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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
FC-TTS: Style and Timbre Control in Zero-Shot Text-to-Speech with Disentangled Speech Representations
Yoonhyung Lee, Hyunsin Park, Jinhwan Park, Jinkyu Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FIGMA: Towards FIne-Grained Music retrievAl
Nishit Anand, Ashish Seth, Sreyan Ghosh, Dinesh Manocha, Ramani Duraiswami
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FLAIR: Steering LLM Mathematical Problem Solving based on A Fuzzy-Logic-AssIsted Reasoner
Hao Wu, Hongru Sun, Wanqing Li, Xinguo Yu, Hao Ming, Xiao Luo, Wenbin Zhang, Jiahong Zhao, Yi Guo, Jie Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FLARE: Fine-Grained Length-Aware Routing for Resource-Efficient Heterogeneous LLM Serving
Yujia Fu, Heming Zhong, Dan Huang, Yutong Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FOREVER: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning
Yujie Feng, Hao Wang, Jian Li, Xu Chu, Zhaolu Kang, Yiran Liu, Yasha Wang, Philip S. Yu, Xiao-Ming Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents
Chiwei Zhu, Benfeng Xu, Mingxuan Du, Shaohan Wang, Xiaorui Wang, Zhendong Mao, Yongdong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FactCorrector: A Graph-Inspired Approach to Long-Form Factuality Correction of Large Language Models
Javier Carnerero-Cano, Massimiliano Pronesti, Radu Marinescu, Tigran T. Tchrakian, James Barry, Jasmina Gajcin, Yufang Hou, Alessandra Pascale, Elizabeth M. Daly
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FactVerse: A Benchmark for Factual Consistency in Interleaved Image–Text Generation
Yubo Shan, Kun Zhang, Qiming Xu, Liping Cao, Yingying Cao, Jian Zhang, Yu Wang, Jingyuan Li, Yuanzhuo Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Factual Retrieval in LLMs Is a Redundant, Distributed and Non-Contiguous Process
Hail Hochman, Natalie Shapira, Yoav Goldberg
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck
Meiru Zhang, Zaiqiao Meng, Nigel Collier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Fair-CCD: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding
Donghan Liu, Han Sun, Zhaohui Wang, Qin Li, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FairQE: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation
Jinhee Jang, Juhwan Choi, Dongjin Lee, Seunguk Yu, YoungBin Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Faithful Serum: Mitigating the Faithfulness Gap in Textual Explanations of LLM Decisions via Attribution Guidance
Bar Alon, Itamar Zimerman, Lior Wolf
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
False Friends in the Shell: Unveiling the Emoticon Semantic Confusion in Large Language Models
Weipeng Jiang, Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
False Friends or Cognates? A Cross-lingual Semantic Ambiguity Evaluation for Galician, Portuguese and Spanish
Marta Vázquez Abuín, Jose Camacho-Collados, Marcos Garcia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Fast and Accurate Fisher-Guided Quantization via Efficient Kronecker Factorization
Viktoriia A. Chekalina, Gerasin Timofey, Andrey Kuznetsov, Evgeny Frolov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FastV-RAG: Towards Fast and Fine-Grained Video QA with Retrieval-Augmented Generation
Gen Li, Peiyu Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data
Nuredin Ali Abdelkadir, Anjali Ratnam, Zeerak Talat, Stevie Chancellor
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion
Tao Fan, Guoqiang Ma, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Feeling Right vs. Being Right: How AI Sycophancy Affects Value-Laden Deliberation
Jeongwoo Ryu, Soomin Kim, Jinsu Eun, Kyusik Kim, Changhoon Oh, Bongwon Suh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Feeling Rules in Language Models: Mapping Norms of Emotional Appropriateness Across Roles, Institutions, and Intensity
