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
MultiHashFormer: Hash-based Generative Language Models
Huiyin Xue, Atsuki Yamaguchi, Nikolaos Aletras
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MultiModal Code-Switching: Interleaving Visual Objects into Language for Explicit Object-Level Alignment
Changhao Xiang, Shangyu Xing, Zhen Wu, Jianbing Zhang, Xinyu Dai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MultiSessionCollab: Learning User Preferences with Memory to Improve Long-Term Collaboration
Shuhaib Mehri, Priyanka Kargupta, Tal August, Dilek Hakkani-Tür
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
MultiSynt/MT: Trillion-Token Multi-Parallel Pretraining Data Translated Across 36 Languages
Maximilian Idahl, Jörg Tiedemann, Sampo Pyysalo, David Salinas, Tomasz Galica, Shenbin Qian, Tudor Nicolae Mateiu, Zihao Li, Anna Lokrantz, Fedor Vitiugin, Andre Martins, Jenna Kanerva, Filip Ginter, Matthias Lindemann, Tim Isbister, Birger Moell, Jonas Lindh, Jan Hajič, Jenia Jitsev, Andrey Kutuzov, Stephan Oepen, Gema Ramírez-Sánchez
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Multilingual Chain of Thought Compression via Cross-lingual Entropy Gap
Jiarui Wan, Yufeng Chen, Songming Zhang, Rui Qi, Xue Zhang, Jinan Xu, Kaiyu Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Multilingual Safety Signals Are Multi-Layered: Filtering Safety-Degrading Data for Safer LLMs
Jiakun Li, Guowei Song, Sijia Li, Xingwei He, Hongzheng Chai, Yuan Yuan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Multimodal Collaborative Debate for Zero-Shot Time Series Reasoning
Patara Trirat, Jin Myung Kwak, Jay Heo, Heejun Lee, Sung Ju Hwang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Muon^2: Boosting Muon via Adaptive Second-Moment Preconditioning
Ziyue Liu, Ruijie Zhang, Zhengyang Wang, Yequan Zhao, Yupeng Su, Zi Yang, Zheng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
M{}^3EC: A Multimodal Multidocument Benchmark for Event Extraction and Event Coreference Resolution
Zaber Ibn Abdul Hakim, Najibul Haque Sarker, Aafiya Hussain, Hani Alomari, Alvi Md Ishmam, Ali Asgarov, Chia-Wei Tang, Chris Thomas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
NARRATOR: Narrative-Aware Routing and Evaluation of Large Language Models
Ahmed Hamdi, Jose G Moreno, Antoine Doucet, Fabio A. González
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
NE-MultiSpeech: A Multilingual Speech Corpus and ASR Benchmark for Northeast Indian Languages
Badal Nyalang, Angana Borah
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
NE-R1: Enhancing Named Entity Recognition Model via Reinforcement Learning
Meixuan Chen, Hehan Li, Ruizhi Zhao, Xin Lu, Peizhi xu, Liwei Qian, LI Meifang, Shuanglong li, Hanmeng Liu, Xin Pei, Yanbiao Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
NEAR: Neighborhood-Aware Context Reconstruction for Ultra-Long Document Reading Comprehension of LLMs
Han Li, Xuanang Chen, Ben He, Le Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
NEST: A Benchmark for Explicit Structural Parsing on Native Empty Templates
Chen Peng, Tianci He, Hongye Chen, Jiayi Huang, Kangdi Hao, Yiping Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
NEST: Narrative Event Structures in Time for Long Video Understanding
Ali Asgarov, Kaushik Narasimhan, Najibul Haque Sarker, Hani Alomari, Chia-Wei Tang, Anushka Sivakumar, Zaber Ibn Abdul Hakim, Shaurya Mallampati, Chris Thomas
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
NLData2Opt: Benchmarking Parameter Derivation and Prediction for Modeling Optimization Problems from Natural Language and Data
Lijia Liu, Kyohei Atarashi, Jiyi Li, Koh Takeuchi, Shunji Umetani, Hisashi Kashima
Natural Language Processing
日本大学: 北海道大学 / 京都大学
