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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
Communicating in Emergent Language with an Induced Morphological Phrasebook
Brendon Boldt, David R. Mortensen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Communication-Efficient Desire Alignment for Proactive Embodied Human–Agent Interaction
Yuanfei Wang, Xinju Huang, Fangwei Zhong, Yaodong Yang, Yizhou Wang, Yuanpei Chen, Hao Dong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Community-Aware Assessment of Social Textual Engagement and Resonance: A Human-Centric Perspective on User-Generated Content Evaluation
Tianjiao Li, Kai Zhao, Xiang Li, Yang Liu, Huyang Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CompTab: A Comprehensive Benchmark for Real-World TableQA with Complex Reasoning and Irregular Tables
Zhen Yang, Wei Du, Jie Wang, Wenze Zhou, Xiangfeng Meng, Zhengyang Wang, Suping Sun, Ziwei Du, Haodong Zou, Jie Chen, Yongbin Liu, Shicheng Tan, Jiahao Ying, Shu Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Comparative Analysis of the Intrinsic Metrics for Tokenizers and their effect on Downstream Tasks for Hindi and Marathi
Shagun Dwivedi, Kaushik Gopalan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Comparing human and language models sentence processing difficulties on complex structures
Samuel Joseph Amouyal, Aya Meltzer-Asscher, Jonathan Berant
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Compatibility-Aware Dynamic Fine-Tuning for Large Language Models
Yucheng Zhou, Junwei Sheng, Qianning Wang, Jianbing Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Compete to Complete: Co-opetition Adversarial Learning for Retrieval-Augmented Generation
Xin Liu, Yu-An Liu, Ruqing Zhang, Yixing Fan, Lixin Su, Jiafeng Guo, Xueqi Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors
Rui Yin, Tianxu Han, Naen Xu, Changjiang Li, Ping He, Chunyi Zhou, Jun Wang, Zhihui Fu, Tianyu Du, Jinbao Li, Shouling Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Compositional Steering of Large Language Models with Steering Tokens
Gorjan Radevski, Kiril Gashteovski, Giwon Hong, Carolin Lawrence, Goran Glavaš
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Compressing LLM Knowledge into Graph Representations for Text-attributed Graphs Learning
Runhuai Chen, Dian Shen, Dandan Zhang, Kaihong Huang, Linghui Meng, Beilun Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding
Da Li, Yuxiao Luo, Keping Bi, Jiafeng Guo, Wei Yuan, Biao Yang, Yan Wang, Fan Yang, Tingting Gao, Guorui Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models
Xin Cheng, Wangding Zeng, Damai Dai, Qinyu Chen, Bingxuan Wang, Zhenda Xie, Kezhao Huang, Xingkai Yu, Zhewen Hao, Han Zhang, Yu-Kun Li, Huishuai Zhang, Dongyan Zhao, Wenfeng Liang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ConfSpec: Efficient Step-Level Speculative Reasoning via Confidence-Gated Verification
Siran Liu, Zane Cao, Yongchao He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Confidence Should Be Calibrated More Than One Turn Deep
Zhaohan Zhang, Chengzhengxu Li, Xiaoming Liu, Chao Shen, Ziquan Liu, Ioannis Patras
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Confident, Calibrated, or Complicit: Safety Alignment and Ideological Bias in LLM Hate Speech Detection
Sanjeevan Selvaganapathy, Mehwish Nasim
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Conflict-Aware Memory for Embodied Agents: Enhancing Vector Data Quality via Detection Rules
Kexin Ma, Haotian Wang, Shenglin Chen, Yishuai Cai, Huangyuyu, Ruochun Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Conjunctive Prompt Attacks in Multi-Agent LLM Systems
Nokimul Hasan Arif, Qian Lou, Mengxin Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ConlangCrafter: Constructing Languages with a Multi-Hop LLM Pipeline
Morris Alper, Moran Yanuka, Raja Giryes, Gasper Begus
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ConsistRM: Improving Generative Reward Models via Consistency-Aware Self-Training
Yu Liang, Liangxin Liu, Longzheng Wang, Wangyan, Zhang Yueyang, Long Xia, Zhiyuan Sun, Daiting Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration
Yang Zhao, Yangou Ouyang, Xiao Ding, Hepeng Wang, Bibo Cai, Kai Xiong, Jinglong Gao, Zhouhao Sun, Li Du, Bing Qin, Ting Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Constructing Interpretable Features from Compositional Neuron Groups
Or David Shafran, Atticus Geiger, Mor Geva