Guangrui Fan, DanDan Liu, Aznul Qalid MD Sabri, Rui Zhang, Pan Lihu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Fiction Flows: A Replication and Reinterpretation of Narrative Sequentiality
Andrew Piper, Sil Hamilton, Haiqi Zhou, Federico Pianzola
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Figure It Out: Improve the Frontier of Reasoning with Executable Visual States
Meiqi Chen, Fandong Meng, Jie Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FinCall-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction
Dong Shu, Yanguang Liu, Huopu Zhang, Mengnan Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning
Zhuohan Xie, Daniil Orel, Rushil Thareja, Dhruv Sahnan, Hachem Madmoun, Fan Zhang, Debopriyo Banerjee, Georgi Nenkov Georgiev, Xueqing Peng, Lingfei Qian, Jimin Huang, Jinyan Su, Aaryamonvikram Singh, Rui Xing, Rania Elbadry, Chen Xu, Haonan Li, Fajri Koto, Ivan Koychev, Tanmoy Chakraborty, Yuxia Wang, Salem Lahlou, Veselin Stoyanov, Sophia Ananiadou, Preslav Nakov
Natural Language Processing
日本大学: 東京大学
2026 · ACL
FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models
Dong Shu, Haoyang Yuan, Yuchen Wang, Yanguang Liu, Huopu Zhang, Mengnan Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph
Xiang Li, Penglei Sun, Wanyun Zhou, Zikai Wei, Yongqi Zhang, Xiaowen Chu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FinSight: Towards Real-World Financial Deep Research
Jiajie Jin, Yuyao Zhang, Yimeng Xu, Hongjin Qian, Yutao Zhu, Zhicheng Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation
Hengyuan Zhang, Shiping Yang, Xiao Liang, Chenming Shang, Yuxuan Jiang, Chaofan Tao, Jing Xiong, Hayden Kwok-Hay So, Ruobing Xie, Angel X. Chang, Ngai Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Fine-Grained Analysis of Shared Syntactic Mechanisms in Language Models
Ryoma Kumon, Hitomi Yanaka [東北大学] [東京大学]
Natural Language Processing
日本大学: 東北大学 / 東京大学
2026 · ACL
Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management
Weitao Ma, Xiaocheng Feng, Lei Huang, Xiachong Feng, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Fine-tuning vs. In-context Learning in Large Language Models: A Formal Language Learning Perspective
Bishwamittra Ghosh, Soumi Das, Till Speicher, Qinyuan Wu, Mohammad Aflah Khan, Deepak Garg, Krishna P. Gummadi, Evimaria Terzi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FineLAP: Taming Heterogeneous Supervision for Fine-grained Language-Audio Pretraining
Xiquan Li, Xuenan Xu, Ziyang Ma, Wenxi Chen, Haolin He, Qiuqiang Kong, Xie Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FineSteer: A Unified Framework for Fine-Grained Inference-Time Steering in Large Language Models
Zixuan Weng, Jinghuai Zhang, Kunlin Cai, Ying Li, Peiran Wang, Yuan Tian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Fingerprinting LLMs via Prompt Injection
Yuepeng Hu, Zhengyuan Jiang, Mengyuan Li, Osama Ahmed, Zhicong Huang, Cheng Hong, Neil Zhenqiang Gong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Fisher-Driven Adaptive Locating for Knowledge Editing in Large Language Models
Chenghao Xu, Jiexi Yan, Guangtao Lyu, Qi Liu, Muli Yang, Cheng Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs
Wenrui Zhou, Mohamed Hendy, Shu Yang, Qingsong Yang, Zikun Guo, Yuyu Luo, Lijie Hu, Di Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FlexGuard: Continuous Risk Scoring for Strictness-Adaptive LLM Content Moderation
Zhihao Ding, Jinming Li, Ze Lu, Jieming Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Flip-Flop Consistency: Unsupervised Training for Robustness to Prompt Perturbations in LLMs
Parsa Hejabi, Elnaz Rahmati, Alireza Salkhordeh Ziabari, Morteza Dehghani
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Flow-Based Page Unique Semantic Mapping Architecture for Document Visual Question Answering