2026 · EMNLP
NOSA: Native and Offloadable Sparse Attention
Yuxiang Huang, Pengjie Wang, Jicheng Han, Weilin Zhao, Zhou su, Ao Sun, Hongya Lyu, Hengyu Zhao, Yudong Wang, Chaojun Xiao, Xu Han, Zhiyuan Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
NaijaS2ST: A Multi-Accent Benchmark for Speech-to-Speech Translation in Low-Resource Nigerian Languages
Marie Maltais, Yejin Jeon, Min Ma, Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Maryam Ibrahim Mukhtar, Daud Abolade, Okepefi Joel Monday, Johnson Sewedo Okepefi, David Ifeoluwa Adelani
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
NanoVDR: Distilling a 2B Vision-Language Retriever into a 70M Text-Only Encoder for Visual Document Retrieval
Zhuchenyang Liu, Yao Zhang, Yu Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Narrative Flattening: How Post-Training Compresses Thematic, Affective, and Stylistic Variation in LLM Fiction
Zehan Li, Yutong Zhu, Siyang Wu, Honglin Bao, James Evans
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Narrative Function Patterns in LLM-Generated Chinese Web Fiction: A Proppian Analysis
Yuanchi Ma, Jiamou Liu, Kaize Shi, Hui He, Gang Zhang, Zijun Zhao, Renfen Hu, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Natural Language to First-Order Logic LLM-based Autoformalization
Andrea Brunello, Cristian Curaba, Luca Geatti, Michele Mignani, Angelo Montanari, Nicola Saccomanno
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Near-Miss Context Contamination and Language-Asymmetric Evidence Arbitration in LLMs
Jebish Purbey, Sanjeeb Prasad Panday, Barnnita Shrestha, Bikash Balami, Aakash Pandey, Bibek Khanal
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Need to Know: Contextual-Integrity-Grounded Query Rewriting for Privacy-Conscious LLM Delegation
Xinyue Huang, Wenyuan Yang, Xiaochun Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Negation Without Confusion: Decomposing Bias and Recomposing Style in Text Embeddings for Negation-Aware Image Generation
Sooyeon Park, Hemraj Singh, Kyunghyun Min, Youngjae Yu, Sung-Bae Cho
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding
Yonggan Fu, Lexington Whalen, Abhinav Garg, Chengyue Wu, Maksim Khadkevich, Nicolai Oswald, Enze Xie, Daniel Egert, Sharath Turuvekere Sreenivas, Shizhe Diao, Chenhan D. Yu, Ye Yu, Weijia Chen, Sajad Norouzi, Jingyu Liu, Shiyi Lan, Ligeng Zhu, Jin Wang, Jindong Jiang, Morteza Mardani, Mehran Maghoumi, Song Han, Ante Jukić, Nima Tajbakhsh, Jan Kautz, Pavlo Molchanov
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
NestedKV: Nested Memory Routing for Long-Context KV Cache Compression
Hong Chen, Xiang Liu, Yubo Gao, Yuxuan Fan, Bo Wang, Yuanlin Chu, Yuanguo Lin, Xuming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Neuro-Symbolic Reasoning with External Inference Tools Mitigates Bias from Sub-Formula Level Logical Structure
Ryo Hasegawa, Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学
2026 · EMNLP
Neuronal Redundancy Reduction and Collaborative Learning for Parameter-Efficient Mixture-of-Experts
Cheng Ding, Qin Chen, Jie Zhou, Hongjian Zhan, Liang He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
New Intent Discovery: From Local Relations to Global Structure
Peng Chen, Bang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
NimbleMoE: Collaboration-Aware Expert Merging with Sparse Compensation for Efficient Mixture-of-Experts LLMs
Zhiyuan Ning, Xiaoran Liu, Ruge Xu, Xinfei Guo, Ziwei He, Xipeng Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
No Matter Who You Are: Addressivity and Sycophancy in Large Language Models
Seungjong Sun, Hyunmin Jun, Minsik Yoon, Eungu Lee, Choongwon Kang, Young Seok Woo, Jang Hyun Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
