EMNLP

2022–2026 LIVE

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Natural Language Processing

2026 · 2,627 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 · EMNLP
The Trigger Is in the Embedding: Supervision-Free Discovery and Diagnosis of Universal Adversarial Triggers in Fact Verification
Michele Luca Contalbo, Matteo Paganelli, Paolo Papotti, Francesco Guerra
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Trilemma of Truth in Large Language Models
Germans Savcisens, Tina Eliassi-Rad
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Weakest Link Tells It All: Outcome-Supervised Process Reward Modeling via Learnable Credit Assignment
Tianyu Jia, Yue Fang, Hongxin Ding, Rihong Qiu, Zhibang Yang, Zhijing Wu, Junfeng Zhao, Yasha Wang, Xu Chu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The “10th Juror”: Open-Set Standpoint Screening for Bureaucratic Bias Detection
Yuchen Miao, Zijun Wang, Chang Han, Yurui Shi, Mingtai Zhang, Siyang xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
There Is More to Refusal in Large Language Models than a Single Direction
Faaiz Joad, Majd Hawasly, Sabri Boughorbel, Nadir Durrani, Husrev Taha Sencar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking
Parinthapat Pengpun, Simran Khanuja, Graham Neubig
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Think, Act, Build: An Agentic Framework with Vision Language Models for Zero-Shot 3D Visual Grounding
Haibo Wang, Zihao Lin, Zhiyang Xu, Lifu Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Think, Look, and Revise: Inconsistency-Aware Visual Self-Correction in MLLMs
Yu Cheng, Arushi Goel, Hakan Bilen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ThinkLeap: Reasoning Optimization Through Confidence-Guided Cognitive Leap Extraction
Yijia Zhu, Zhenning Shi, Junhan Shi, Xun Zhang, Yong Jiang, Qing Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Thinking Ahead: Prospection-Guided Retrieval of Memory with Language Models
Harshita Chopra, Krishna Kant Chintalapudi, Suman Nath, Ryen W White, Chirag Shah
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Thinking Without Speaking: Efficient Tree of Thoughts Reasoning via Latent Steering
Zhanshuo Dong, Zhenyu Wen, Xiong Li, Jie Su, Jianbin Qin, Ye Yuan, Zhen Hong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Thinking in Different Spaces: Domain-Specific Latent Geometry Survives Cross-Architecture Translation
Marcus Armstrong, Navid Ayoobi, Arjun Mukherjee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Thunder-DeID+: Boundary-Aware Korean De-identification from Court Judgments to Broader Sensitive Documents
Gyuseong Lee, Gyeongje Cho, Jongmin Kim, Heejin Kim, Yeonkyoung So, Hyunggeun Jeon, Hyunji M. Park, Sangho Kim, Yoonhee Park, Youngbin Pyo, Jaejin Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Time is Not a Label: Continuous Phase Rotation for Temporal Knowledge Graphs and Agentic Memory
Weixian Waylon Li, Jiaxin Zhang, Xianan Jim Yang, Tiejun Ma, Steven Y. Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TimeBlind: A Spatio-Temporal Compositionality Benchmark for Video LLMs
Baiqi Li, Kangyi Zhao, Ce Zhang, Chancharik Mitra, Jean De Dieu Nyandwi, Gedas Bertasius
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TimePrune: Budgeted Temporal Pruning for Efficient Multimodal Time Series Analysis
Chenghao Liu, Qian Liu, Aniket Mahanti, Jindong Han, Min Li, Wei Fan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TimeSense: Decoupling Modality Learning for Robust Time Series Reasoning
Zhirui Zhang, Changhua Pei, Tianyi. Gao, Zhe Xie, Yibo Hao, Zhaoyang Yu, Longlong Xu, Tong Xiao, Jing Han, Gaogang Xie, Dan Pei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TimelineAgent: An LLM-based Framework for Query-Centric Event Timeline Extraction Across Multiple Documents
Qingkai Min, Yunxin Bao, Yifeng Lu, Zhenyu Feng, Yulong Chen, Andreas Vlachos, Yue Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Tinted Frames: Question Framing Blinds Vision-Language Models
Wan-Cyuan Fan, Jiayun Luo, Declan Kutscher, Leonid Sigal, Ritwik Gupta
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
To Answer or Not to Answer? Reliability-Oriented Reinforcement Learning for Visual Language Models