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Constructing coherent spatial memory in LLM agents through graph rectification
Puzhen Zhang, Xuyang Chen, Yu Feng, Yuhan Jiang, Liqiu Meng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance
Haoran Li, Yulin Chen, Huihao Jing, Wenbin Hu, Tsz Ho Li, Chanhou Lou, Hong Ting Tsang, Sirui Han, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Contextual Relevance and Adaptive Sampling for LLM-Based Document Reranking
Jerry Huang, Siddarth Madala, Cheng Niu, Julia Hockenmaier, Tong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Continuous Interpretive Steering for Scalar Diversity
Ye-eun Cho
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ContrastKV: Robust KV Cache Eviction via Contrastive Signal Fusion for Multi-Query Generalization
Xingchi Chen, Peiyuan Zong, Ziqiang Gao, Qing Li, Yong Jiang, Fa Zhu, Hui Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
ControlAudio: Tackling Text-Guided, Timing-Indicated and Intelligible Audio Generation via Progressive Diffusion Modeling
Yuxuan Jiang, Zehua Chen, Zeqian Ju, Yusheng Dai, Weibei Dou, Jun Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Controllable Contamination Detection for Reliable LLM Evaluation with Statistical Guarantees
Zheng Zhang, Qi Liu, Siyuan Liang, Ning Li, Zirui Hu, Weibo Gao, Rui Li, Zhenya Huang, Leszek Rutkowski, Baosheng Yu, Dacheng Tao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Controllable LLM Reasoning via Sparse Autoencoder-Based Steering
Yi Fang, Wenjie Wang, Mingfeng Xue, Boyi Deng, Fengli Xu, Dayiheng Liu, Fuli Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human–Agent Interaction
Zisu Huang, Muzhao Tian, Xiaohua Wang, Jingwen Xu, Zhengkang Guo, Qi Qian, Kaitao Song, Jiakang Yuan, Changze Lv, Xiaoqing Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Controlling Distributional Bias in Multi-Round LLM Generation via KL-Optimized Fine-Tuning
Yanbei Jiang, Amr Keleg, Ryandito Diandaru, Jey Han Lau, Lea Frermann, Biaoyan Fang, Fajri Koto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Controlling Multimodal Conversational Agents with Coverage-Enhanced Latent Actions
Yongqi Li, Hao Lang, Tieyun Qian, Yongbin Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification
Qisheng Hu, Quanyu Long, Wenya Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CoreCodeBench: Decoupling Code Intelligence via Fine-Grained Repository-Level Tasks
Lingyue Fu, Hao Guan, Bolun Zhang, Haowei Yuan, Yaoming Zhu, Lin Qiu, ZongYu Wang, Xuezhi Cao, Xunliang Cai, Weiwen Liu, Weinan Zhang, Yong Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CoreGaze: Core Subgraph-Driven Visual Gaze Diffusion for Training-Free Referring Multimodal Large Language Models
Xiaoyang Yi, Jing Chen, Yuru Bao, Jian Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Corpus-Dependent Subcharacter Encoding via HMM-Guided Code Assignment
Tatsuya Hiraoka
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学
2026 · ACL
Correct When Paired, Wrong When Split: Decoupling and Editing Modality-Specific Neurons in MLLMs
Tingchao Fu, Wenkai Wang, Fanxiao Li, Huadong Zhang, Jinhong Zhang, Dayang Li, Yunyun Dong, Renyang Liu, Wei Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
Jiayu Liu, Cheng Qian, Zhaochen Su, Qing Zong, Shijue Huang, Bingxiang He, Yi R. Fung
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Counteracting the Matthew Effect in Self-Improvement of LVLMs through Head-Tail Re-balancing
Xin Guo, Zhiheng Xi, Yiwen Ding, Yitao Zhai, Xiaowei Shi, Xunliang Cai, Tao Gui, Qi Zhang, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Credal Concept Bottleneck Models for Epistemic–Aleatoric Uncertainty Decomposition
Tanmoy Mukherjee, Thomas Bailleux, Pierre Marquis, Zied Bouraoui
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit
Kangyu Wang, Zhiyun Jiang, Haibo Feng, Weijia Zhao, Lin Liu, Jianguo Li, Zhenzhong Lan, Weiyao Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization
Zhongyuan Peng, Yifan Yao, Kaijing Ma, Shuyue Guo, Yizhe Li, Yichi Zhang, Chenchen Zhang, Yifan Zhang, Zhouliang Yu, Luming Li, Minghao Liu, Yihang Xia, Jiawei Shen, Yuchen Wu, Yixin Cao, Zhaoxiang Zhang, Wenhao Huang, Jiaheng Liu, Ge Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Critical-CoT: A Robust Defense Framework against Reasoning-Level Backdoor Attacks in Large Language Models
Vu Tuan Truong, Long Bao Le
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CrochetBench: Can Vision-Language Models Move from Describing to Doing in Crochet Domain?