No Training, No Architecture Change: Per-Cell Warm-Up Calibration for LLM Agent Memory
Wenwen Liao, Yuansong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Noise Adaptive Streaming Audio-Visual Speech Token Enhancement for Robust Full-Duplex Spoken Dialogue Models
Bella Godiva, Yeonju Kim, Yong Man Ro
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Noisy Test-Time Reinforcement Learning for Code LLMs
Xikai Yang, Hieu Trung Nguyen, Dunyuan Xu, Yuzhi Zhao, Jinpeng Li, Wenao Ma, Pheng-Ann Heng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Not All Evidence Is Equal: Source-Sensitive Calibration in Large Language Models
Sercan Karakaş, Yusuf Şimşek
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Not All Memories Are Equal: Hierarchical Collaborative Memory for Validity-Aware Retrieval in LLM Agents
Yufei Shi, Rujing Yao, Ang Li, Yang Wu, Zhuoren Jiang, Xiaozhong Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Not All Preferences Deserve Gradients: Understanding Gradient Utility in Offline Reasoning Alignment
Hui Wu, Hengyi Cai, Jinman Zhao, Xinran Chen, Ziheng Li, Zhejun Zhao, Shuaiqiang Wang, Yuchen Li, Dawei Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Not All Prompts Are Equal: Exploration-Guided Prompt Scaffolding for Multimodal Reinforcement Post-Training
Yuanhao Yue, Qianli Ma, Chengyu Wang, Haoting Wang, Lei Shen, Jun Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Not All Queries Are Equal: Query-Type-Aware Mixture-of-Experts for Temporal Knowledge Graph Forecasting
Rong Ma, Bo Ma, Yating Yang, Xi Zhou, Lei Wang, Rui Dong, Ahtamjan Ahmat, Zhen Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Synergizing-Oriented Multi-Turn Reinforcement Learning
Yansong Ning, Wei Li, Jun Fang, Naiqiang Tan, Hao Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Not All or None: Dynamic Construction of Target-aware Memory Graph for Conversational Stance Detection
Yifan Xiang, Bin Liang, Yuqi Huang, Ruifeng Xu, Kam-Fai Wong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Not Just the Destination, But the Journey: Reasoning Traces Causally Shape Generalization Behaviors
Pengcheng Wen, Yanxu Zhu, Jiapeng Sun, Han Zhu, Yujin Zhou, Chi-Min Chan, Yike Guo, Sirui Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Not What, But How: A Communicative Audit of LLM Response Framing
Siddhesh Milind Pawar, Sarah Masud, Haneul Yoo, Alice Oh, Isabelle Augenstein
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Not all Negation Cues are Equal: Affixal Negations Yield Better Negation Understanding
Tian Tan, Eduardo Blanco
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Nullify: Null-Space Activation Steering for Training-Free LLM Unlearning
Wei Zhai, Xiang Liu, Qiang Huang, Rui Qian, Lemao Liu, Ziwei Li, Ziqi Wang, Zhitao Huang, Dejing Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OBJECTION! Lawyer Agents Mitigate Guilty Bias in Legal Judgment Prediction
Jaehoon Jeong, Jay-Yoon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OBLIQ-IR: Training a Dense Retriever for Oblique Queries
Mahmoud Abdalla, Abdelrahman Abdallah, Shaimaa Sedek, Adam Jatowt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OCGQuant: Outlier-Companion Grouping for NVFP4 Quantization
Yishan Yao, Binjun Li, Hanling Yi, Pengyu Li, Xiaoqing Liu, Zihan Yang, Xiaotian Yu, Zhiwen Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OLIVIA: Online Learning via Inference-time Action Adaptation
Sheldon Yu, Junda Wu, Xintong Li, Nikki Lijing Kuang, Sizhe Zhou, Tong Yu, Jiawei Han, Jingbo Shang, Julian McAuley
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OP-Bench: Benchmarking Over-Personalization for Memory-Augmented Personalized Conversational Agents