Paul Jian, Julian Wu, Leo Wei, Dylan Chen, Garvin Guo, Qingpei Guo, Jianing Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
To Trust or Not to Trust: Retrieval-Augmented Fact Checking in Speech
Debajyoti Mazumder, Mamta Mamta, Abhirama Subramanyam Penamakuri
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ToM-Video: A Theory-of-Mind Video Benchmark with Spatio-Temporal Grounded Reasoning
Quanling Liu, Zizhuo Lin, Jinsheng Quan, Xin Shi, Xueqiao Zhang, Chao Zhang, Yifan Zhu, Zhihui Li, Yawei Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ToToFilter: Topic- and Topology-Aware Noise Filtering Framework over Medical KGs for Evidence-Based Medical Q&A
Yufeng Wang, Weijie Chen, Chao Chen, Xingfeng Liu, Yizhe Yang, Zhihao Chen, Qiming He, Yubo Chen, Kang Liu, Xuefeng Wang, Xiangwen Liao, Jingfeng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Token-weighted Direct Preference Optimization with Attention
Chengyu Huang, Zhuohang Li, Sheng-Yen Chou, Claire Cardie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TokenCliff: Benchmarking Output-Token Budget Sensitivity in Multi-Turn LLM Agents
Bairui Zhang, Weixuan Liu, Defan Xue, Yongqi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TokenDecouple: Frequency-aware Token Merging and Pyramidal Text Decay
Xin Qiu, Jialingan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Tokenization as Structural Inductive Bias: Grapheme-Constrained Subwords for Multilingual Modeling and Vocabulary Surgery
Arush Singhal, Jatin Bedi, Jasmeet Singh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Too Many Cooks Spoil The Broth: Auditing Multi-Agent LLM Councils For Medical Reasoning
Mukul Joshi, Pratik Jalan, Akhilesh Magotra, Kshitij Sharad Jadhav
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ToolForge: A Data Synthesis Pipeline for Multi-Hop, Multi-Turn, and Self-Reflective Tool-Use Data
Hao Chen, Shunyuan Zhou, Zhexin Hu, Jiajun Chai, Hang He, Haocheng Yang, Xiaohan Wang, Wei Lin, Tianyu Wang, Zhuofeng Zhao, Guojun Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ToolGate: Token-Efficient Pre-Call Control for Tool-Augmented Vision-Language Agents
Anjie Liu, Yan Song, Zhixun Chen, Ziqin Gong, Zhongwei Yu, Jun Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ToolLoop: Closed-Loop Tool-Use Data Synthesis via Decomposed Generation and Dynamic Self-Feedback
Min Zeng, Yuzhou Liu, Zhenyu Cao, Hanxiu Chen, Heng Li, Caiquan Liu, Yafei Wen, Xiaoxin Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ToolSpec: Accelerating Tool Calling via Schema-Aware and Retrieval-Augmented Speculative Decoding
Heming Xia, Yongqi Li, Cunxiao Du, Mingbo Song, Wenjie Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ToolWeave: Structured Synthesis of Complex Multi-Turn Tool-Calling Dialogues
Dinesh Khandelwal, Gnana Prakash Punnavajhala, G P Shrivatsa Bhargav, Gaurav Pandey, Sachindra Joshi, Hima Karanam, Dinesh Raghu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TopoAlign: A Framework for Aligning Code to Math via Topological Decomposition
Yupei Li, Philipp Borchert, Gerasimos Lampouras
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Touch What You Say: Contact-Local Tactile Grounding for Physical-Property Instructions
Le Wang, Kelan Peng, Zhang Chenyu, Wenjuan Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TouchThinker: Scaling Tactile Commonsense Reasoning to the Open World with Large-scale Data and Action-aware Representation
Kailin Lyu, Di Wu, Pengwei Zhang, Yuhang Zheng, Yingxin Lai, Long Xiao, Kangyi Wu, Pengna Li, Chen Gao, Lianyu Hu, Xiaobin Hu, Jie Hao, Ce Hao, Weihao Yuan, Shuicheng Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Tournament-GRPO: Group-Wise Tournament Rewards for Reinforcement Learning in Open-Ended Long-Form Generation
Zixuan Yang, Yiqun Chen, Wei Yang, Erhan Zhang, Zihan Shen, Xiaochi Wei, Yan Gao, Yi Wu, Yao Hu, Jiaxin Mao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Toward End-to-End Open-Weight LLM-RBMT for Endangered Languages
Jared Coleman, Bhaskar Krishnamachari
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Toward Latent Language Model Skills Steering and Optimization: An Empirical Study
