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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
Sense and Sensitivity: Examining the Influence of Semantic Recall on Long Context Code Understanding
Adam Štorek, Mukur Gupta, Samira Hajizadeh, Prashast Srivastava, Suman Jana
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SenseRel: A Sense-Level Benchmark for Denotational and Connotational Meaning Relations
Pierluigi Cassotti, Naomi Baes, Stefano De Pascale, Jáder Martins Camboim de Sá, Francesco Periti, Nick Haslam, Dirk Geeraerts, Nina Tahmasebi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ServImage: An Image Generation and Editing Benchmark from Real-world Commercial Imaging Services
Fengxian Ji, Jingpu Yang, Zirui Song, Lang Gao, Junhong Liang, Zhenhao Chen, Jinghui Zhang, Xiuying Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Shanks: Simultaneous Hearing and Thinking for Spoken Language Models
Cheng-Han Chiang, Xiaofei Wang, Linjie Li, Chung-Ching Lin, Kevin Lin, Shujie Liu, Zhendong Wang, Zhengyuan Yang, Hung-yi Lee, Lijuan Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SharVeT: Similarity-aware Parameter Sharing with Vector-based Tuning for Efficient LLM Compression
Jeongin Yun, Jaeri Lee, Jongjin Kim, Minjun Kim, Jinho Song, U Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SharedRequest: Privacy-Preserving Model-Agnostic Inference for Large Language Models
Peihua Mai, Xuanrong Gao, Youlong Ding, Xianglong Du, Wei Liu, Yan Pang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Sherry: Hardware-Efficient 1.25-Bit Ternary Quantization via Fine-grained Sparsification
Hong Huang, Decheng Wu, Qiangqiang Hu, Guanghua Yu, Jinhai Yang, Jianchen Zhu, Xue Liu, Dapeng Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ShopSimulator: Evaluating and Exploring RL-Driven LLM Agent for Shopping Assistants
Pei Wang, Yanan Wu, Xiaoshuai Song, Weixun Wang, Gengru Chen, Zhongwen Li, Kezhong Yan, Qi Liu, Ken Deng, Shuaibing Zhao, Shaopan Xiong, Xuepeng Liu, Xuefeng Chen, Wanxi Deng, Wenbo Su, Bo Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Shuttle Between Symbolic Instructions and Neural Parameters of Large Language Models
Wangtao Sun, Haotian Xu, Huanxuan Liao, Xuanqing Yu, Zhongtao Jiang, Shizhu He, Jun Zhao, Kang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework
Junpeng Liu, Jiuyi Li, Kaiyu Huang, Bo Jin, Degen Huang, Hui Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Sigmoid Head for Quality Estimation under Language Ambiguity
Tu Anh Dinh, Jan Niehues
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Sign-Language Datasets at Scale: A Comprehensive Survey on Resources, Benchmarks, and Annotation Standards
Yiming Ni, Zhi-Qi Cheng, Jiayu Li, Wei Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SimPBL: A Multi-Agent Framework for Project-Based Learning
Daniel Zhang-Li, Joy Jia Yin Lim, Binglin Liu, Shangqing Tu, Zijun Yao, Hao Peng, Jifan Yu, Haoxuan Li, Zhanxin Hao, Ye He, Zekun Li, Jiangyi Wang, Lei Hou, Bin Xu, Xin Cong, Zhiyuan Liu, Huiqin Liu, Yu Zhang, Juanzi Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Simple Agents, Biased Judges: Efficient Multi-Party Dialogue Generation & The Evaluation Gap
Kunal Samanta, Faisal Tareque Shohan, Amine Trabelsi, Richard Khoury
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Simple-VGC: Enhancing Visual Grounding in Multimodal Reasoning via Adaptive Tool Composition
Ye Wang, Qianglong Chen, Siyuan Wang, Zejun Li, Shijie Guo, Zhirui Zhang, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Simulated Students in Tutoring Dialogues: Substance or Illusion?