Yulin Hu, Zimo Long, Jiahe Guo, Xingyu Sui, Xing Fu, Weixiang Zhao, Yanyan Zhao, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OS-Marathon: Benchmarking Computer-Use Agents on Vast-Horizon, Repetitive Tasks
Jing Wu, Wenjie Ai, Daphne Barretto, Yiye Chen, Qingyu Chen, Yuhang He, Pranit Chawla, Nicholas Gydé, Yanan Jian, Vibhav Vineet
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OSCAR: Optimization-Steered Agentic Planning for Composed Image Retrieval
Teng Wang, Rong Shan, Jianghao Lin, Junjie Wu, Tianyi Xu, Jianping Zhang, Wenteng Chen, Changwang Zhang, Zhaoxiang Wang, Xingyu Lou, Weinan Zhang, Jun Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OSPD: On-Policy Self-Distillation for Persona-Consistent Dialogue
Rui Xu, Yikai Zhang, Aili Chen, Zicheng Zhao, Xu Yinghui, Libo Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OSynth: A Longitudinal, Context-Sensitive Evaluation of Meeting Understanding
Ian Porada, Suraj Tripathi, Chaitanya Animesh, Leda Sari, Chaitanya Narisetty, Austin R Matthews, Bohan Yu, Ramesh L Thulasiram, Gregory Sell, KK Chin, Dmitriy Genzel
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OUTLETS: Output-Length Prediction from Speculative Decoding Backbones
Weihuang Wen, Yingying Liu, Yichuan Liu, Wenqi Zeng, Li Zhou, Chumin Sun, Jie Sun, Tianshu Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OVLAFND: Open-Vocabulary Logic-Aware Fake News Detection
Xiaoya Fang, Lin Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OVO-S-Bench: A Hierarchical Benchmark for Streaming Spatial Intelligence in Multimodal LLMs
Yifei Li, Pengyiang Liu, Yuhang Zang, Zhongyue Shi, Qi Fu, Hongye Hao, Jiwen Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ObGynLongBench: Revealing the Evidence-to-EHR Gap in Longitudinal EHR Decision-Making
Jun Xiang, Zhijie Bao, Hu Rong, Kaizhou Qin, Wei Chen, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
ObSchema: From Local Observations to Global Entity Attribute Schemas in Scientific Literature
Xueqiang Xu, Wonbin Kweon, Jimeng Shi, Runchu Tian, Yunfan Kang, Wei Hu, Shaowen Wang, Jiawei Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Object Presence Is Not Relation Evidence: Relation-Grounded Faithful Reasoning for Multimodal Large Language Models
Xiyao Dong, Yilong Chen, Xiaojin Zhang, Kun He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Objective vs. Search: Decomposing What Makes a Good Tokeniser
Ahmetcan Yavuz, Clara Meister, Tiago Pimentel
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Oblivion: Self-Adaptive Agentic Memory Control through Decay-Driven Activation
Ashish Rana, Chia-Chien Hung, Qumeng Sun, Julian Martin Kunkel, Carolin Lawrence
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Observable Patterns Are Not Explanations: A Causal-Geometric Analysis of Latent Reasoning Models
Darpan Aswal, Thomas Palmeira Ferraz, Yongxin Zhou, Maxime Peyrard
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OceanGym: Evaluating Language-Grounded Embodied Agents in Underwater Environments
Yida Xue, Mingjun Mao, Xiangyuan Ru, Yuqi Zhu, Baochang Ren, Shuofei Qiao, Mengru Wang, Shumin Deng, Xinyu An, Ningyu Zhang, Guozhou Zheng, Ying Chen, Huajun Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OffSeeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents
Yuhang Zhou, Kai Zheng, Qiguang Chen, Mengkang Hu, Qingfeng Sun, Can Xu, Jingjing Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OmniACBench: A Benchmark for Evaluating Context-Grounded Acoustic Control in Omni-Modal Models
Seunghee Kim, Bumkyu Park, Kyudan Jung, Joosung Lee, Soyoon Kim, Jeonghoon Kim, Taeuk Kim, Hwiyeol Jo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OmniDenoise: Diffusion MultiModal LLMs for Omni-Modal Understanding and Prediction
