandhav Veluri, Hongyu Gong, Shyamnath Gollakota
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Accommodation and Epistemic Vigilance: A Pragmatic Account of Why LLMs Fail to Challenge Harmful Beliefs
Myra Cheng, Robert D. Hawkins, Dan Jurafsky
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Accurate and Efficient Statistical Testing for Word Semantic Breadth
Yo Ehara
Natural Language Processing
日本大学: 東京学芸大学
2026 · ACL
Achieving Multi-Hop Calculation and Safe Abstention in Financial Numerical Reasoning by Metric Graph Constrained LLMs
Aoyuan Jiang, Liang Hong, Haoxuan Liu, Rui Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering
Songtao Jiang, Yuan Wang, Ruizhe Chen, Yan Zhang, Ruilin Luo, Bohan Lei, Yeying Jin, Sibo Song, ZhiBo Yang, Jimeng Sun, Jian Wu, Zuozhu Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity
Feiteng Fang, Dingwei Chen, Xiang Huang, Ting-En Lin, Yuchuan Wu, Xiong Liu, Jing Ye, Ziqiang Liu, Haonan Zhang, Liang Zhu, Hamid Alinejad-Rokny, Min Yang, Yongbin Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Action Boundary Blindness: When LLM Agents Cannot Tell Where One Action Ends and Another Begins
Zhangyi Wang, Bingnan Yu, Jiexiang Xu, Zongze Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Activation Decomposition and Steering for LLM Backdoor Remediation
Lingfeng Zhong, Qiongkai Xu, Usman Naseem
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Activation-Guided Local Editing for Jailbreaking Attacks
Jiecong Wang, Haoran Li, Hao Peng, Ziqian Zeng, Zihao Wang, Haohua Du, Zhengtao Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AdaDPI: Document-level Translation Adaptive Agent via Dynamic Parametric Internalization
Hong Ren, Liting Deng, Shaolin Zhu, Deyi Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AdaFuse: Adaptive Ensemble Decoding for Large Language Models
Chengming Cui, Tianxin Wei, Ziyi Chen, Ruizhong Qiu, Zhichen Zeng, Zhining Liu, Xuying Ning, Duo Zhou, Jingrui He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AdaJudge: Adaptive Multi-Perspective Judging for Reward Modeling
Yongliang Miao, Yangyang Liang, Mengnan Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AdaMix: Adaptive Mixing for Short and Long Reasoning Adapters
Hao Luo, Xiao Yan, Xinyan Li, Qiming Zeng, Yuhao Lin, Shanshan Feng, Hao Wang, Jiawei Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AdabNER: Arabic Digital Archive Books with Nested Entity Recognition
Aya Mourad, Mustafa Jarrar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Adam’s Law: Textual Frequency Law on Large Language Models
Hongyuan Lu, Zixuan Li, Zefan Zhang, Bowen Cao, Wai Lam
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse
Jie Ou, Jinyu Guo, Shiyao Guo, Yuang Li, Ruiqi Wu, Zhaokun Wang, Wenyi Li, Wenhong Tian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Adaptive Constraint Propagation: Scaling Structured Inference for Large Language Models via Meta-Reinforcement Learning
Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Adaptive Instruction Composition for Automated LLM Red-Teaming
Jesse Zymet, Andy Luo, Swapnil Shinde, Sahil Wadhwa, Emily Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search
Sangwon Ryu, Heejin Do, Yunsu Kim, Gary Lee, Jungseul Ok
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Adaptive Prompt Structure Factorization: A Framework for Self-Discovering and Optimizing Compositional Prompt Programs
Haoyue Liu, Zhichao Wang, Yongxin Guo, Haoran Shou, Xiaoying Tang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Adaptive Retrieval for Reasoning
Jongho Kim, Jaeyoung Kim, Jihyuk Kim, Yu Jin Kim, Seung-won Hwang, Moontae Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models
Tianle Chen, Pengyu Cheng, Qiyuan Zhu, Jiacheng Wang, Bei Liu, Hao Gu, Ruijie Shen, Xiaofeng Hou, Sirui Han, Jiacheng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Adaptive Text2GQL: Integrating Structural Twig Linking and Evolutionary In-Context Learning
Fang Niu, Chaokun Wang, Hang Zhang, Songyao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following
