EMNLP

2022–2026 LIVE

著者一覧 · 国際会議 · 大学ランキング

EMNLP 公式サイト ↗

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
TIDE: Trajectory-based Diagnostic Evaluation of Test-Time Improvement in LLM Agents
Hang Yan, Xinyu Che, Fangzhi Xu, Qiushi Sun, Zichen Ding, Kanzhi Cheng, Jian Zhang, Tao Qin, Jun Liu, Qika Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TIDE: Tree-Induced Fine-Grained Diagnostic Evaluation from Model Behaviors
Jiayi Chen, Hui Li, Yujiong Shen, Qiyuan Peng, Yanxin Li, Chenhao Huang, Shaofan Liu, Guoqiang Zhang, Junjie Ye, Shihan Dou, Ming Zhang, Maxm Pan, Tao Gui, Qi Zhang, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TKG-Thinker: Towards Dynamic Reasoning over Temporal Knowledge Graphs via Agentic Reinforcement Learning
Zihao Jiang, Miao Peng, Zhenyan Shan, Wenjie Xu, Ben Liu, Gong Chen, Ziqi Gao, Min Peng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TORe: Rehearsal-Free Continual Learning for Table QA via Operation Recipe Reconstruction
Jinyu Zhang, Ruiheng Liu, Yu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TOUCAN: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments
Zhangchen Xu, Adriana Meza Soria, Shawn Tan, Anurag Roy, Ashish Sunil Agrawal, Radha Poovendran, Rameswar Panda
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TR-ICRL: Test-Time Rethinking for In-Context Reinforcement Learning
Wenxuan Jiang, Yuxin Zuo, Zijian Zhang, Xuecheng Wu, Zining Fan, Wenxuan Liu, Li Chen, Xiaoyu Li, Xuezhi Cao, Xiaolong Jin, Ninghao Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRACE-GRPO: Teacher-Refined Advantage Credit Estimation for Long-Horizon Agentic RL
Yuchen Liu, Tianchu Yao, Deshu Chen, Yinghao Zhang, Xigui Li, Zehui Ling, Xin Guo, Yuan Cheng, Chao Qu, Lintao Ma, Yuan Qi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRACE: A Long-Term Conversational Recommendation Dataset with Evolving User Personas
Jihyung Ahn, Seonah Han, Chanho Park, Hyeongwoo IM, Daeyeong Kim, Subin Kim, Buru Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning
Heming Zou, Qi Wang, Yun Qu, Yuhang Jiang, Lizhou Cai, Yixiu Mao, Ru Peng, Xin Xu, Weijie Liu, Kai Yang, Saiyong Yang, Xiangyang Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRACE: An Evidence-Grounded Benchmark for Safety Evaluation of Large Reasoning Models
Zhenyu Wu, Siyuan Chen, Changchun Yang, Jiaqi Dong, Min Zhou, Ali A Almadan, Talal Alhammad, Faisal Wahbo, Aminullah Tora, Mona Alshahrani, Xin Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRACE: Table–Text Relationalization and Completion of Evidence for Coverage-Sensitive QA
Sunho Cha, Sungho Park, Wook-Shin Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRACE: Temporal Retrieval with Anchored and Convergent Evidence for Long-Horizon Video Understanding
Pengyiang Liu, Junbo Niu, Xiaoyang Hu, Zhongyue Shi, Zitian Wang, Linjiang Huang, Si Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRACE: Trajectory Aware Reasoning for Multi-Turn Adversarial Conversation Evaluation.