Alexander Scarlatos, Jaewook Lee, Simon Woodhead, Andrew Lan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Single-Pass, Depth-Selective Reading for Multi-Aspect Sentiment Analysis
Yan Xia, Zhuangzhuang Pan, Amirrudin Kamsin, Chee Seng Chan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation
Marek Suppa, Andrej Ridzik, Daniel Hládek, Natália Kňažeková, Viktória Ondrejová
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SlideAgent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding
Yiqiao Jin, Rachneet Kaur, Zhen Zeng, Sumitra Ganesh, Srijan Kumar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives
Changgeon Ko, Jisu Shin, Hoyun Song, Huije Lee, Eui Jun Hwang, Jong C. Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Social Story Frames: Contextual Reasoning about Narrative Intent and Reception
Joel Mire, Maria Antoniak, Steven R Wilson, Zexin Ma, Achyutarama R Ganti, Andrew Piper, Maarten Sap
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Soft Orthogonal Low-Rank Adaptation for Knowledge Sharing in Large Language Model Continual Learning
Yitong Wang, Xue Han, WenChun Gao, Qian Hu, Jiahui Wang, Ziqing Wang, Lijun Mei, Junlan Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier
Jianyuan Zhong, Zeju Li, Zhijian Xu, Xiangyu Wen, Kezhi Li, Qiang Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SoundBreak: A Systematic Study of Audio-Only Adversarial Attacks on Trimodal Models
Aafiya Shamshad Hussain, Gaurav Srivastava, Alvi Md Ishmam, Zaber Ibn Abdul Hakim, Chris Thomas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Sparrow: Text-Anchored Window Attention with Visual-Semantic Glimpsing for Speculative Decoding in Video LLMs
Libo Zhang, Zhaoning Zhang, Hongwanyang, Peng Qiao, Dongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Sparse Feature Coactivation Reveals Causal Semantic Modules in Large Language Models
Ruixuan Deng, Xiaoyang Hu, Miles Gilberti, Shane Storks, Aman Taxali, Mike Angstadt, Chandra Sripada, Joyce Chai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Sparse-RL: Breaking the Memory Wall in LLM Reinforcement Learning via Stable Sparse Rollouts
Sijia Luo, Xiaokang Zhang, Yuxuan Hu, Bohan Zhang, Ke Wang, Jinbo Su, Mengshu Sun, Lei Liang, Jing Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Spatial-Agent: Agentic Geo-spatial Reasoning with Scientific Core Concepts
Riyang Bao, Cheng Yang, Dazhou Yu, Zhexiang Tang, Gengchen Mai, Liang Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SpeakerSleuth: Can Large Audio-Language Models Judge Speaker Consistency across Multi-turn Dialogues?
Jonggeun Lee, Junseong Pyo, Gyuhyeon Seo, Yohan Jo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Spec-o3: A Tool-Augmented Vision-Language Agent for Rare Celestial Object Candidate Vetting via Automated Spectral Inspection
Minghui Jia, Qichao Zhang, Ali Luo, Linjing Li, Shuo Ye, Hailing Lu, Wen Hou, Dongbin Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SpecAgent: A Speculative Retrieval and Forecasting Agent for Code Completion
George Ma, Anurag Koul, Qi Chen, Yawen Wu, Sachit Kuhar, Yu Yu, Aritra Sengupta, Varun Kumar, Murali Krishna Ramanathan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SpecCache: Speculative KV Cache Reuse for Efficient RAG Serving
Zijian Wen, Tao Zhang, Shuangwu Chen, Shenghao Ye, Yu Guo, Qirui Chen, Jingxian Shuai, Yunpeng Hou, Huasen He, Jianyang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SpecMind: Cognitively Inspired, Interactive Multi-Turn Framework for Postcondition Inference
Cuong Chi Le, Minh V.T. Pham, Tung Duy Vu, Cuong Duc Van, Huy N. Phan, Hoang N. Phan, Tien N. Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Specializing Large Models for Oracle Bone Script Interpretation via Component-Grounded Multimodal Knowledge Augmentation
Jianing Zhang, Runan Li, Honglin Pang, Ding Xia, Zhou Zhu, Qian Zhang, Chuntao Li, Xi Yang
Natural Language Processing
日本大学: 東京大学
2026 · ACL
Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse
Chi Zhang, Mengqi Zhang, Xiaotian Ye, Runxi Cheng, Zisheng Zhou, Ying Zhou, Pengjie Ren, Zhumin Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs
Huanxuan Liao, Shizhu He, Yupu Hao, Yequan Wang, Wenhao Teng, Xiangwen Liao, Jun Zhao, Kang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Speculative End-Turn Detector for Efficient Speech Chatbot Assistant
Hyunjong Ok, Suho Yoo, Jaeho Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception
Zhen Wan, Chao-Han Huck Yang, Jinchuan Tian, Hanrong Ye, Ankita Pasad, Szu-Wei Fu, Arushi Goel, Ryo Hachiuma, Shizhe Diao, Kunal Dhawan, Sreyan Ghosh, Yusuke Hirota, Zhehuai Chen, Rafael Valle, Chenhui Chu, Shinji Watanabe, Boris Ginsburg, Yu-Chiang Frank Wang
Natural Language Processing
日本大学: 京都大学 / 東北大学
2026 · ACL
SpeechLLM-as-Judges: Towards General and Interpretable Speech Quality Evaluation
Hui Wang, Jinghua Zhao, Yifan Yang, Shujie Liu, Junyang Chen, Yanzhe Zhang, Shiwan Zhao, Jinyu Li, Jiaming Zhou, Haoqin Sun, Yan Lu, Yong Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation
Sirry Chen, Jieyi Wang, Wei Chen, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SpidR-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation
Mahi Luthra, Jiayi Shen, Maxime Poli, Angelo Ortiz Tandazo, Yosuke Higuchi, Youssef Benchekroun, Martin Gleize, Charles-Eric Saint-James, Dongyan Lin, Phillip Rust, Angel Villar, Surya Parimi, Vanessa Stark, Rashel Moritz, Juan Pino, Yann LeCun, Emmanuel Dupoux
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SpiderFlow: Efficient Topology-Aware Scheduling for LLM Training Across Decentralized GPU Clusters
Zihan Chang, Shuibing He, Bo Zhou, Sheng Xiao, Siling Yang, Rui Wang, Zhe Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Splits! Flexible Sociocultural Linguistic Investigation at Scale
Eylon Caplan, Tania Chakraborty, Dan Goldwasser
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Stability Implies Redundancy: Delta Attention Selective Halting for Efficient Long-Context Prefilling
Yujie Chen, Tailai Chen, Yifeng Gao, Zoe Wanying He, Yijue Xu, Shaobo Wang, Linfeng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Stable Language Guidance for Vision–Language–Action Models
Zhihao Zhan, Yuhao Chen, Jiaying Zhou, Qinhan Lyu, Hao Liu, Keze Wang, Liang Lin, Guangrun Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Stable Signer: Hierarchical Sign Language Generative Model
Sen Fang, Yalin Feng, Hongbin Zhong, Yanxin Zhang, Dimitris N. Metaxas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Stable-RAG: Mitigating Retrieval-Permutation-Induced Hallucinations in Retrieval-Augmented Generation
Qianchi Zhang, Hainan Zhang, Liang Pang, Hong-Wei Zheng, Zhiming Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Standard-to-Dialect Transfer Trends Differ across Text and Speech: A Case Study on Intent and Topic Classification in German Dialects
Verena Blaschke, Miriam Winkler, Barbara Plank
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
StealthGraph: Exposing Domain-Specific Risks in LLMs through Knowledge-Graph-Guided Harmful Prompt Generation
Huawei Zheng, Xinqi Jiang, Sen Yang, Shouling Ji, Yingcai Wu, Dazhen Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Steganography Beyond Pixels: Reimagining Image Steganography as Cross-Modal Linguistic Communication
Ren Lijing, Denghui Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Step-GRPO: Internalizing Dynamic Early Exit for Efficient Reasoning
Benteng Chen, Weida Wang, Shufei Zhang, Mingbao Lin, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
StepHint: Multi-level Stepwise Hints Enhance Reinforcement Learning to Reason
Kaiyi Zhang, Ang Lv, Jinpeng Li, Yongbo Wang, Feng Wang, Haoyuan hu, Rui Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Stereotype Bias in a Bilingual Setting: A Culturally Grounded Evaluation in Kazakhstan