Yun He, Wenzhe Li, Hejia Zhang, Songlin Li, Karishma Mandyam, Sopan Khosla, Yuanhao Xiong, Nanshu Wang, Xiaoliang Peng, Beibin Li, Shengjie Bi, Shishir G Patil, Qi Qi, Shengyu Feng, Julian Katz-Samuels, Richard Yuanzhe Pang, Sujan Kumar Gonugondla, Hunter Lang, Yue Yu, Yundi Qian, Maryam Fazel-Zarandi, Licheng Yu, Amine Benhalloum, Hany Hassan Awadalla, Manaal Faruqui
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards
Shaoan Xie, Lingjing Kong, Xiangchen Song, Xinshuai Dong, Guangyi Chen, Eric P. Xing, Kun Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Adversarial Metric Learning for Fine-Grained Emotion Classification
Junfan Chen, Sizhe Wu, Richong Zhang, Chunming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Afri-MCQA: Multimodal Cultural Question Answering for African Languages
Atnafu Lambebo Tonja, Srija Anand, Emilio Villa-Cueva, Israel Abebe Azime, Jesujoba Oluwadara Alabi, Muhidin A. Mohamed, Debela Desalegn Yadeta, Negasi Haile Abadi, Abigail Oppong, Nnaemeka Casmir Obiefuna, Idris Abdulmumin, Naome A Etori, Eric Peter Wairagala, Kanda Patrick Tshinu, Imanigirimbabazi Emmanuel, Gabofetswe Malema, Alham Fikri Aji, David Ifeoluwa Adelani, Thamar Solorio
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages
Hao Yu, Tianyi Xu, Michael A. Hedderich, Wassim Hamidouche, Syed Waqas Zamir, David Ifeoluwa Adelani
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts
Keyu Li, Junhao Shi, Yang Xiao, Mohan Jiang, Jie Sun, Yunze Wu, Dayuan Fu, Shijie Xia, Xiaojie Cai, Tianze Xu, Weiye Si, Wenjie Li, Dequan Wang, Pengfei Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Agent Newsroom: Efficient Chronological Report Generation via Dynamic Multi-Agent Collaboration
Zhenhua Wang, Chunlei Wang, Yue Geng, Bang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Agent-based Substructure Counting under Local Differential Privacy
Yuting Zhang, Kai Wang, Wei Ni, Ying Zhang, Wenjie Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AgentAsk: Multi-Agent Systems Need to Ask
Bohan Lin, Kuo Yang, Zelin Tan, Yingchuan Lai, Chen Zhang, Guibin Zhang, Xinlei Yu, Miao Yu, Xu Wang, Yudong Zhang, Yang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AgentCoMa: A Compositional Benchmark Mixing Commonsense and Mathematical Reasoning in Real-World Scenarios
Lisa Alazraki, Lihu Chen, Ana Brassard, Joe Stacey, Hossein A. Rahmani, Marek Rei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AgentGL: Towards Agentic Graph Learning with LLMs via Reinforcement Learning
Yuanfu Sun, Kang Li, Dongzhe Fan, Jiajin Liu, Qiaoyu Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments
Zhiheng Xi, Dingwen Yang, Jiaqi Liu, Jixuan Huang, Honglin Guo, Baodai Huang, Tinggang Chen, Qi Zhang, Zhonghang Lu, Chenyu Liu, Jiajun Sun, Jiazheng Zhang, Dingwei Zhu, Xin Guo, Junzhe Wang, Zhihao Zhang, Yuming Yang, Junjie Ye, Minghe Gao, Dongrui Liu, Jiaming Ji, Guohao Li, Tao Gui, Qi Zhang, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AgentMark: Utility-Preserving Behavioral Watermarking for Agents
Kaibo Huang, Jin Tan, Yukun Wei, Wanling Li, Zipei Zhang, Hui Tian, Zhongliang Yang, Linna Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AgentOCR: Reimagining Agent History via Optical Self-Compression
Lang Feng, Fuchao Yang, Feng Chen, Xin Cheng, Haiyang Xu, Zhenglin Wan, Ming Yan, Bo An
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering
Zheyuan Zhang, Kaiwen Shi, Zhengqing Yuan, Zehong Wang, Tianyi Ma, Keerthiram Murugesan, Vincent Galassi, Chuxu Zhang, Yanfang Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
AgentSlimming: Towards Efficient and Cost-Aware Multi-Agent Systems
Yulang Chen, Haoxuan Peng, Jinyan Liu, Zichen Wen, Dongrui Liu, Linfeng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents
Yi Yu, Liuyi Yao, Yuexiang Xie, Qingquan Tan, Jiaqi Feng, Yaliang Li, Libing Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Agentic Oversight via Dialectic Reasoning
Leonardo Ranaldi, Federico Ranaldi
Natural Language Processing
日本大学: 関与なし（対象大学）