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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
How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective
Tongyao Zhu, Qian Liu, Chang Ma, Jinghan Zhang, Longxu Dou, Junxian He, Shiqi Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How Context Shapes Truth: Geometric Transformations of Statement-level Truth Representations in LLMs
Shivam Adarsh, Maria Maistro, Christina Lioma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities
Ziwen Xu, Kewei Xu, Haoming Xu, Haiwen Hong, Longtao Huang, Hui Xue, Ningyu Zhang, Yongliang Shen, Guozhou Zheng, Huajun Chen, Shumin Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How Do LLMs and VLMs Understand Viewpoint Rotation Without Vision? An Interpretability Study
Zhen Yang, Ping Jian, Zhongbin Guo, Zuming Zhang, Chengzhi Li, Yonghong Deng, Xinyue Zhang, Wenpeng Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How Good is Your Wikipedia? Auditing Data Quality for Low-resource and Multilingual NLP
Kushal Tatariya, Artur Kulmizev, Wessel Poelman, Esther Ploeger, Marcel Bollmann, Johannes Bjerva, Jiaming Luo, Heather Lent, Miryam de Lhoneux
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients
Ming Li, Yanhong Li, Ziyue Li, Tianyi Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How Long Reasoning Chains Influence LLMs’ Judgment of Answer Factuality
Minzhu Tu, Shiyu Ni, Keping Bi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior
Zidi Xiong, Yuping Lin, Wenya Xie, Pengfei He, Zirui Liu, Jiliang Tang, Himabindu Lakkaraju, Zhen Xiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting
Parker Seegmiller, Joseph Gatto, Sarah E. Greer, Ganza Belise Isingizwe, Rohan Ray, Timothy E. Burdick, Sarah Masud Preum
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study
Zhexin Zhang, Xian Qi Loye, Victor Shea-Jay Huang, Junxiao Yang, Qi Zhu, Shiyao Cui, Fei Mi, Lifeng Shang, Yingkang Wang, Hongning Wang, Minlie Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How Tokenization Limits Phonological Knowledge Representation in Language Models and How to Improve Them
Disen Liao, Freda Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models
Minsung Kim, Dong-Kyum Kim, Jea Kwon, Nakyeong Yang, Kyomin Jung, Meeyoung Cha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How do Role Models Shape Collective Morality? Exemplar-Driven Moral Learning in Multi-Agent Simulation
Junjie Liao, Huacong Tang, Zhou Ziheng, Yizhou Wang, Fangwei Zhong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
How to Improve LLMs’ Performance on Specific Languages: A Perspective on LLM-Derived Language Similarity
Xinhe Shi, Qingcheng Zeng, Weihao Xuan, Linchao Zhu
Natural Language Processing
日本大学: 東京大学
2026 · ACL
HowToNarrate: A General-Domain Benchmark for Synchronized Video Narration with External Knowledge
Xueyan Wang, Dingyi Yang, Qin Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Human or LLM as Standardized Patients? A Comparative Study in Medical Education
Bingquan Zhang, Xiaoxiao Liu, Yuchi Wang, Zhou Lei, Qianqian Xie, Benyou Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HumanLLM: Benchmarking and Improving LLM Anthropomorphism via Human Cognitive Patterns
Xintao Wang, Jian Yang, Weiyuan Li, Rui Xie, Jen-tse Huang, Jun Gao, Shuai Huang, Yueping Kang, Yuanli Guo, Hongwei Feng, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Hybrid Autoregressive-Diffusion Model for Real-Time Sign Language Production
Maoxiao Ye, Xinfeng Ye, Sathiamoorthy Manoharan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference
Bowen Zeng, Feiyang Ren, Jun Zhang, Xiaoling Gu, Ke Chen, Lidan Shou, Huan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HyperMem: Hypergraph Memory for Long-Term Conversations
