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
LEAP: Likelihood Elicitation and Aggregation for LLM-based Probabilistic Forecasting
Yufei Chen, Yiran Zhao, Xiaogang Xu, Qipeng Xie, Jiafei Wu, Zhe Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LENS: Exploiting the Cross-View Stability Gap for Hallucination Mitigation in Medical Vision–Language Models
Dwarikanath Mahapatra, Abhijit Das, Sudipta Roy, Behzad Bozorgtabar, Imran Razzak
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LEVEE: Layer-wise Evaluation of Vector Encoding Effects: Bias Localization and Functional Separation across 11 LLMs
Dongmin Kim, Youhyun Shin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LIBERO-Para: A Diagnostic Benchmark and Metrics for Paraphrase Robustness in VLA Models
Chanyoung Kim, Minwoo Kim, Minseok Kang, Hyunwoo Kim, Dahuin Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LKV: End-to-End Learning of Head-wise Budgets and Token Selection for LLM KV Cache Eviction
Enshuai Zhou, Yifan Hao, Chao Wang, Rui Zhang, Di Huang, Jiaming Guo, Xing Hu, Zidong Du, Qi Guo, Yunji Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLM Abstention Can Be a Prompt Artifact, in Addition to Genuine Uncertainty
Zipeng Ling, Shuliang Liu, Yuehao Tang, Junqi Yang, Shenghong Fu, Seonil Son, Chen Huang, Kejia Huang, Yao Wan, Zhichao Hou, Xuming Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLM Agents as Computational Typologists
Changbing Yang, Christopher Hammerly, Freda Shi, Jian Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLM Cache Bandits with Query Heterogeneity for Cost-Efficient Inference
Hantao Yang, Hong Xie, Xutong Liu, Defu Lian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLM Explainability with Counterfactual Chains and Causal Graphs
Nirit Nussbaum-Hoffer, Nitay Calderon, Liat Ein-Dor, Roi Reichart
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLM Feedback for Topic Model with Preference Optimization and Contrastive Learning
Tung Nguyen, Dat Phan Trong, Linh Ngo Van, Duc Anh Nguyen, Dinh Thai Hoang, Diep Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLM Fine-tuning with an Unconstrained Fine-tuned Teacher
Jianhao Zhang, Ou Wu, Yi Du
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLM Reasoning for Machine Translation: Synthetic Data Generation over Thinking Tokens
Armel Randy Zebaze, Rachel Bawden, Benoît Sagot
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLM Summaries Systematically Distort Topic Distributions
Shreeya Nallagonda, Melissa Torgbi, Harish Tayyar Madabushi, Steven Schockaert
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models
Xi Zhu, Haochen Xue, Ziwei Zhao, Wujiang Xu, Ching-Yuen Huang, Minghao Guo, Qifan Wang, Kaixiong Zhou, Imran Razzak, Yongfeng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLM-Based Adversarial Persuasion Attacks on Fact-Checking Systems
João A. Leite, Olesya Razuvayevskaya, Kalina Bontcheva, Carolina Scarton
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLM-Powered Holistic Enhancement for Text-Attributed Graphs
Xiaotong Zhang, Haoliang Ming, Ze Wang, Han Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLM4LLM: Bridging Kernel Benchmarks and Real Deployment via Closed-Loop Agentic Optimization
Hui Zeng, Pengfei Yang, Yanxin Chen, Fusong Ju, Xinran Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLMpedia: A Transparent Framework to Materialize an LLM’s Encyclopedic Knowledge at Scale
Muhammed Saeed, Simon Razniewski
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLMs Infer Cultural Context but Fail to Apply It When Responding
Yisong Miao, Jian Zhu, Vered Shwartz
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLMs Learn Better In-Context from Rules than from Examples
Xiang Fu, Seungmin Cho, Yukyung Lee, Najoung Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLMs Regret Before They Say It: Early Detection and Compositional Architecture of Regret in Hidden States