Md Messal Monem Miah, Adrita Anika, Zhiyuan Yu, Ruihong Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRACE: Tree-Structured Reasoning for Multi-Table Multi-Hop Fact-Checking
Senyi Zhang, Dongwon Lee, Delvin Ce Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRACE: Triplet Recovery via Arrowhead-Centric Extraction for Flowchart Understanding
Daozhu Dong, Kaiwen Shi, Dan Si, Xiaoyu Hao, Tong Liu, Wenjie Zhang, Gong Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRACER: An Information Entropy-Grounded Framework for Efficient Large-table Semantic Annotation
Miaoqin Zheng, Shuangyin Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRACES: Proactive Safety Auditing for Multi-Turn LLM Agents via Trajectory-State Modeling
Jiaqian Li, Yanshu Li, Boxuan Zhang, Ruixiang Tang, Kuan-Hao Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRIAD: A Three-Axis Framework for Knowledge Conflict Resolution in RAG
Yizhou Jin, Xudong Li, Dandan Song, Yue Yang, Jun Yang, Yuhang Tian, Huipeng Ma, Chenhao Li, Luan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRIAGE: Label-Free Hateful Video Detection with Boundary Mapping and Resolution
Junyi Chen, Qian Liu, Jing Sun, Yi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TROPE: Typed Representations and Operators for Problem Editing in LLM Reasoning
Vadim Bikbulatov, Ovanes Petrosian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas
Ai Jian, Xiaoyun Zhang, Eryu Guo, Wanrou Du, Jingqing Ruan, Haojin Yang, Jiangbo Pei, Weipeng Zhang, Ke Zeng, Xunliang Cai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TSHMem: A Temporal-Semantic Hierarchical Memory Graph for Long-Term Conversational Agents
Feiyang Xu, Wenhao Yu, Li Xiang, Quanyu Dai, Irwin King
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TTML: Test-Time Memory Learning for Label-Free RLVR
Yongshi Ye, Biao Fu, Xinjie Chen, Minpeng Liao, Xiaodong Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TTS-Hub: Leveraging Modular LoRAs and Arithmetic Composition for Controllable Text-to-Speech
Xiang Li, Shiqi Zhang, Zichen Xu, Wenyuan Gu, Hongru Xiao, Bo Cheng, Li Zhou, Jiale Han, Benyou Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TTSR: Test-Time Self-Evolving via Reflection
Haoyang He, Zihua Rong, Yunjia Zhao, Lan Yang, Jian Chang, Honggang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TTS^2: Test-Time Scaling for Flow-Based Text-to-Speech via Multi-stage Reward Modeling on Posterior Mean Projections
Tung Luong Nguyen, Tuan Duy Nguyen Le, Nhat Hong Tran, Nhat Minh Le, Van Hai Do
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TTT-Sparse: Test-Time Training of Sparse Attention for Long-Context Understanding
Xuehao Wang, Huayu Deng, Linhao Zhong, Yanbin Wei, Hengyu Zhao, Mingyu Liu, Hao Chen, Chunhua Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TVIR: Building Deep Research Agents Towards Text-Visual Interleaved Report Generation
Xinkai Ma, Zhiqi Bai, Dingling Zhang, Pei Liu, Yishuo Yuan, He Zhu, Jiakai Wang, Qianqian Xie, Yifan Zhao, Xinlong Yang, Hao Cong, Zhiheng Yao, Fengxia Xie, Zihao Xu, Haoran Xu, Zhaohui Wang, Minghao Liu, Shirong Lin, Yingshui Tan, Yuchi Xu, Wenbo Su, Zhaoxiang Zhang, Bo Zheng, Jiaheng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TYLER: Typed Latent Reasoning for Language Models —— When to Think, What to Compute, and How Much to Allocate
Hanyu Lin, Min Cai, Jiawei Wen, Haodi Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TaRA: Training-Aware Low-Rank Adaptation Initialization
Taehyeon Kim, Eunhyeok Park
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TabSieve: Explicit In-Table Evidence Selection for Tabular Prediction
Wang Yongyao, Ziqi Miao, Lu Yang, Haonan Jia, Wenting Yan, Chen Qian, Lijun Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TableCache: Primary Foreign Key Guided KV Cache Precomputation for Low Latency Text-to-SQL
Jinbo Su, Yuxuan Hu, Cuiping Li, Hong Chen, Jia Li, Lintao Ma, Jing Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TagPR: Tag-Guided Process Supervision for Personalization Reasoning in Large Language Models
Song Jin, Juntian Zhang, Ruyu Lyu, Yong Liu, Xun Zhang, Yufei Zhang, Fei Jiang, Guojun Yin, Wei Lin, Rui Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Talk in Pieces, See in Whole: Disentangled and Hierarchical Representation Learning in Language-based Object Detection