Xianfeng Wu, Yuhang Chen, Jie Peng, Jinhao Duan, Tianlong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OmniHalluc-L: Counterfactual Benchmarking and Modality-Perturbation Calibration for Long-Form Omni Hallucination
Zixuan Dong, Jiafu Tang, Zhide Lei, Zhe Cao, Zijie Zhang, Yanghai Wang, Shihao Li, Xiaodong Wang, Baoyun Peng, Jiaheng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OmniInteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants
Xudong Lu, Xueying Li, Annan Wang, Yang Bo, Jinpeng Chen, Zengliang Li, Nianzu Yang, Rui Liu, Xue Yang, Jingwen Hou, Hongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OmniReasoner: Thinking with Long Audio-Video via Native Tool Use
Yu Chen, Qiufeng Wang, Caorui Li, Ziyu Xiong, Yi-Dong Wang, Mingqi Gao, Shuman Liu, Biao Liu, Chunfeng Yang, Anxiang Zeng, Haibo Zhang, Chaofan Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OmniRetriever: Any-to-Any Audio-Video-Text Retrieval via Fusion-as-Teacher Distillation
Yunze Liu, Chi-Hao Wu, Enmin Zhou, Junxiao Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OmniV-Med: A Scalable Training Recipe for Unified Medical Vision-Language Understanding
Songtao Jiang, Yuan Wang, Chenyi Zhou, Tianxiang Hu, Fucheng Niu, Zuozhu Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Omnilingual MT: Machine Translation for 1,600 Languages
Belen Alastruey, Niyati Bafna, Andrea Caciolai, Kevin Heffernan, Artyom Kozhevnikov, Christophe Ropers, Eduardo Sánchez, Charles-Éric Saint-James, Ioannis Tsiamas, Xiang Tony Cao, Chierh Cheng, Joe Chuang, Paul-Ambroise Duquenne, Mark Duppenthaler, Cynthia Gao, Pere-Lluís Huguet Cabot, João Maria Janeiro, Jean Maillard, Gabriel Eduardo Mejia-Gonzalez, Holger Schwenk, Edan Toledo, Arina Turkatenko, Albert Ventayol-Boada, Ravi Arikapudi, Nathanial Paul Ekberg, Rashel Moritz, Alexandre Mourachko, Surya Parimi, Mary Williamson, Shireen Yates, David Dale, Marta R. Costa-jussà
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
On the (In)effectiveness of AMR Augmentation for Large Language Models
Hoa Quynh Nhung Nguyen, Jacopo Staiano, Michael Sullivan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
On the Context Sensitivity of LLM Moral Judgment
Adrian Sauter, Mona Schirmer
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
On the Design Fundamentals of Pixel Text Representation Learning
Chaohao Yuan, Ruifeng Yuan, Zhuoxu Huang, Yu Rong, Hong Cheng, Hou Pong Chan, Chenghao Xiao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
On the Efficiency-Safety Dilemma in Large Reasoning Models
Yifei Yang, Zouying Cao, Xingrui Wang, Xiao Zhou, Yuexian Li, Dongjie Yang, Hai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
On the Optimality of Kinship Naming: an Information-theoretic Approach
Phong Le, Mees Lindeman, Raquel G. Alhama
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
On the Robustness of Knowledge Editing for Detoxification
Ming Dong, Shiyi Tang, Ziyan Peng, Guanyi Chen, Tingting He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
On the Role of Citations in Preference Data
Yu Hou, Hal Daumé III, Rachel Rudinger, William Gantt Walden
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
On the Role of Supporting Evidence in LLM Reasoning: A Causal Analysis of Legal QA with Activation Patching
Dalmo Buzato, Fernanda Sathler Rocha Franco, Caio Alves Caldeira, Isabela Carolina Ribeiro Santos, Evandro L. T. P. Cunha, Pedro Calais, Wagner Meira Jr., Anisio Lacerda
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
On the Sensitivity of Instruction-tuned LLMs to Harmful Sentences in Long Inputs
Faeze Ghorbanpour, Alexander Fraser
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
On-Policy Distillation with Curriculum Turn-level Guidance for Multi-turn Agents