Peiyu Li, Xiaobao Huang, Ting Hua, Nitesh V Chawla
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Cross-Examination Framework: A Task-Agnostic Diagnostic for Information Fidelity in Text-to-Text Generation
Tathagata Raha, Clement Christophe, Nada Saadi, Hamza A Javed, Marco AF Pimentel, Ronnie Rajan, Praveenkumar Kanithi
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs
Hongcheng Liu, Yuhao Wang, Zhe Chen, Pingjie Wang, Zhiyuan Zhu, Yixuan Hou, Yanfeng Wang, Yu Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality
Wei Li, Zhen Huang, Xinmei Tian
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Cross-Modal Taxonomic Generalization in (Vision-) Language Models
Tianyang Xu, Marcelo Sandoval-Castañeda, Karen Livescu, Greg Shakhnarovich, Kanishka Misra
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Cross-Prompt Automated Essay Scoring of Multiple Traits: Making Sense of the State of the Art
Shengjie Li, Vincent Ng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks
Xu Zhang, Hao Li, Zhichao Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Crosscoding Through Time: Tracking Emergence & Consolidation Of Linguistic Representations Throughout LLM Pretraining
Deniz Bayazit, Aaron Mueller, Antoine Bosselut
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains
Yi Su, Dian Yu, Linfeng Song, Juntao Li, Haitao Mi, Zhaopeng Tu, Min Zhang, Dong Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CuBridge: An LLM-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels
Xing Ma, Yangjie Zhou, Wu Sun, Zihan Liu, Jingwen Leng, Yun Lin, Shixuan Sun, Minyi Guo, Jin Song Dong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CuMA: Aligning LLMs with Sparse Cultural Values via Demographic-Aware Mixture of Adapters
Ao Sun, Xiaoyu Wang, Zhe Tan, Yu Li, Jiachen Zhu, Yuheng Jia, Shu Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Culinary Crossroads: A RAG Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation
Tianyi Hu, Andrea Morales-Garzón, Jingyi Zheng, Maria Maistro, Daniel Hershcovich
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Cultivating Forensic Reasoning for Generalizable Multimodal Manipulation Detection
Yuchen Zhang, Yaxiong Wang, Kecheng Han, Yujiao Wu, Lianwei Wu, Li Zhu, Zhedong Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Cultural Benchmarking of LLMs in Standard and Dialectal Arabic Dialogues
Muhammad Dehan Al Kautsar, Saeed Almheiri, Momina Ahsan, Bilal Elbouardi, Younes Samih, Sarfraz Ahmad, Amr Keleg, Omar El Herraoui, Kareem Elzeky, Abed Alhakim Freihat, Mohamed Anwar, Zhuohan Xie, Junhong Liang, Mohammad Rustom Al Nasar, Preslav Nakov, Fajri Koto
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Culture-Aware Machine Translation in Large Language Models: Benchmarking and Investigation
Zekun Yuan, Yangfan Ye, Xiaocheng Feng, Baohang Li, Qichen Hong, Yunfei Lu, Dandan Tu, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards
Youliang Yuan, Qiuyang Mang, Jingbang Chen, Hong Wan, Xiaoyuan Liu, Junjielong Xu, Jen-tse Huang, Wenxuan Wang, Wenxiang Jiao, Pinjia He
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Current Agents Fail to Leverage World Model as Tool for Foresight
Cheng Qian, Emre Can Acikgoz, Bingxuan Li, Xiusi Chen, Yuji Zhang, Bingxiang He, Qinyu Luo, Gokhan Tur, Dilek Hakkani-Tür, Yunzhu Li, Heng Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning
Jiaxi Bi, Tongxu Luo, Wenyu Du, Zhengyang Tang, Benyou Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
CxMP: A Linguistic Minimal-Pair Benchmark for Evaluating Constructional Understanding in Language Models
Miyu Oba, Saku Sugawara
Natural Language Processing
日本大学: 奈良先端科学技術大学院大学 / 東京大学
2026 · ACL
CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data
Zeyu Zhang, Kexuan Sun, Zheng Tang, Jens-S. Vöckler, Thien Huu Nguyen, Thuy Vu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DAC-Bench: A Decision-Aware Benchmark for Compositional Mobile GUI Tasks
Yuqing Zhang, Honghui Sheng, Xueyu Hu, Shengyu Zhang, Fei Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DARM: Distribution-Aware Reward Modeling by Alleviating Biases from Low Preference-Context Dependency Data
Shaofan Liu, Guoqiang Zhang, Shihan Dou, Huiyuan Zheng, Yiming Zhou, Junjie Ye, Shaowen Wang, Shichun Liu, Jiazheng Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DART: Disambiguation-Aware Reasoning for Video-guided Machine Translation
Boyu Guan, Chuang Han, Yang Zhao, Chengqing Zong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DE-CLIP: Few-Shot Anomaly Detection via Difference-Guided Embedding Editing