Sojung An, Kwanyong Park, Yong Jae Lee, Donghyun Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Tampered ML: Evaluating LLM Judgment of Machine Learning Research
Soroush Ebadian, Parand A. Alamdari, Joe Benton, Hailey Joren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Target-Binding Hallucination: A Position-Controlled Diagnostic for Multimodal LLMs in Multi-Image Contexts
Qichao Ma, Yongtai Liu, Xuan Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Target-Language Generation in Multilingual Models: Activation Steering and Optimal Control
James A. Michaelov, Carmen Amo Alonso, Tyler A. Chang, Roger P. Levy
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Targeted Token-Level Unlearning for Repairing Text-to-SQL Models
Jinyu Zhang, Ruiheng Liu, Yu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Task-Oriented Moment Localization for Long Video Understanding with Near-Second Coverage
Xiangrui Liu, Minghao Qin, Yan Shu, Zhengyang Liang, Yang Tian, Chen Jason Zhang, Bo Zhao, Zheng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TaskPress: Query-Agnostic KV Cache Compression via Task-Guided Pruning
Wonpyo Park, Seung-Won Hwang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Task–Specificity Score: Measuring How Much Instructions Really Matter for Supervision
Pritam Kadasi, Abhishek Upperwal, Mayank Singh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TaxoAgent: Utility-Aligned Policy Optimization for Hierarchical Semantic Classification
Zhiming Lin, Yihao Zhong, Liwei Hou, Saisai Hu, ShaoYan He, Chen Rongru, Xuan Yang, Siyue Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Teach the Magnitude, Not the Direction: Verifier-Anchored Credit Assignment for Multi-Turn Multi-Step LLM Agents
Zechuan Wang, Siyuan Lu, Hongxuan Zhang, Linjian Mo, Chenyi Zhuang, Leilei Gan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Teaching LLMs to Abstain via Fine-Grained Semantic Confidence Reward
Hao An, Yang Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Teaching by Learning: Harnessing LLMs Collaboration for Adaptive Data Synthesis via Cognitive Load Feedback
Yue Luo, Feng Zhao, Yu Yang, Guandong Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Telling Incomplete Truths: Measuring Omission-Induced Misleadingness in Aligned Language Models
Minje Kim, Keeheon Lee, Chi-Guhn Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
TempCore: Are Video QA Benchmarks Temporally Grounded?
Hyunjong Ok, Jaeho Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Temporal Gains, Spatial Costs: Revisiting Video Fine-Tuning in Multimodal Large Language Models
Linghao Zhang, Jungang Li, Yonghua Hei, Sicheng Tao, Song Dai, Yibo Yan, Zihao Dongfang, Weiting Liu, Chenxi Qin, Hanqian Li, Xin Zou, Jiahao Zhang, ShuHang Xun, Haiyun Jiang, Xuming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Temporal Leakage in Financial News NLP: A Multi-Architecture Audit with a Regime-Specific M&A Signal
Chenhao Xue, Raslen Guesmi, Siwei Feng, Yucheng Gong, Jacob Xavier Sundram, Jordan Pang, Lan Wang, Julian Kaljuvee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Test-Time Scaling for Scientific Equation Discovery
Haowei Lin, Hubert Lim, Xiangyu Wang, Letian Huang, Di He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Text Capability Loss in Vision-Language Adaptation: An Attention-Sink Diagnosis
Minsik Choi, Geewook Kim, Young Geun Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Text as a Universal Interface for Transferable Personalization
Yuting Liu, Jian Guan, Jia-Nan Li, Wei Wu, Jiang-Ming Yang, Jianzhe Zhao, Guibing Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Text4Speech: Text-Driven Training for Massively Multilingual Speech Understanding
Hannah Sterz, Anna Korhonen, Ivan Vulić, Goran Glavaš
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Alignment Veto: How Safety Training Suppresses Cultural Knowledge in LLMs
Pardis Sadat Zahraei, Gokhan Tur, Dilek Hakkani-Tür, Ehsaneddin Asgari
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Analyst in the Prompt: Role, Retrieval, and Memory Biases in LLM Financial Analysis