Gengsheng Li, Mao Zheng, Mingyang Song, Ruiqi Liu, Tianyu Yang, Jie Sun, Qiyong Zhong, Dan Zhang, Haiyun Guo, Junfeng Fang, Jinqiao Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Once a Tree, Always a Tree? Cross-lingual Transfer of Hierarchical Generalization in Language Models
Shin Yamaguchi, Masaya Taniguchi, Tatsuki Kuribayashi, Taro Watanabe, Yoshinobu Kano
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学 / 静岡大学 / 東北大学
2026 · EMNLP
One Example Is Enough to Pass Fairness Benchmarks: Rethinking Fairness Evaluation for Aligned LLMs
Naihao Deng, Samee Arif, Shuaichen Chang, Yulong Chen, Rada Mihalcea
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
One Form to Transfer Them All: Pretraining Multilingual Language Models Beyond Native Orthography
Muge Zhang, Aaron Jencks, Krishna Badikela, Yulia Tsvetkov, Sachin Kumar
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
One Forward Beats Two: InnerZoom for Accurate and Efficient GUI Grounding
Chen Liu, Ling Chen, Hanzhang Zhou, Liangyu Chen, Chenglin Cai, Xin Yu, Steven Hoi, Yue Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
One Frozen Simulator Is Not Enough: Simulator Collapse in Multi-Agent RL
Simon Yu, Nicholas Tomlin, Marwa Abdulhai, Derek Chong, Ximing Lu, Abe Bohan Hou, Dilara Soylu, Sergey Levine, Christopher D Manning, Weiyan Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
One Instruction Is a Benchmark: End-to-End Instruction-Following Evaluation with FlexBench
Yuchen Ge, Yizhao Sun, Wei He, Jinpeng Ou, Wenzhe Niu, Chengshun Shi, Huichuan Fan, Biao Ma, Shuo Huang, Xin Tian, Jiuchong Gao, Jinghua Hao, Renqing He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
One Model, Many Graphs: Learning over Attributed Graphs across Heterogeneous Modalities with Vision-Language Models
Jiayi Yang, Yifang Chen, Yuanfu Sun, Jiajin Liu, Qiaoyu Tan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
One Refusal Isn’t Enough: Multi-Turn Jailbreak Attacks on Large Language Models
Pagnarasmey Pit, Xingjun Ma, James Bailey, Eduard Hovy
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
One Size Does Not Fit All: Token-Wise Adaptive Compression for KV Cache
Liming Lu, Kaixi Qiu, Jiayu Zhou, Jushi Kai, Haoyan Zhang, Jingzhi Wang, Huanyu Wang, Bo Jiang, Jingwen Leng, Ziwei He, Zhouhan Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
One Trace Is Not Enough: Paired Probing for Runtime Backdoor Detection in Limited-Black-Box LLMs
Yansu Wang, Feiyan Chen, Rui Zhang, Kaizhu Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
One-Token Verification for Reasoning Correctness Estimation
Zhan Zhuang, Xiequn Wang, Zebin Chen, Feiyang Ye, Ying Wei, Kede Ma, Yu Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Only Pay What You Must Spend: On-Demand Privacy Budget Payment for Differentially Private RAG
Zhonghao Sun, Zhiliang Tian, Xinyue Fang, Shuo Ma, Juhua Zhang, Yiping Song, Dongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Ontology-Based Knowledge Graphs for Industrial Standards with Scope-Aware Logical Rule Structuring
Jiin Park, Hyuna Jeon, Yoonseo Lee, Misuk Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Ontology-Driven Structural Regularization for Document-Level Relation Extraction
Laura Menotti, Stefano Marchesin, Gianmaria Silvello
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
OntologyBench: Can Dense Retrieval Satisfy Structured Biomedical Constraints?
Xiao Yu Cindy Zhang, Wyeth Wasserman, Jian Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Opacity Is Not Privacy: Information-Constrained Latent Communication for Multi-Agent LLM Systems
Yao Gong, Long Xiang, Di Liang, Peiyang Liu, Zekai Lin, Mengze Hong, Xianjie Wu, Minlong Peng
Natural Language Processing
日本大学: 関与なし（対象大学）