Xunyi Jiang, Junda Wu, Yuxin Xiong, Sheldon Yu, Tong Yu, David Arbour, Ritwik Sinha, Julian McAuley, Hongyi Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Towards AI-Assisted Research Writing: Benchmarking LLMs for AI/ML Introduction Generation
Krishna Garg, Firoz Shaik, Sambaran Bandyopadhyay, Cornelia Caragea
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Towards Agentic Document-Grounded Information Seeking
Qintong Zhang, Xinjie Lv, Jialong Wu, Baixuan Li, Zhengwei Tao, Guochen Yan, Huanyao Zhang, Bin Wang, Jiahao Xu, Haitao Mi, Wentao Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Towards Effective Structured Context Modeling for Conversational Recommender Systems via Dual-node Monte Carlo Tree Search
Jincheng Zhang, Chen Huang, Wenqiang Lei, See-Kiong Ng, Yang Deng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Towards Efficient Reasoning: Learning Causal Shortcuts for Diffusion Language Models
Dian Jin, Kairong Han, Baohong Li, Xinpeng Dong, Zijing Hu, Nuanqiao Shan, Fei Wu, Kun Kuang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Towards Holistic Knowledge Retrieval for Augmented Generation: Integrating Graph-Grounded and Query-Aligned Knowledge
Weidong Zhang, Zhe Wang, Kewen Wang, Haifeng Guo, Shuxuan Lian, Weizhi Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Towards Multi-modal Multi-turn Safety: From Agentic Interaction to Strategic Alignment
Han Zhu, Jiale Chen, Chengkun Cai, Shengjie Sun, Haoran Li, Yujin Zhou, Chi-Min Chan, Pengcheng Wen, Lei Li, Yike Guo, Sirui Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Towards Multidisciplinary Citance Analysis: A Novel Approach for Intent, Polarity, and Semantics Classification
Georgios Pantelakis, Petros Stavropoulos, Haris Papageorgiou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Towards Reliable Long-Context Reasoning: Detecting Unanswerable Questions via FactGuard
Qian-Wen Zhang, Biao Liu, Fang Li, Jie Wang, Lingfeng Qiao, Yifei Yu, di Yin, Xing Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Towards Understanding Pause Token Fine-Tuning Dynamics: A Mode Retention Perspective
Jaehyeon Kim, Suhwan Kim, Nakyung Lee, Yeongoon Kim, Jimin Seo, Giho Lee, Jungwoo Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Towards Understanding the Robustness of Self-Consuming Generative Models
Aobo Chen, Wei Qian, Chenglin Miao, Mengdi Huai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Towards a Comprehensive Scaling Law of Mixture-of-Experts
Guoliang Zhao, Yuhan Fu, Shuaipeng Li, Samm Sun, Ruobing Xie, An Wang, Weidong Han, Zhen Yang, Weixuan Sun, Yudong Zhang, Cheng-zhong Xu, Di Wang, Jie Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Towards a Mechanistic Understanding of Propositional Logical Reasoning in Large Language Models
Danchun Chen, Qiyao Yan, Chenpeng Wang, Liangming Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills
Jingwei Ni, Yihao Liu, Xinpeng Liu, Yutao Sun, Mengyu Zhou, Pengyu Cheng, Dexin Wang, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TraceMIA: Interpretable Membership Inference Attack via Lexical Patterns in Reasoning Traces
Bo Zhang, Yongtang Wu, Ning Liu, Jun Zhang, Zhunchen Luo, Yunbo Cao, Xiaoying Bai, Guotong Geng, Zhong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TraceProbe: An Execution-Based Benchmark for Diagnosing Safety Failures in LLM Agents
Yuxiang He, Jian Zhao, Yufei Liu, Yuchen Yuan, Xuelong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Tracing Computation Density in LLMs
Corentin Kervadec, Iuliia Lysova, Iuri Macocco, Marco Baroni, Gemma Boleda
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Tracing Contextual Override: Mediated Causal Attribution in Language Models
Zongye Hu, Weiqing Luo, Haofeng Zhang, Ziyi Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Tracing Error Propagation in Reasoning Language Models
Dung Huu Nguyen, Quan Pham, Dat Quoc Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Tracing Multilingual Representations in LLMs with Cross-Layer Transcoders
Abir Harrasse, Florent Draye, Punya Syon Pandey, Zhijing Jin, Bernhard Schölkopf
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Tracing Stereotypes from Representation to Output in Multilingual LLMs
Ariun-Erdene Tumurchuluun, Yusser Al Ghussin, Pinzhen Chen, Josef Van Genabith, Koel Dutta Chowdhury