Xiangxiang Cui, Shu Yang, Tianjin Huang, Wanyu Lin, Lijie Hu, Di Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback
Jenny Jiwon Kim, Maya Ajit, Sherry Gong, Soorya Ram Shimgekar, Dong Whi Yoo, Eshwar Chandrasekharan, Koustuv Saha
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LLaDA-Rec: Discrete Diffusion for Parallel Semantic ID Generation in Generative Recommendation
Teng Shi, Chenglei Shen, Weijie Yu, Shen Nie, Chongxuan Li, Xiao Zhang, Ming He, Jianping Fan, Jun Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LOKI: Locating Optimal Knock-In Points for Backdoor Attacks on Dense Retrievers
Qiqi Bao, Linzhi Feng, Yaguan Qian, Yanru Guo, Bin Wang, Zhaoquan Gu, Shouling Ji, Zhen Lei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LPFQA: A Long-Tail Professional Forum-based Benchmark for LLM Evaluation
Liya Zhu, Peizhuang Cong, Jingzhe Ding, Aowei Ji, Wenya Wu, Jiani Hou, Chunjie Wu, Xiang Gao, Jingkai Liu, Zhou Huan, XueLei Sun, Yang Yang, Jianpeng Jiao, Liang HU, Xinjie Chen, Jiashuo Liu, Tong Yang, Zaiyuan Wang, Ge Zhang, Wenhao Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LQ-Rewriter: Generative Reward Model-Guided Lazy Query Rewriting for Role-Playing Dialogue
Wei Song, Zheng Huang, Renyu Zhu, Runze Wu, Zhenya Huang, Yihuan Mao, Rongsheng Zhang, Tangjie Lv, Kai Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LSC-Pattern: Interpretable Lexical Semantic Change Analysis via Diachronic Sense Distributions
Zhidong Ling, Mamoru Komachi
Natural Language Processing
日本大学: 一橋大学
2026 · EMNLP
LTEM: LLM-Friendly Table-Enhanced Markdown for Table Understanding and Generation
Eunbin Kim, Hyeonseok Kang, Sangkeun Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LTS-VoiceAgent: A Listen-Think-Speak Framework for Efficient Streaming Voice Interaction via Semantic Triggering and Incremental Reasoning
Wenhao Zou, Yuwei Miao, Zhanyu Ma, Jun Xu, Jiuchong Gao, Renqing He, Jingwen Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LUMINA: LongitUdinal MultImodal reasoNing Agent for Medical Imaging
Zhaoqi An, Yunchang Xie, Xiaobing Yu, Yuyi Yang, Ahmad Chowdhury, Peijie Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LaPR: Latent Preference Reasoning for Generative Personalized Retrieval
Hanze Guo, Shunyu Zhang, Jiakai Tang, Jingwei Zhuo, Yi Zhang, Xuanping Li, Xiao Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Label Over Logic? How Source Cues Bias Human Fallacy Judgments More Than LLMs
Mahjabin Nahar, Nafis Irtiza Tripto, Aiping Xiong, Ting-Hao Kenneth Huang, Dongwon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Label-Free Post-hoc Alignment of Frozen Language Model Hidden States for Sentence-Similarity Retrieval
GangHo Lee, Yong-Gu Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Labels have Human Values: Value Calibration of Subjective Tasks
Mohammed Fayiz Parappan, Ricardo Henao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LadderEdit: Edit-Level Residual Compression for Memory-Efficient Lifelong Editing of LLMs
Xiaobing Yu, Peijie Qiu, Jin Yang, Xuanzhao Dong, Weiwei Ma, Zhaoqi An, Xiaoqi Zhao, Xiaofeng Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LangMAP: A Language-Adaptive Approach to Tokenization
Clara Meister, Suchir Salhan, Andrzej Szablewski, Pietro Lesci, Paula Buttery, Tiago Pimentel
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LangMARL: Natural Language Multi-Agent Reinforcement Learning via Semantic Credit Assignment
Huaiyuan Yao, Longchao Da, Xiaoou Liu, Charles Fleming, Tianlong Chen, Hua Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Language Chain in Alignment: Cross-lingual Ranking Preference Optimization
Seungyoon Lee, Minhyuk Kim, Jungseob Lee, Heuiseok Lim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Language Diffusion Models are Associative Memories Capable of Retrieving Unseen Data
Bao Pham, Mohammed J Zaki, Luca Ambrogioni, Dmitry Krotov, Matteo Negri