Haosen Wang, Jing Xiao, Chaochao Du, Xiaowang Zhang, Zhiyong Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FlowSearch: Advancing Deep Research with Dynamic Structured Knowledge Flow
Yusong Hu, Runmin Ma, Yue Fan, Jinxin Shi, Zongsheng Cao, Yuhao Zhou, Jiakang Yuan, Shuaiyu Zhang, Shiyang Feng, Xiangchao Yan, Shufei Zhang, Wenlong Zhang, Lei Bai, Bo Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models
Kehan Jiang, Haonan Dong, Zhaolu Kang, Zhengzhou Zhu, Guojie Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FocalOrder: Focal Preference Optimization for Reading Order Detection
Fuyuan Liu, Dianyu Yu, He Ren, Nayu Liu, Xiaomian Kang, Delai Qiu, Fa Zhang, Genpeng Zhen, Shengping Liu, Liang Jiaen, Weihuang, Yining Wang, Junnan Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing
Lingkun Long, Yushi Huang, Shihao Bai, Ruihao Gong, Jun Zhang, Ao Zhou, Jianlei Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Focusing Condition: Inference-Time Self-Contrastive Steering Elicits Better Conditional Text Embeddings in LLMs
Zifeng Cheng, Lingyun Qian, Zhiwei Jiang, Cong Wang, Yafeng Yin, Fei Shen, Ao Zhou, Qing Gu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Follow the Flow: On Information Flow Across Textual Tokens in Text-to-Image Models
Guy Kaplan, Michael Toker, Yuval Reif, Yonatan Belinkov, Roy Schwartz
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs
Wenlong Deng, Qi Zeng, Jiaming Zhang, Minghui Chen, Zixin Ding, Christos Thrampoulidis, Boying Gong, Xiaoxiao Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Foresight Optimization for Strategic Reasoning in Large Language Models
Jessie Wang, Jiawen Duan, Jian Wang, Kaitao Song, Chunpu Xu, Johnny K. W. Ho, YU Fenggang, Johan F. Hoorn, Wenjie Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Forest Before Trees: Latent Superposition for Efficient Visual Reasoning
Yubo Wang, Juntian Zhang, Yichen Wu, Yankai Lin, Nils Lukas, Yuhan Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Forget What Matters, Keep the Rest: Selective Unlearning of Informative Tokens
Seunghee Koh, Sunghyun Baek, Youngdong Kim, Junmo Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FormalScience: Scalable Human-in-the-Loop Autoformalisation of Science with Agentic Code Generation in Lean
Jordan Meadows, Lan Zhang, Andre Freitas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation
Cy Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Framing Political Bias in Multilingual LLMs Across Pakistani Languages
Afrozah Nadeem, Mark Dras, Usman Naseem
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Frankentext: Stitching random text fragments into long-form narratives
Chau Minh Pham, Jenna Russell, Dzung Pham, Mohit Iyyer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs
Yiming Huang, Zhenbo Shi, Xin-Cheng Wen, Jichuan Zeng, Cuiyun Gao, Peiyi Han, Chuanyi Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From "Aha Moments" to Controllable Thinking: Toward Meta-Cognitive Reasoning in LRMs via Decoupled Reasoning and Control
Rui Ha, Rui Pu, Chaozhuo Li, Li Sun, Sen Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment
Jia-Nan Li, Jian Guan, Songhao Wu, Wei Wu, Rui Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons
Xiangyu Ma, Teng Xiao, Zuchao Li, Lefei Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning
Chen Zhan, Xiaoyu Tan, Gengchen Ma, Yu-Jie Xiong, Xiaoyan Jiang, Xihe Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Charts to Code: A Hierarchical Benchmark for Multimodal Models
Jiahao Tang, Henry Hengyuan Zhao, Lijian Wu, Zijian Zhang, Yifei Tao, Dongxing Mao, Yang Wan, Jingru Tan, Min Zeng, Min Li, Alex Jinpeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation
Ziwei Huang, Ying Shu, Fanghao, Quanyu Long, Wenya Wang, Qiushi Guo, Tiezheng Ge, Leilei Gan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning
Jiajun Zhang, Zeyu Cui, Jiaxi Yang, Lei Zhang, Yuheng Jing, Zeyao Ma, Tianyi Bai, Zilei Wang, Qiang Liu, Liang Wang, Binyuan Hui, Junyang Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Curated Data to Scalable Models: Continual Pre-training of Dense and MoE Large Language Models for Tibetan
Lei Yang, Leiyu Pan, Bojian Xiong, Renren Jin, Shaowei Zhang, Yue Chen, Ling Shi, Jiang Zhou, Junru Wu, Zhen Wang, Jianxiang Peng, Juesi Xiao, Tianyu Dong, Zhuowen Han, Zhuo Chen, Yuqi Ren, Deyi Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization
Xinjie Chen, Minpeng Liao, Guoxin Chen, Chengxi Li, Biao Fu, Kai Fan, Xinggao Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Detection to Understanding: Multi-Turn Reasoning for Video Misinformation Analysis
Zhi Zeng, Jiaying Wu, Minnan Luo, Di Zhang, Yifei Yang, Xiangzheng Kong, Herun Wan, Zihan Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Experts to Bases: Orthogonal Subspace Mixture for Continual Multimodal Instruction Tuning
Pei Chen, Xilai Wang, Shiqixu, Zejian Li, Lingyun Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Form to Logic: Masked Reconstruction and Reasoning Distillation for Short Video Fake News Detection
Qingyan Wang, Lianwei Wu, Botao Wang, Wangkang, Yaxiong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From ID to LLM: Rethinking Representation Learning for Recommendation
Song-Li Wu, Zhaocheng Du, Weinan Gan, Jingyi Wang, Xianquan Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Individual to Common: An Early Exploration of Consensus in Non-verifiable Data for Balanced Preference Optimization
Shangjian Yin, Zhouxing Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Inheritance to Saturation: Disentangling the Evolution of Visual Redundancy for Architecture-Aware MLLM Inference Acceleration
Jiaqi Shi, Xulong Zhang, Yuechan Li, Xiaoyang Qu, Jianzong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models
Ling Shi, Xinwei Wu, Xiaohu Zhao, Hao Wang, Heng Liu, Yangyang Liu, Linlong Xu, Longyue Wang, Deyi Xiong, Weihua Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Isolation to Entanglement: When Do Interpretability Methods Identify and Disentangle Known Concepts?
Aaron Mueller, Andrew Lee, Shruti Joshi, Ekdeep Singh Lubana, Dhanya Sridhar, Patrik Reizinger
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Knowing to Teaching: Scaffolding Pedagogical Decisions for LLM Agent
Yucheng Wang, Shen Yang, Jifan Yu, Haoxuan Li, Joy Jia Yin Lim, Daniel Zhang-Li, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Laboratory to Real-World Applications: Benchmarking Agentic Code Reasoning at the Repository Level
Jia Li, Yuxin Su, Michael R. Lyu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Language to Driving: A Dual-Loop SLM-Enhanced Framework for Multi-Planner Scheduling via a Domain-Specific Language
Jiawei Liu, Xun Gong, Muli Yang, Xingrui Yu, Fen Fang, Xulei Yang, Ivor Tsang, Yunfeng hu, Hong Chen, Qing Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Local to Global: Revisiting Structured Pruning Paradigms for Large Language Models
Ziyan Wang, Enmao Diao, Qi Le, Pu Wang, Minwoo Lee, Shu-ping Yeh, Evgeny Stupachenko, Hao Feng, Li Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Logical to Computational Sparsity: Structure-Aware Block-Sparse Attention for Long-Code Completion
Yanli Wang, Yanlin Wang, Bowen Zhang, Yiwei Zhang, Daya Guo, Jiachi Chen, Hongyu Zhang, Zibin Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Naturalness to Norms: Interactional Cultural Competence for SpeechLMs
Santosh T.Y.S.S
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Nodes to Narratives: Explaining Graph Neural Networks with LLMs and Graph Context
Peyman Baghershahi, Gregoire Fournier, Pranav Nyati, Sourav Medya
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Off-Policy to On-Policy: Enhancing GUI Agents via Bi-level Expert-to-Policy Assimilation