Ahmed Asaad, Amr Mohamed, Yang Zhang, Omneya Abdelsalam
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Anatomy of an ASR Hallucination
Hamees Sayed, Apoorv Singh, Kumar Aman, Akshat Mandloi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Answer Lies Within: Self-Derived Rewards Enable Explainable Relation Extraction
Xinyu Guo, Zhengliang Shi, Minglai Yang, Mahdi Rahimi, Mihai Surdeanu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Art of Efficient Reasoning: Data, Reward, and Optimization
Taiqiang Wu, Zenan Xu, Bo Zhou, Ngai Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Attentional White Bear: Persistent But Attenuated Concept Recoverability in Transformer Language Models
Rebecca Ramnauth, Brian Scassellati
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Autonomy Tax: Defense Training Breaks LLM Agents
Li Li, Yue Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Benchmark Illusion: Pruned LLMs Can Pass Multiple Choice but Fail to Answer
Rui Wen, Lu Sun, Jiayang Liu, Zesheng Xu, Tianshuo Cong, Zheng Li
Natural Language Processing
日本大学: 東京科学大学 / 東北大学
2026 · EMNLP
The Blindness of Document-Level Translation Evaluation
Ahrii Kim, Vilém Zouhar, Chanjun Park, Seong-heum Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agents from Planning with Actions to Planning with Schemas
Baixuan Xu, Tianshi Zheng, Zhaowei Wang, Hong Ting Tsang, Weiqi Wang, Tianqing Fang, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Cold-Start Safety Gap in LLM Agents
Chung-En Sun, Linbo Liu, Tsui-Wei Weng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Collaboration Tax: How Much LLM Multi-Agent Systems Pay to Coordinate
Weixiang Sun, Zehong Wang, Hong Huang, Colby Nelson, Yijun Ma, Yanfang Ye
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Consistency Illusion: How Multi-Agent Debate Hides Reasoning Misalignment
Xiaoyang Wang, Christopher Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Correlation Mirage: Benchmark Dependence Collapses for Top-Performing LLMs
Raj Firke, Rajeswari Kannan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Cost of Sounding Different: Accent Bias in Audio Language Models
Aruna Srivastava, Orevaoghene Ahia, Li Lucy, Ashley Christendat, Sameep Chattopadhyay, Farhan Samir, Tejumade Afonja, Valentin Hofmann, Sachin Kumar, Noah A. Smith, Yulia Tsvetkov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Curious Case of Factual (Mis)Alignment between LLMs’ Short- and Long-Form Answers
Saad Obaid Ul Islam, Anne Lauscher, Goran Glavaš
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Dialect Tax: Dialectal Biases Persist throughout the Language Modeling Pipeline
Elle
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Emergence and Sparsification of a Syntactic Circuit
Qing Yao, Sasha Boguraev, Tiago Pimentel, Kyle Mahowald
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Evaluation Scaling Law: Toward More Reliable LLM Assessment via Multi-Prompt Diversity
Hongzhi Luan, Zhaoxin Huan, Linfeng Shi, Longfei Zheng, Xiaolu Zhang, Jun Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Facade of Truth: Uncovering and Mitigating LLM Susceptibility to Deceptive Evidence
Herun Wan, Jiaying Wu, Minnan Luo, Fanxiao Li, Zhi Zeng, Min-Yen Kan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Flaw of Averages: Measuring Benchmark-Level Distributional Robustness
Arda Uzunoglu, Tianjian Li, Daniel Khashabi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Geometry of Low-Resource Language Representations
Francois Meyer, Jan Buys
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Geometry of Safety Drifts: Step-level Refusal-Subspace Monitoring for Reasoning Large Language Models
Liming Lu, Anan Du, Fanzhen Liu, Hechang Chen, Shuchao Pang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Grammar of Transformers: A Systematic Review of Interpretability Research on Syntactic Knowledge in Language Models
Nora Graichen, Iria de-Dios-Flores, Gemma Boleda
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Hallucination Signal Is a Mean Shift: Why Simple Probes Suffice
Jungseob Lee, Jaehyung Seo, Heuiseok Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Harder Text Embedding Benchmark (HTEB): Beyond One-dimensional Static Robustness
Manuel Frank, Haithem Afli