Juwei Yue, Chuanrui Hu, Jiawei Sheng, Zuyi Zhou, Wenyuan Zhang, Tingwen Liu, Li Guo, Yafeng Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Hyperion: Private Token Sampling with Homomorphic Encryption
Lawrence Lim, Jiaming Liu, Vikas Kalagi, Divyakant Agrawal, Amr El Abbadi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
HypoEval: Hypothesis-Guided Evaluation for Natural Language Generation
Mingxuan Li, Hanchen Li, Chenhao Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing
Jinghan Yu, Junhao Xiao, Chenyu Zhu, Jiaming Li, Jia Li, HanMing Deng, Xirui Wang, Guoli Jia, Jianjun Li, Xiang Bai, Bowen Zhou, Zhiyuan Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding
Ziyi Yin, Yuanpu Cao, Ting Wang, Jinghui Chen, Fenglong Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
IEvoAgent: Evolving Conversational Agent based on User Implicit Feedback
Yichen Cai, Jiayang Li, Junyuan Qiu, Jingya Guo, Weitao You, Changyuan Yang, Lingyun Sun, Pei Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
IF-CRITIC: Towards a Fine-Grained LLM Critic for Instruction-Following Evaluation
Bosi Wen, Yilin Niu, Cunxiang Wang, Pei Ke, Xiaoying Ling, Ying Zhang, Aohan Zeng, Hongning Wang, Minlie Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation
Bosi Wen, Yilin Niu, Cunxiang Wang, Xiaoying Ling, Ying Zhang, Pei Ke, Hongning Wang, Minlie Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
IGenBench: Benchmarking the Reliability of Text-to-Infographic Generation
Yinghao Tang, Xueding Liu, Boyuan Zhang, Tingfeng Lan, Yupeng Xie, Jiale Lao, Yiyao Wang, Haoxuan Li, Tingting Gao, Bo Pan, Luoxuan Weng, Xiuqi Huang, Minfeng Zhu, Yingchaojie Feng, Yuyu Luo, Wei Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
IMPACT: Importance-Aware Activation Space Reconstruction
Md Mokarram Chowdhury, Daniel Agyei Asante, Ernie Chang, Yang Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
INFACT: A Diagnostic Benchmark for Induced Faithfulness and Factuality Hallucinations in Video-LLMs
Yangjunqi, Yuecong Min, Jie Zhang, Shiguang Shan, Xilin Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
IRIS: Interleaved Reinforcement with Incremental Staged Curriculum for Cross-Lingual Mathematical Reasoning
Navya Gupta, Rishitej Reddy Vyalla, Avinash Anand, Chhavi Kirtani, Erik Cambria, Zhengchen Zhang, Zhengkui Wang, Timothy Liu, Aik Beng Ng, Simon See, Rajiv Ratn Shah
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking
Zechen Sun, Yuyang Sun, Zecheng Tang, Juntao Li, Wenpeng Hu, Wenliang Chen, Zhunchen Luo, Guotong Geng, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
IUQ: Interrogative Uncertainty Quantification for Long-Form Large Language Model Generation
Haozhi Fan, Jinhao Duan, Kaidi Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Identifying Bias in Machine-generated Text Detection
Kevin Stowe, Svetlana Afanaseva, Rodolfo C. Raimundo, Yitao Sun, Kailash Patil
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Identifying the Periodicity of Information in Natural Language
Yulin OU, Yu Wang, Yang Xu, Hendrik Buschmeier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Identity-Robust Language Model Generation via Content Integrity Preservation
Miao Zhang, Kelly Chen, Mehrab Tanjim, Rumi Chunara
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs
Siqi Fan, Xiusheng Huang, Yiqun Yao, Xuezhi Fang, Kang Liu, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
Haoming Xu, Ningyuan Zhao, Yunzhi Yao, Weihong Xu, Hongru Wang, Xinle Deng, Shumin Deng, Jeff Z. Pan, Huajun Chen, Ningyu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Illusions of the Gold Standard: A Large-scale Analysis of Human Evaluation Protocols for Long-form Text Generation
Katelyn X. Mei, Yi-Li Hsu, Minjoon Choi, Zongwan Cao, Chenjun Xu, Bingbing Wen, Su Lin Blodgett, Lucy Lu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement
Kangyang Luo, Yuzhuo Bai, Shuzheng Si, Cheng Gao, Zhitong Wang, Yingli Shen, Wenhao Li, Zhu Liu, Yufeng Han, Jiayi Wu, Cunliang Kong, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ImF: Embedding an Implicit Fingerprint in Your Large Language Models
Jiaxuan Wu, Wanli Peng, Hang fu, Xue Yiming, Juan Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ImReasoner: Improving Memory-based Language Models for Reasoning-in-a-Haystack Tasks
Ching-Yun Ko, Payel Das, Sihui Dai, Georgios Kollias, Subhajit Chaudhury, Aurelie C. Lozano, Pin-Yu Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Immediate Inference: The Missing Foundation in Large Language Model Logical Reasoning
Sihang Jiang, Zhiyu Lu, Keyi Wang, Jiaqing Liang, Yanghua Xiao, Xiaojun Meng, Jiansheng Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment
Jun-Hak Yun, Seung-Bin Kim, Seong-Whan Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following
Yuancheng Yang, Lin Yang, Xu Wang, Chao Tong, Haihua Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Impatient Users Confuse AI Agents: High-fidelity Simulations of Human Traits for Testing Agents
Muyu He, Anand Kumar, Soumyadeep Bakshi, James Zou, Nazneen Rajani
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Implicit Representations of Grammaticality in Language Models
Yingshan Susan Wang, Linlu Qiu, Zhaofeng Wu, Roger P. Levy, Yoon Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models
Chonghan Qin, Xiachong Feng, Weitao Ma, Xiaocheng Feng, Lingpeng Kong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Improving Autoformalization Using Direct Dependency Retrieval
Shaoqi Wang, Lu Yu, Siwei Lou, Feng Yan, Chunjie Yang, Qing Cui, Jun Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Improving Long-Context Translation via Self-Supervised Dual Learning
Shanbo Cheng, Shuaijie She, Yu Bao, Jianbing Zhang, Jiajun Chen, Shujian Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Improving the Distributional Alignment of LLMs using Supervision
Gauri Kambhatla, Sanjana Gautam, Angela Zhang, Alexander Liu, Ravi Srinivasan, Junyi Jessy Li, Matthew Lease
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
In-Context Representation Hijacking
Itay Yona, Amir Sarid, Michael Karasik, Yossi Gandelsman
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
In-depth Research Impact Summarization through Fine-Grained Temporal Citation Analysis
Hiba Arnaout, Noy Sternlicht, Tom Hope, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation
Jiang Zhou, Xiaohu Zhao, Xinwei Wu, Tianyu Dong, Hao Wang, Yangyang Liu, Heng Liu, Linlong Xu, Longyue Wang, Weihua Luo, Deyi Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Incomplete In-context Learning
Wenqiang Wang, Wen Yujia, Yan Xiao, Zhifeng Chen, Yangshijie Zhang, Peng Chen, Mingbo Yang, Xiaochun Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Incorporating Temporal Coherence to Cross-Document Event Coreference Resolution
Xinyu Chen, Peifeng Li, Qiaoming Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Inertia in Moral and Value Judgments of Large Language Models
Bruce W. Lee, Yeongheon Lee, Hyunsoo Cho
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling
Haochen Shi, Tianshi Zheng, Weiqi Wang, Baixuan Xu, Chunyang Li, Chunkit Chan, Tao Fan, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Inferring Events from Time Series using Language Models
Mingtian Tan, Mike A Merrill, Zachary Gottesman, Tim Althoff, David Evans, Thomas Hartvigsen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training
Ziyun Zhang, Zezhou Wang, Xiaoyi Zhang, Zongyu Guo, Jiahao Li, Bin Li, Yan Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation
Xiangxu Zhang, Lei Li, Yanyun Zhou, Xiao Zhou, Yingying Zhang, Xian Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Influence-based Online Experience Selection for Effective RLHF