Nurkhan Laiyk, Daniil Orel, Ayana Mussabayeva, Maiya Goloburda, Kamila Kuishibekova, Liya Goloburda, Diana Turmakhan, Preslav Nakov, Yuxia Wang, Fajri Koto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Still Between Us? Evaluating and Improving Voice Assistant Robustness to Third-Party Interruptions
Dongwook Lee, Eunwoo Song, Che Hyun Lee, Heeseung Kim, Sungroh Yoon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Stop Fixating on Prompts: Reasoning Hijacking and Constraint Tightening for Red-Teaming LLM Agents
Yanxu Mao, Peipei Liu, Tiehan Cui, Congying Liu, Mingzhe Xing, Datao You
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Stop Hardening Everything: A Training-Free Neuron-Level Defense for Neural Ranking Models
Yu-An Liu, Ruqing Zhang, Hongru Song, Jiafeng Guo, Yixing Fan, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning
Renliang Sun, Wei Cheng, Dawei Li, Haifeng Chen, Wei Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
StoryCoder: Narrative Reformulation for Structured Reasoning in LLM Code Generation
Geonhui Jang, Dongyoon Han, YoungJoon Yoo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
StratMem-Bench: Evaluating Strategic Memory Use in Virtual Character Conversation Beyond Factual Recall
Yerong Wu, Tianxing Wu, Minghao Zhu, Hangyu Sha, Haofen Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play
Xiachong Feng, Deyi Yin, Xiaocheng Feng, Yi Jiang, Libo Qin, Yangfan Ye, Lei Huang, Weitao Ma, Qiming Li, Yuxuan Gu, Bing Qin, Lingpeng Kong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Stress Testing Factual Consistency Metrics for Long-Document Summarization
Zain Muhammad Mujahid, Dustin Wright, Isabelle Augenstein
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Structure Guided Retrieval-Augmented Generation for Factual Queries
Miao Xie, Xiao Zhang, Yi Li, Chunli Lv
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Structured Episodic Event Memory
Zhengxuan Lu, Dongfang Li, Yukun Shi, Beilun Wang, Longyue Wang, Baotian Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Structured Semantic Information Helps Retrieve Better Examples for In-Context Learning Applied to Few-Shot Relation Extraction
Aunabil Chakma, Mihai Surdeanu, Eduardo Blanco
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Student Guides Teacher: Weak-to-Strong Inference via Spectral Orthogonal Exploration
Dayu Wang, Jiaye Yang, Weikang Li, Jiahui Liang, Yang Li, Deguo Xia, Jizhou Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SubTokenTest: A Practical Benchmark for Real-World Sub-token Understanding
Shuyang Hou, Yi Hu, Muhan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Subject-level Inference for Realistic Text Anonymization Evaluation
Myeong Seok Oh, Dong-Yun Kim, Hanseok Oh, Chaean Kang, Joeun Kang, Xiaonan Wang, Hyunjung Park, Young Cheol Jung, Hansaem Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Success and Cost Elicit Convention Formation for Efficient Communication
Saujas Vaduguru, Yilun Hua, Yoav Artzi, Daniel Fried
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Suggest-Verify-Revise: A Three-Stage Document-Level Event Causality Identification with Narrative Consistency
Ya Su, Hu Zhang, Dan Qiao, YuJie Wang, Yunxiao Zhao, Yue Fan, Shike Li, Ru Li, Hongye Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Surprisal Minimisation over Goal-directed Alternatives Predicts Production Choice in Dialogue
Thomas P. Utting, Mario Giulianelli, Arabella Sinclair
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models
Georg Ahnert, Anna-Carolina Haensch, Barbara Plank, Markus Strohmaier
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SwissGov-RSD: A Human-annotated, Cross-lingual Benchmark for Token-level Recognition of Semantic Differences Between Related Documents
Michelle Wastl, Jannis Vamvas, Rico Sennrich
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Sycophants in the Courtroom: Are LLMs Fragile to Juridical Authority and Evolving Legal Standards?