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Hidden Toll of Social Media News on Psychosocial Wellbeing
Olivia Pal, Agam Goyal, Eshwar Chandrasekharan, Koustuv Saha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Illusion of Control: Why Bare Classifier Inversion Silently Fails in Concept-Bottleneck Text Generation
Qi Bing, Xiaowei Shao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Illusion of Expertise: Narrow Finetuning Induces Persistent Domain Priors in Vision-Language Models
Qinglin Zeng, Jusheng Zhang, Jiangqi Huang, Ningyuan Liu, Luozhang Xu, Wenhao Wang, Keze Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Imitation Game: When LLMs Learn to Reason Like Programs via Code-Centric Reasoning Data Synthesis
Jinyang Zhang, Weibin Liao, Keqin Bao, Sihang Li, Shaobo Wang, Muyang Ye, Hongxin Ding, Yue Fang, Tianyi Tang, Fei Huang, Kexin Yang, Xingzhang Ren, Dayiheng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Importance of Being Statistically Earnest: A Critical Re-evaluation of GSM-Symbolic
Dominika Agnieszka Długosz, Arlindo L. Oliveira, Natalia Díaz-Rodríguez
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Interlingua Hypothesis: LLMs Translate via a Latent Task-agnostic Feature Space
Jacob Brinton, Jannik Brinkmann, Mark Crovella, Aaron Mueller
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Language of Evidence: Robustness and Bias in Code-Switched RAG
Medha Hira, Joel Mire, Maarten Sap
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Language–Energy Divide: Measuring Energy Costs of Multilingual LLM Inference
Naihao Deng, Alissa Shen, Yiming Feng, Joan Nwatu, Jae-Won Chung, Mosharaf Chowdhury, Yulong Chen, Rada Mihalcea
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Magnitude Mirage: Rethinking Confidence for Reasoning-Intensive Retrieval
Jamie Holdcroft, Abdelrahman Abdallah, Adam Jatowt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Masked Advantage: Uncovering Local-Language Access to Cultural Knowledge in LLMs
Yang Zhang, Xiao Fei, Amr Mohamed, Sarah Almeida Carneiro, Mersin Konomi, Mingmeng Geng, Ahmed Asaad, Guokan Shang, Michalis Vazirgiannis
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Menu Is an Execution Prior: State-Path Tool Menus for Online Agents
Bo Yan, Weikai Lin, Song Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Mirage of Calibrated Confidence: Trajectory-Independence of Verbalized Confidence in Vision-Language Models
Jisoo Yang, Jaeho Han, Trung X. Pham, Junyeong Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Mirage of Explainability: A Survey on Chain-of-Thought Faithfulness in Large Language Models
Xi Jin, LeChen Qi, Houfeng Wang, Liangming Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Multilingual FrameNet Corpus
Beatrice Fiumanò, Nicolas Lazzari, Simone Paolo Ponzetto, Valentina Presutti
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping
Yang Liu, Enxi Wang, Yufei Gao, Weixin Zhang, Bo Wang, Zhiyuan Zeng, Yikai Zhang, Yining Zheng, Xipeng Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Past Is Prologue: A Plug-in Controller for Selective Updates in Sequentially Evolving LLM Memory
Zihan Chen, Songwei Dong, Chengshuai Shi, Peng Wang, Song Wang, Cong Shen, Jundong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Persona-Switch Jailbreak Backdoor in LLMs: From Payload Retrieval to Trigger-Gated Persona-State Selection
Yanghao Su, Wenbo Zhou, Tianwei Zhang, Han Qiu, Weiming Zhang, Nenghai Yu, Jie Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Provenance Horizon: Short Regulated Text Resists Reliable Watermarking Under Editing
Yanmin Zhao, Jikun Wu, Tengjiao Zheng, Yang Liu, Dongxin Guo, SM Yiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The RAT: A Unified Bayesian Model for RAG Evaluation
Pius von Däniken, Felix Matthias Saaro, Mark Cieliebak, Jan Milan Deriu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Shape of Time: Video-Token Contrast for Temporal Understanding in VideoLMs
Yumeng Shi, Quanyu Long, Yin Wu, Wenya Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
The Straight and Narrow: Do LLMs Possess an Internal Moral Path?
Luoming Hu, Jingjie Zeng, Liang Yang, Hongfei Lin
Natural Language Processing
日本大学: 関与なし（対象大学）