Yifan Gong, Jing Yao, Xiting Wang, Xunlong Wang, Xiaoyuan Yi, Xing Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Inhibitory Attacks on Backdoor-based Fingerprinting for Large Language Models
Hang fu, Wanli Peng, Yinghan Zhou, Jiaxuan Wu, Juan Wen, Xue Yiming
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Injecting Context via Situation Working Memory for Logical Reasoning with LLMs
Jieun Kim, Seoha Lim, YoungHae Choi, Sung-Bae Cho
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning
Qihang Ai, Pi Bu, Yue Cao, Yingyao Wang, Jihao Gu, Jingxuan Xing, Zekun Zhu, Wei Jiang, Zhicheng Zheng, Jun Song, Yuning Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
InsAT: Instance-aware Semantic Alignment and Transfer from Human–Object Keypoints for Zero-to-Few-shot Action Understanding
Kazuki Tsutsukawa
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
InsLogicBench: An Argumentation Logic Grounded Benchmark for Complex Insurance Claims Adjudication
Jin Liu, Yunpeng Liu, Keyi Wang, Jie Shi, Xiao Xu, Wenkang Huang, Xingzhong Xu, Xin Liang, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems
Jihao Zhao, Ding Chen, Zhaoxin Fan, Kerun Xu, Mengting Hu, Bo Tang, Feiyu Xiong, Zhiyu li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
InsideOut: Measuring and Mitigating Insider–Outsider Bias in Interview Script Generation
Yixin Wan, Xingrun Chen, Kai-Wei Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Instant Personalized Large Language Model Adaptation via Hypernetwork
Zhaoxuan Tan, Zixuan Zhang, Haoyang Wen, Zheng Li, Rongzhi Zhang, Pei Chen, Fengran Mo, Zheyuan Liu, Qingkai Zeng, Qingyu Yin, Meng Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning
Junyou Su, He Zhu, Xiao Luo, Liyu Zhang, Hong-Yu Zhou, Yun Chen, Peng Li, Yang Liu, Guanhua Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Instruction Data Selection via Answer Divergence
Bo Li, Mingda Wang, Shikun Zhang, Wei Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following
Qingyu Ren, Qianyu He, Powei Chang, Jie Zeng, Zeye Sun, Fei Yu, Jiaqing Liang, Yanghua Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Integrating Data Validation with Large Language Models for Regulation-Guided Tabular Anomaly Detection
Haoliang Huang, Zihuang Cai, Zhuo Tang, Yifan Liu, Chen Tian, Kenli Li, Changjian Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Interleaved Latent Visual Reasoning with Selective Perceptual Modeling
Shuai Dong, Siyuan Wang, Xingyu Liu, Chenglin Li, Haowen Hou, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Interleaved Tool-Call Reasoning for Protein Function Understanding
Chuanliu Fan, Zicheng Ma, Huanran Meng, Aijia Zhang, Wenjie Du, Jun Zhang, Ziqiang Cao, Guohong Fu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Interpretable Coreference Resolution Evaluation Using Explicit Semantics
Bruno Gatti, Giuliano Martinelli, Roberto Navigli
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Interpretable Safety Alignment via SAE-Constructed Low-Rank Subspace Adaptation
Dianyun Wang, Qingsen Ma, Yuhu Shang, Zhifeng Lu, Zhenbo Xu, Lechen Ning, Huijia Wu, Zhaofeng He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Interpretable Traces, Unexpected Outcomes: Investigating the Disconnect in Trace-Based Knowledge Distillation
Siddhant Bhambri, Upasana Biswas, Subbarao Kambhampati
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries
Ki Sen Hung, Xi Yang, Chang Liu, Haoran Li, Kejiang Chen, Changxuan Fan, Tsun On Kwok, Weiming Zhang, Xiaomeng Li, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
IntrAgent: An LLM Agent for Content-Grounded Information Retrieval through Literature Review
Fengbo Ma, Zixin Rao, Xiaoting Li, Zhetao Chen, Hongyue Sun, Yiping Zhao, Xianyan Chen, Zhen Xiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Inverting the Shield: Systematically Generating Safety Tests from Policy Specifications