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Tracing a Sparse Emotion-Control Circuit in LLM-Based Text-to-Speech
Hongfei Du, Jiacheng Shi, Yanfu Zhang, Ashley Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Tracing the complexity profiles of different linguistic phenomena through the intrinsic dimension of LLM representations
Marco Baroni, Emily Cheng, Iria de-Dios-Flores, Francesca Franzon
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Train Overcomplete, Deploy Compact: Scaling Recovery Capacity for Structured LLM Pruning
Seungmin Oh, Donggeon Lee, Jongbin Ryu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Train Smarter, Not Harder: Switching Signal-Guided Training in Active Learning
Nagham Omar, Maya Rozenshtein, Evgeny Mishlyakov, Avigdor Gal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Training Matryoshka Mixture-of-Experts for Elastic Inference-Time Expert Utilization
Yaoxiang Wang, Qingguo Hu, Yucheng Ding, Ruizhe Wang, Yeyun Gong, Jian Jiao, Yelong Shen, Peng Cheng, Jinsong Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Training-Free Chunk-Level Guided Generation for Mathematical Reasoning
Atoosa Chegini, Soheil Feizi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Training-Free Generative Retrieval
Yingchen Zhang, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Fuyu Lv, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Training-free LLM Verification via Recycling Few-shot Examples
Dongseok Lee, Jimyung Hong, Dongyoung Kim, Jaehyung Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Trait Collapse in Text-to-Image Generation: Evaluating and Mitigating Personality Inconsistency in Visual Storytelling
Yuanbo Tong, Haoyuan Li, Jibiao Jiang, Zirui Wang, Yuchen Li, Jiamou Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Trait-Aware Policy Optimization for Autoregressive Multi-Trait Essay Scoring
Zhengyang Wang, Sanwoo Lee, Jiaxin Wang, Chenxi Miao, Weikang Li, Yunfang Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TranslatePsy-AfriSLM: High-Quality Data Scaling For Low-Resource Machine Translation
Milan Gritta, Patrik Lambert, Jihye Back, Amril Nazir
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Translation-Induced Label Drift in Natural Language Inference: Evidence from Nine Languages
Muhammad S. Abdo, Phakphum Artkaew, Sadia Ashraf, Elder Henrique Attala E Paiva, Jose Benavides, Hale Karkoutli, Melissa Lieffers, Elias Naske, Wenchen Shi, Jinyuan Wang, Sandra Kübler
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Transporting Concepts Across Languages: Optimal Transport Toward English-Level Performance in Multilingual LLMs
Anh Trac Duc Dinh, Anh Duc Le, Tho Quan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TriAlign: Towards Universal Truth Consistency in Personalized LLM Alignment
Thi-Nhung Nguyen, Linhao Luo, Rollin Omari, Junae Kim, Thuy-Trang Vu, Dinh Phung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TriVTab: Fusing Triple-Based Structured Reasoning and Visual Reasoning for Multimodal Table Question Answering
Zhuo Wen, Yang Lin, Weifan Zhao, Ji Zhang, Jun Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TriggerBench: Investigating Prospective Memory for Large Language Models
Tianhua Zhang, Xinjiang Wang, Qianxi Zhang, Qi Chen, Kun Li, Yaoqi Chen, Dingdong Wang, Helen M. Meng, Yan Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Triggering Chain-of-Thought via Latent Feature Interventions in Large Language Models
Zhenghao He, Guangzhi Xiong, Bohan Liu, Sanchit Sinha, Aidong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Trip+: Benchmarking Agents in Personalized Interactive Travel Planning
Junle Chen, Wei Chen, Yehong Xu, Zhengjun Huang, Yuqian Wu, Zhoujin Tian, Kai Wang, Rui Chen, Xiaofang Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Trust Before Fusion: QIMG-7 and Source-Aware Resolution for Polluted Multimodal RAG
Saadeldine Eletter, Owais Aijaz, Preslav Nakov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Trust Cascade through Provenance Erasure: How Multi-Agent Delegation Breaks Single-Agent Safety
Yuxin Zhou, Xiao Ding, Tianle Chang, Ye He, Wenbin Zhang, ShangZhan Li, Yijia Meng, Wenyu Zang, Bibo Cai, Qi Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TrustDLM: Benchmarking Trustworthiness in Diffusion Language Models