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Language Identification for Non-Standard Varieties: Language Varieties as Geolects on a Geodesic Grid
Sina Ahmadi, Rico Sennrich
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Language Model Maps for Prompt-Response Distributions via Log-Likelihood Vectors
Momose Oyama, Yusuke Takase, Hidetoshi Shimodaira
Natural Language Processing
日本大学: 京都大学
2026 · EMNLP
Language Proficiency Assessment from Eye Movements in Naturalistic Passage Reading
Shachar Frenkel, Ido Falah, Omer Shubi, Yevgeni Berzak
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Language Shapes Instruction Hierarchy Compliance in Multilingual LLMs
Jiwon Moon, Yerin Hwang, Kyomin Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Language-Switching Triggers Take a Latent Detour Through Language Models
Francis Kulumba, Wissam Antoun, Théo Lasnier, Benoît Sagot, Djamé Seddah
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Large Language Models Systematically Favor Popular Options: Evidence and Mitigation Across MCQs
Abdelrahman Abdallah, Mohammed Ali, Bhawna Piryani, Mahmoud Abdalla, Adam Jatowt
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Large Language Models in Resolving Contextual Knowledge Conflicts
Xinye Yang, Zhenyang Liu, Ruisi Li, Yuanyuan Lei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Large Reasoning Models Learn Better Alignment from Flawed Thinking
ShengYun Peng, Pin-Yu Chen, Eric Michael Smith, Song Jiang, Hongyuan Zhan, Haozhu Wang, Mahesh Pasupuleti, Duen Horng Chau, Jianfeng Chi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Last But Not Least: Boundary Attention CalibratiON for Multimodal KV Cache Compression
Tianhao Chen, Yuheng Wu, Kelu Yao, Xiaogang Xu, Xiaobin Hu, Dongman Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning
Songze Li, Zhiqiang Liu, Zhaoyan Gong, Zhongpu Bo, Zhengke Gui, Lei Liang, Huajun Chen, Wen Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Last Step Matters: Early Uncertainty Cannot Predict Failure in Long-Horizon Agents
Zongyue Li, Chengyue Yu, Lei Zang, Chenyi Zhuang, Linjian Mo, Leilei Gan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LatCom: Cross-Agent Latent Compression for Efficient Multi-Agent Collaboration
Shinan Zhang, Tao Zhang, Qihui Zhu, Mengjie Zhang, Dong Jin, Yunpeng Hou, Shuangwu Chen, Xiaobin Tan, Quan Zheng, Jianyang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Latent Bridges for Multi-Table Question Answering
Simone Varriale, Tamara Cucumides, Floris Geerts, Paolo Papotti
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Latent Ordinal Evidence, Misaligned Outputs: Inference-Time Ordinal Lens Alignment for Multimodal LLMs
Haiming Li, Yingsheng Liu, Jingmin Zhu, Siyuan Yan, Xieji Li, Jiajun Sun, Zongyuan Ge, Zhen yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Latent Task Embedding: Geometric Expansion for Single-Path Multi-Task PEFT
Junhyun Lee, Seoha Song, Dhananjaya Gowda
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Latent Thoughts, Certain Gains: Bayesian Optimization for LLM Reasoning
Xin Xiao, Jiang Zhong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Latent-GRPO: Group Relative Policy Optimization for Latent Reasoning
Jingcheng Deng, Zihao Wei, Liang Pang, Junhong Wu, Shicheng Xu, Zenghao Duan, Huawei Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Latent-SFT: LLM Latent Reasoning as Chain of Superposition
Jingcheng Deng, Liang Pang, Zihao Wei, Shicheng Xu, Zenghao Duan, Kun Xu, Yang Song, Huawei Shen, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LatentEvolve: Self-Evolving Test-Time Scaling in Latent Space
Fanci Meng, Guibin Zhang, Zherui Li, Kun Wang, Zhenfei Yin, Shuicheng Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LatentMem: Customizing Latent Memory for Multi-Agent Systems
Muxin Fu, Xiangyuan Xue, Yafu Li, Zefeng He, Siyuan Huang, Xiaoye Qu, Yu Cheng, Yang Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LatentRevise: Learning from Zero-Hit Reasoning