Xiaoyue Lu, Xianglin Yang, Haijun Liu, Jiahao Liu, Kuntai Cai, Yan Xiao, Jin Song Dong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Investigating Counterfactual Unfairness in LLMs towards Identities through Humor
Shubin Kim, Yejin Son, Junyeong Park, Keummin Ka, Seungbeen Lee, Jaeyoung Lee, Hyeju Jang, Alice Oh, Youngjae Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters
Zhiyu Xu, Lean Wang, Yuanxin Liu, Lei Li, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Investigating More Explainable and Partition-Free Compositionality Estimation for LLMs: A Rule-Generation Perspective
Ziyao Xu, Cong Wang, Houfeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Investigating the Representation of Backchannels and Fillers in Fine-tuned Language Models
Yu Wang, Leyi Lao, Langchu Huang, Gabriel Skantze, Yang Xu, Hendrik Buschmeier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Is Chain-of-Thought Really Not Explainability? Chain-of-Thought Can Be Faithful without Hint Verbalization
Kerem Zaman, Shashank Srivastava
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Is EEG-to-Text Feasible in Real-World Scenarios? An In-Depth Analysis Using a Neuropsychology-Inspired Benchmark
Zihan Zhang, Yu Bao, Xiao Ding, Tianyi Jiang, Kai Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI
Yuxia Wang, Rui Xing, Jonibek Mansurov, Giovanni Puccetti, Zhuohan Xie, Minh Ngoc Ta, Jiahui Geng, Jinyan Su, Mervat Abassy, Saadeldine Eletter, Kareem Elozeiri, Nurkhan Laiyk, Maiya Goloburda, Tarek Mahmoud, Raj Vardhan Tomar, Alexander Aziz, Ryuto Koike, Masahiro Kaneko, Artem Shelmanov, Ekaterina Artemova, Vladislav Mikhailov, Akim Tsvigun, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov
Natural Language Processing
日本大学: 東京科学大学
2026 · ACL
Is the Attention Matrix Really the Key to Self-Attention in Multivariate Long-Term Time Series Forecasting?
Xinyu Li, Kexi Chen, Jiajie Shen, Ying Zheng, Hong Lu, Jin Zhao, Xin Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Is this chart lying to me? Automating the detection of misleading visualizations
Jonathan Tonglet, Jan Zimny, Tinne Tuytelaars, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
IterCOMP: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question Answering
JungMin Yun, YoungBin Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Iterative Dual-Model Alignment for Story Evaluation
Bruce Qin, Dan Goldwasser
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
It’s High Time: A Survey of Temporal Question Answering
Bhawna Piryani, Abdelrahman Abdallah, Jamshid Mozafari, Avishek Anand, Adam Jatowt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
It’s Not What You Say, It’s How You Say It: Evaluating LLM Responses to Expressions of Belief
Kevin Du, Clara Kümpel, Michelle Wastl, Alex Warstadt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
I²B-LPO: Latent Policy Optimization via Iterative Information Bottleneck
Huilin Deng, Hongchen Luo, Yue Zhu, Long Li, Zhuoyue Chen, Xinghao Zhao, Ming LI, Chuyang Zhao, Jihai Zhang, MengChang Wang, Yang Cao, Yu Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization
Austin Xu, Yilun Zhou, Xuan-Phi Nguyen, Caiming Xiong, Shafiq Joty
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
JARVIS or Ultron? A Survey on the Safety and Security Threats of Computer-Using Agents
Ada Chen, Yongjiang Wu, Junyuan Zhang, Jingyu Xiao, Shu Yang, Jen-tse Huang, Kun Wang, Wenxuan Wang, Shuai Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
JPU: Bridging Jailbreak Defense and Unlearning via On-Policy Path Rectification
Xi Wang, Songlei Jian, Shasha Li, Xiaopeng Li, Zhaoye Li, Bin Ji, Baosheng Wang, Jie Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
JW-SVD: Bridging the Cross-Modal Mismatch in Post-Training MLLM Compression
Runchao Li, Yao Fu, Mu Sheng, Haotian Yu, Xianxuan Long, Kenneth A. Loparo
Natural Language Processing
日本大学: 関与なし（対象大学）