Yichuan Mo, Yukun Jiang, Yanbo Shi, Mingjie Li, Michael Backes, Yang Zhang, Yisen Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TrustRAG: Metadata-Governed RAG for Compliance-Oriented Question Answering
Huiling Ge, Zhiguo Shi, Yungui Nie
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Trustworthy Medical LLMs via Bayesian Belief Updating
Mengyao Guo, Shufang Xie, Xiuying Chen, Shuqi Li, Hao Jiang, Bo Du, Rui Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Truth or Tribe: How In-group Favoritism Prioritize Facts in Persona Agents
Shijun Lei, Hongyu Wang, Yunji Liang, Haowen Zheng, Bin Guo, Zhiwen Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TukaBench: A Culturally Grounded Jailbreak Benchmark for African Languages
Victor Olalekan Akinode, Senyu Li, Wassim Hamidouche, Syed Waqas Zamir, Inbal Becker-Reshef, David Ifeoluwa Adelani
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TurCOMET: A Morphologically-Aware Evaluation System for Document-Level Turkish-English Machine Translation
Atahan Uz, Hüseyin Emir Akdağ, Susan Üsküdarlı
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Turning the Spell Around: Lightweight Alignment Amplification via Rank-One Safety Injection
Harethah Abu Shairah, Hasan Abed Al Kader Hammoud, George Turkiyyah, Bernard Ghanem
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Twin Worlds: Equivariance-Based Abstention for Evidence-Grounded Reasoning
Vy Nguyen, Ziqi Xu, Jeffrey Chan, Estrid He, Feng Xia, Renqiang Luo, Erik Cambria, Xiuzhen Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Two Centuries of Sexism in British Parliament: A Computational Analysis of Women’s Representation in the Hansard Corpus
Mohammad Omar Khursheed, Mandira Sawkar, Ashiqur R. KhudaBukhsh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Two to Tango: Coupled Task-Reference Selection for Safe LLM Fine-tuning
Xinrui Chen, Jianhao Zhang, Ou Wu, Di Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Typed Relation Path Geometry in Sentence Embedding Spaces
Mingyue Liu, Ziyang Xing
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Typological Alignment of Stack-Based Language Models on Mildly Context-Sensitive Artificial Languages
Nadine El-Naggar, Tatsuki Kuribayashi, Ted Briscoe
Natural Language Processing
日本大学: 東北大学
2026 · EMNLP
UCO: A Multi-Turn Interactive Reinforcement Learning Method for Adaptive Teaching with Large Language Models
Shouang Wei, Min Zhang, Xin Lin, Bo Jiang, Kun Kuang, Jingyuan Chen, Zhongxiang Dai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
UDSS-BWE: Uncertainty- and Decision-Science Inspired Swin BandWidth Extension
Tarikul Islam Tamiti, Sajid Fardin Dipto, David Vergano, Luke Baja-Ricketts, Anomadarshi Barua
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
UEmbed: Unified Sparse and Dense Multimodal Embeddings
Tingyu Song, Mingxin Li, Yanzhao Zhang, Dingkun Long, Pengjun Xie, Zhijie Nie, Yilun Zhao, Shu Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
UNIQUE: Universal Top-k Sparse Attention for Training-free Inference and Sparsity-aware Training
Keqi Deng, Shaoshi Ling, Ruchao Fan, Jinyu Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
UNISAF-Bench: Intention-Grounded Safety Evaluation for Unified Multimodal Generation Models
Yooju Shin, Chentao Ye, Weitong Ruan, Rahul Gupta
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
UNISON: A Unified Sound Generation and Editing Framework via Deep LLM Fusion
Zhaoqing Li, Haoning Xu, Jingran Su, Yaofang Liu, Zhefan Rao, Huimeng Wang, Jiajun Deng, Tianzi Wang, Zengrui Jin, Rui Liu, Haoxuan Che, Xunying Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
UReason: Benchmarking Reasoning-to-Generation Alignment in Unified Multimodal Models
Cheng Yang, Chufan Shi, Bo Shui, Yaokang Wu, Muzi Tao, Huijuan Wang, Ivan Yee Lee, Yong Liu, Xuezhe Ma, Taylor Berg-Kirkpatrick
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
UT-ACA: Uncertainty-Triggered Adaptive Context Allocation for Long-Context Inference
Lang Zhou, Shuxuan Li, Zhuohao Li, Shi Liu, Wei-Shi Zheng, Zhilin Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
UTILMEM: Benchmarking Evidence Utilization in Long-Term Conversational Memory
Peijun Qing, Fobo Shi, Soroush Vosoughi
Natural Language Processing
日本大学: 関与なし（対象大学）