YiQiu Guo, Xueting Han, Qi Jia, Guangtao Zhai, Jing Bai
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LatticeMind: A Conflict-Aware Memory Primitive for Multi-Agent Systems
Heng Zhou, Lian Zhang, Yutao Fan, Tiancheng He, Siki Chen, Hejia Geng, Philip Torr, Zhenfei Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Layer-Order Inversion: Rethinking Latent Multi-Hop Reasoning in Large Language Models
Xukai Liu, Ye Liu, Jipeng Zhang, Yanghai Zhang, Kai Zhang, Qi Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Layer-wise Curriculum Learning for Efficient LLM Compression
Donggeon Lee, Dooyeon Na, Seungmin Oh, Jongbin Ryu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Layer-wise Target Propagation: Efficient Component Attribution through Target Centric Propagation
Lasse M. Jantsch, Dong-Jae Koh, Seonghyeon Lee, Young-Kyoon Suh
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning Concepts, Not Tokens: Self-Supervised Semantic Alignment for Language Models
Christine Zhang, Dan Jurafsky, Chen Shani
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning Diagnostic Clarifying Questions for Conversational Question Answering via Data-Efficient Dynamic Distillation
Jihyeong Jeon, Cheol Ryu, U Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning How to Align: Elastic Domain Adaptation for Improving Reasoning Robustness of Large Language Models
Yujie Hou, Mei Wang, Yaoyao Zhong, Guozhang Li, Qiannan Zhu, Hua Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning Interaction-Centric Capability Representation for LLM Tool Calling
Hanyi Wang, Ruihan Jin, Jinyang Wu, Zhengqi Wen, Jianhua Tao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning Personalized Prompts for Healthcare Guidance
Ruize Shi, Hong Huang, Wei Zhou, Kehan Yin, Kai Zhao, Yun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation
Changze Lv, Jie Zhou, Wentao Zhao, Jingwen Xu, Shihan Dou, Zisu Huang, Muzhao Tian, Xiaohua Wang, Yang Liu, Pluto Zhou, Tao Gui, Le Tian, Zhou Xiao, Xiaoqing Zheng, Xuanjing Huang, Jie Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning User Simulators with Turing Rewards
Yingshan Susan Wang, Cedegao E. Zhang, Linlu Qiu, Zexue He, Pengyuan Li, Alex Pentland, Roger P. Levy, Yoon Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning What to Retain: Gated-Memory Routing for Efficient Collaboration in Multi-Agent LLM Systems
Rakibul Hasan Rajib, Mengxin Zheng, Qian Lou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning What to Share and What to Personalize: Hierarchical Strategy Co-Evolution for Agent Memory
Yupeng Han, Shuochen Liu, Kai Zhang, Ze Liu, Zhihong Pan, Xianquan Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning an Efficient Multi-Turn Dialogue Evaluator from Multiple LLM Judges
Yuqi Tang, Kehua Feng, Yunfeng Wang, Zhiwen Chen, Chengfei lv, Gang Yu, Qiang Zhang, Keyan Ding, Huajun Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning the Cue or Learning the Word? Analyzing Generalization in Metaphor Detection for Verbs
Sinan Kurtyigit, Sabine Schulte im Walde, Alexander Fraser
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning to Better Exploit Visual Evidence for Multimodal Entity Linking
Yingyao Ma, Han Wang, Yuning Wu, Yifan Xue, Jiasong Wu, Lotfi Senhadji, Huazhong Shu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning to Detect Unseen Jailbreak Attacks in Large Vision-Language Models
Shuang Liang, Zhihao Xu, Jiaqi Weng, Jialing Tao, Hui Xue, Xiting Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning to Evict: Policy-Driven KV Cache Optimization for Multi-Hop Multimodal Spatial Reasoning
Jiale Chang, Ying Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning to Explore the Crux in Formal Theorem Proving
Linhan Li, Wenyao Cui, Gong-Duo Zhang, Lihong Gu, Lin Zhou, Jianyun Shang, Huaping Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning to Reason Before Masking for Referring Audio-Visual Segmentation