Lorenzo Molfetta, Alessio Cocchieri, Luca Ragazzi, Ilaria Bartolini, Marco Patella, Gianluca Moro
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
SynthAgent: Adapting Web Agents with Synthetic Supervision
Zhaoyang Wang, Yiming Liang, Xuchao Zhang, Qianhui Wu, Siwei Han, Anson Bastos, Rujia Wang, Chetan Bansal, Baolin Peng, Jianfeng Gao, Saravan Rajmohan, Huaxiu Yao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Synthetic Data Generation for Training Diversified Commonsense Reasoning Models
Tianhui Zhang, Bei Peng, Danushka Bollegala
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Synthia: Scalable Grounded Persona Generation from Social Media Data
Vahid Rahimzadeh, Erfan Moosavi Monazzah, Mohammad Taher Pilehvar, Yadollah Yaghoobzadeh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Systematicity between Forms and Meanings across Languages Supports Efficient Communication
Doreen Osmelak, Yang Xu, Michael Hahn, Kate McCurdy
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TA-GRPO-d: Trajectory-Aware GRPO for Optimizing Denoising Trajectories in Diffusion LLMs
Gyunyeop Kim, Sangwoo Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TAIGR: Towards Modeling Influencer Content on Social Media via Structured, Pragmatic Inference
Nishanth Sridhar Nakshatri, Eylon Caplan, Rajkumar Pujari, Dan Goldwasser
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation
Quoc Phong Dao, Hoang Son Nguyen, Pham Khanh Chi, Linh Ngo Van, Nguyen Thi Ngoc Diep, Thien Huu Nguyen, Trung Le
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TAMA: Target-Aware Multilingual Abuse Detection by Cascaded Conditional Multi-Task Learning
JiYan Liu, Youzheng Liu, Taihang Wang, Yimin Wang, Ye Jiang, Diana Maynard
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TAMAS: Benchmarking Adversarial Risks in Multi-Agent LLM Systems
Ishan Kavathekar, Hemang Jain, Ameya Rathod, Ponnurangam Kumaraguru, Tanuja Ganu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TARE: Lightweight Token-Aware Representation Editing for Fine-tuning Transformer-like Models
Yulong Wang, Siyu Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TEA-Bench: A Systematic Benchmarking of Tool-enhanced Emotional Support Dialogue Agent
Xingyu Sui, Yanyan Zhao, Yulin Hu, Jiahe Guo, Weixiang Zhao, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TED-TTS: Training-Free Intra-Utterance Emotion and Duration Control for Text-to-Speech Synthesis
Qifan Liang, Yuansen Liu, Ruixin Wei, Nan Lu, Junchuan Zhao, Ye Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval
Zixu Li, Yupeng Hu, Zhiheng Fu, Zhiwei Chen, Yongqi Li, Liqiang Nie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TH-RAG : Topic-Based Hierarchical Knowledge Graphs for Robust Multi-hop Reasoning in Graph-based RAG Systems
JungHyoun Kim, Soohyeong Kim, Seok Jun Hwang, Jeonghyeon Park, Yong Suk Choi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
THOR: A Theta-Gamma Hierarchical Oscillatory Reasoning Framework for Multi-hop QA
Ziyang Ling, Ronald X. Xu, Mingzhai Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TIGER: Text-Informed Generalized Enzyme-Reaction Retrieval
Yuhang Zhang, Keyan Ding, Peilin Chen, Han Liu, Can Lin, Ruixi Chen, Shiqi Wang, Qi Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TInR: Exploring Tool-Internalized Reasoning in Large Language Models
Qiancheng Xu, Yongqi Li, Fan Liu, Hongru Wang, Min Yang, Wenjie Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TLPO: Token-Level Policy Optimization for Mitigating Language Confusion in Large Language Models
Jinho Choo, JunSeung Lee, Jimyeong Kim, Yeeho Song, S. K. Hong, Yeong-Dae Kwon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery
Wenxi Xu, Chuan Qin, Xi Chen, Chuyu Fang, Yuanchun Zhou, Hengshu Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TLoRA: Task-aware Low Rank Adaptation of Large Language Models
Weicheng Lin, Yi Zhang, Jiawei Dang, Liang-Jie Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TOWER+: Bridging Generality and Translation Specialization in Multilingual LLMs
Ricardo Rei, Nuno M Guerreiro, José Pombal, João Alves, Amin Farajian, Pedro Teixeirinha, Andre Martins
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TPA: Next Token Probability Attribution for Detecting Hallucinations in RAG
Pengqian Lu, Jie Lu, Anjin Liu, Guangquan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TPS-Bench: Evaluating AI Agents’ Tool Planning & Scheduling Abilities in Compounding Tasks
Hanwen Xu, Xuyao Huang, Yuzhe Liu, Zhijie Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TRAC: Teacher-Guided Token Reward with Adaptive Calibration for Robust Policy Optimization
Sitong Wu, Haoru Tan, Xichen Zhang, Bin Xia, Wenhu Zhang, Xiaojuan Qi, Bei Yu, Jiaya Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TRACE: A Corpus of Team Creative Discussions
Yixuan Jiang, Tiancheng Hu, Jose Hernandez-Orallo, David Stillwell, Luning Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TRACE: Evaluating Execution Efficiency of LLM-Based Code Translation
Zhihao Gong, Zeyu Sun, Dong Huang, Qingyuan Liang, Jie M. Zhang, Dan Hao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
TRACE: Traversal Retrieval-Augmented Chain of Evidence for Document Understanding
Liqi He, Zuchao Li, Hao Huang, Ping Wang
Natural Language Processing
日本大学: 関与なし（対象大学）