Zezhou Wang, Ziyun Zhang, Xiaoyi Zhang, Zhuzhong Qian, Yan Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation
Kaiwen Wei, Kejun he, Xiaomian Kang, Jie Zhang, Ymyang, Li Jin, Zhenyang Li, Jiang Zhong, Richard He Bai, Junnan Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Proof to Program: Characterizing Tool-Induced Reasoning Hallucinations in Large Language Models
Farima Fatahi Bayat, Pouya Pezeshkpour, Estevam Hruschka
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation
Mingfei Lu, Yi Zhang, Mengjia Wu, Yue Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document Understanding
Yandi Wang, Libin Zhan, Ziwei Huang, Tiancheng Luo, Yuxuan Jiang, Wang Dong, Leilei Gan, Jun Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability
Qingqing Yang, Haijiang Liu, Moyan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Selection to Refinement: Iterative Optimization for Instruction Data
Hang Hu, Ziyan Liu, Rujie Wen, Ruihui Hou, Xueyan Wu, Mu Zhang, Jianxing Yu, Tong Ruan, Jingping Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Synthesis to Clinical Assistance: A Strategy-Aware Agent Framework for Autism Intervention based on Real Clinical Dataset
Junhong Lai, Shuzhong Lai, Yanhao Yu, Wanlin Chen, Chenyu Yan, Haifeng Li, Lin Yao, Yueming Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From TDMA to CDMA: A Multi-bit Watermark for Diffusion Language Models
Baizhou Huang, Xiaojun Wan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Trajectories to Graphs: Contract-Checked Editing for Verifier-Guided LLM Reasoning
Rui Li, Shuang Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Trust to Compromise: Outcome-Verified LLM Phishing Simulation and Real-Time Defense
Tulika Tewari, Nalin Arachchilage, Jagat Sesh Challa, Dhruv Kumar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents
Niu Lian, Yuting Wang, Hanshu Yao, Jinpeng Wang, Bin Chen, Yaowei Wang, Min Zhang, Shu-Tao Xia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Weights to Activations: Is Steering the Next Frontier of Adaptation?
Simon Ostermann, Daniil Gurgurov, Tanja Baeumel, Michael A. Hedderich, Sebastian Lapuschkin, Wojciech Samek, Vera Schmitt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Where Words Come: Efficient Regularization of Code Tokenizers Through Source Attribution
Pavel Chizhov, Egor Bogomolov, Ivan P. Yamshchikov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP
Adithya V Ganesan, Vasudha Varadarajan, Oscar Kjell, Whitney Ringwald, Scott M. Feltman, Benjamin J. Luft, Roman Kotov, Ryan L. Boyd, H. Andrew Schwartz
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Word to World: Can Large Language Models be Implicit Text-based World Models?
Yixia Li, Hongru Wang, Jiahao Qiu, Zhenfei Yin, Dongdong Zhang, Cheng Qian, Zeping Li, Xiaoteng Ma, Guanhua Chen, Heng Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From Words to Pixels: A Comprehensive Survey on Large Language Models in Visual Segmentation
Yizhou Wang, Mang Tik Chiu, Lingzhi Zhang, Xuan Shen, Sohrab Amirghodsi, Yun Fu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
From \log \pi to \pi: Taming Divergence in Soft Clipping via Bilateral Decoupled Decay of Probability Gradient Weight
Xiaoliang Fu, Jiaye Lin, Yangyi Fang, Chaowen Hu, Cong Qin, Zekai Shao, Binbin Zheng, Lu Pan, Ke Zeng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Frozen LLMs are Native Decoders for High-Norm Semantic Vectors
Yunsheng Zeng, Yongmei Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Function Words as Statistical Cues for Language Learning
Xiulin Yang, Heidi R. Getz, Ethan Gotlieb Wilcox
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
FusionFlow: Enabling Deep Structural Exploration for Automated Agentic Workflow Generation
Xiang Wang, Zongtao Yang, Zhuojian Hong, Shuhao Zhang, Wei Wei
Natural Language Processing
日本大学: 関与なし（対象大学）