Zhixuan Wu, Ye Ni, Yiming Chen, Wenyuan Gu, Bo Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning to Remember: End-to-End Training of Memory Agents for Long-Context Reasoning
Kehao Zhang, Shangtong Gui, Sheng Yang, Chen Wei, Yang Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning to Retrieve: Dual-Level Long-Term Memory for Text-to-SQL Agents
Yibo Wang, Nikki Lijing Kuang, Philip S. Yu, Zhewei Yao, Yuxiong He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning to Think Like a Cartoon Captionist: Incongruity–Resolution Supervision for Multimodal Humor Understanding
Hatice Merve Vural, Doğa Kukul, Ege Erdem Özlü, Demir Ekin Arıkan, Bob Mankoff, Erkut Erdem, Aykut Erdem
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Learning to Zoom Efficiently with a Contrastive Curriculum
Falko Helm, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Left-Branching Transformers Excel at Right-Branching Languages: Data Shapes Word Order Preferences in Language Models
Varvara Arzt, Allan Hanbury, Terra Blevins
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents
Wei Fan, Tianshi Zheng, Yiran HU, Zheye Deng, Weiqi Wang, Baixuan Xu, Chunyang Li, Haoran Li, Weixing Shen, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LegalWorld: A Life-Cycle Interactive Environment for Legal Agents
Songhan Zuo, Shengbin Yue, Tao Chiang, Guanying LI, Yun Song, Xuanjing Huang, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Legible but Not Localized: Jailbreak Geometry in Mixture-of-Experts Language Models Is Attack-Specific
Yubin Im, Myeonghyun Kim, Seongmin Kim, Haehyun Cho
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Length and Meaning for Language Model Maps
Momose Oyama, Ryo Kishino, Hiroaki Yamagiwa, Hidetoshi Shimodaira
Natural Language Processing
日本大学: 京都大学
2026 · EMNLP
Length-Adaptive Decoding for Masked Diffusion Machine Translation
Yan Zhan, Mengkai Hou, Wanting Zhang, Zhijun Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Less Is Moral: A CHARMing Framework for Moral Foundations Detection in Endorsement Behaviour
Huixiang Fu, Marian-Andrei Rizoiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Less Uniform Discrete Diffusion is More Powerful and Scalable
Kaibo Wang, Ding Ding, Fangyu Ding, Zijin Feng, Han Shi, Haoli Bai, Jiacheng Sun, Yang Xiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Less is MoE: Trimming Experts in Domain-Specialist Language Models
Haoze He, Xinkai Zou, Xuan Jiang, Xingyuan Ding, Ao Qu, Juncheng B Li, Heather Miller
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Lessons Without Borders? Evaluating Cultural Alignment of LLMs Using Multilingual Story Moral Generation
Sophie Wu, Andrew Piper
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Let Them Steal: Trapping Large Language Model Extraction Attacks with Knowledge Honeypot
Yuyang Dai, Yushun Dong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Leveraging Routing Dynamics in Mixture-of-Experts Models for Efficient Language Adaptation
Aditi Khandelwal, Marius Mosbach, Verna Dankers, Siva Reddy, Golnoosh Farnadi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LexAgentHallu: A Hierarchical Benchmark for Profiling Hallucinations in Legal Agents
Yujin Zhou, Mingxuan Zheng, Chuxue Cao, Huang Yidan, Jiale Chen, Yike Guo, Sirui Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LexPath: A Domain-Oriented Multi-Path Framework for Legal Article Retrieval
Weixuan Liu, Qingfeng Zhuge, Xuyang Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
LexRubric: A Rubric-Guided Diagnostic Benchmark for Open-Ended Legal Tasks
Yifan Chen, Haitao Li, Yiran HU, Kaisong Song, Jun Lin, Yueyue Wu, Qingyao Ai, Min Zhang, Yiqun Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · EMNLP
Lexical Completion from Visual Evidence for Multimodal Topic Modeling
Dayu Guo, Zhiwen Luo, Nizar Bouguila, Wentao Fan
Natural Language Processing
日本大学: 関与なし（対象大学）