Yage Zhang, Yukun Jiang, Michael Backes, Yang Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling
Zhixuan Yang, Fu Zhang, Huangming Xu, Jingwei Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DEFT: Demystifying VLN Failures via a Unified Dual-View Explainability Framework for LLM-based Agents
Yawen Wang, Yihan Dai, Jianming Chen, Junjie Wang, Qing Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DFAMS: Dynamic-flow guided Federated Alignment based Multi-prototype Search
Zhibang Yang, Xinke Jiang, Rihong Qiu, Ruiqing Li, Yihang Zhang, Yue Fang, Yongxin Xu, Hongxin Ding, Xu Chu, Junfeng Zhao, Yasha Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DIA-HARM: Dialectal Disparities in Harmful Content Detection Across 50 English Dialects
Jason S Lucas, Matt Murtagh White, Ali Al-Lawati, Uchendu Uchendu, Adaku Uchendu, Dongwon Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection
Tianle Liu, Zhiliang Tian, Zhen Huang, Tianlun Liu, Jingyuan Huang, Zhaoning Zhang, Chengcheng Shao, Dongsheng Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs
Wenzhuo Xu, Zhipeng Wei, Zonghao Ying, Deyue Zhang, Dongdong Yang, Xiangzheng Zhang, Quanchen Zou
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management
Kai Yin, Xiangjue Dong, Chengkai Liu, Allen Lin, Lingfeng Shi, Ali Mostafavi, James Caverlee
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search
Guangming Qin, Yuhao Deng, Yukun Zhao, Zhenyang Li, Junfeng Wang, Dawei Yin, Ye Yuan, Guoren Wang, Yizhou Yan, Chengliang Chai, Lei Cao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency
Boyan Li, Ou Ocean Kun Hei, Yue Yu, Yuyu Luo
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DPDV: Dual-Pathway and Dual-View Representation Learning for Bridging Information Asymmetry in Text-Video Retrieval
Zequn Xie, Xin Liu, Fangming Feng, Boyun Zhang, Tao Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents
JunShuo Zhang, Chengrui Huang, Feng Guo, Zihan Li, Ke Shi, Menghua Jiang, Jiguo Yu, Shuo Shang, Shen Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DPWriter: Reinforcement Learning with Diverse Planning Branching for Creative Writing
Qian Cao, Yahui Liu, Wei Bi, Yi Zhao, Ruihua Song, Xiting Wang, Ruiming Tang, Guorui Zhou, Han Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DR-Arena: an Automated Evaluation Framework for Deep Research Agents
Yiwen Gao, Ruochen Zhao, Yang Deng, Wenxuan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation
Zining Liu, Yunhai Hu, Tianhua Xia, BO Bao, Eric Sather, Vithursan Thangarasa, Sai Qian Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DREAM: Deep Research Evaluation with Agentic Metrics
Elad Ben Avraham, ChangHao Li, Ron Dorfman, Roy Ganz, Oren Nuriel, Amir Dudai, Aviad Aberdam, Noah Flynn, Elman Mansimov, Aditya Kalyanpur, Ron Litman
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DRInQ: Evaluating Conversational Implicature with Controlled Context Variation
Hirona Jacqueline Arai, Xiang Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DUAL RM: Beyond Rule-based Preference Reward Modeling via Meta-Reward
Xiaobo Liang, Wanfu Wang, Qipeng Huang, Yuyang Ding, Zecheng Tang, Yixin Ji, Qianben Chen, Zhe Zhao, Kehai Chen, Juntao Li, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models
Yixin Bu, Runze Xia, Guanyun Zou, Yupeng Ji, Hongliang Dai, Haodong Liu, Piji Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DVCQR: Dual-View Conversational Query Rewriting with Stage-wise Reinforcement Learning
Chenyi Li, Xinhui Tu, Zaixiang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DVI-DTM: Dual-View Representation Learning for Interpretable Short Text Dynamic Topic Modeling
Di Liu, Zheng Fang, Bin Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DVMap: Fine-Grained Pluralistic Value Alignment via High-Consensus Demographic-Value Mapping
Pengyun Zhu, Yuqi Ren, Zhen Wang, Lei Yang, Deyi Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
D^2Plan: Dual-Agent Dynamic Global Planning for Complex Retrieval-Augmented Reasoning
Kangcheng Luo, Tinglang Wu, Yansong Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DarwinTOD: LLM-Driven Lifelong Self-evolution for Task-oriented Dialog Systems
Shuyu Zhang, Yujie Liu, Xinru Wang, Cheng Zhang, Yanmin Zhu, Bin Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards
Tianhao Niu, Ziyu Han, Qiguang Chen, Shiqi Zhou, Baocai Shan, Hengjie Fang, Qingfu Zhu, Wanxiang Che
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Data Efficient RLVR via Off-Policy Influence Guidance
Erle Zhu, Dazhi Jiang, Yuan Wang, Xujun Li, Jiale Cheng, Yuxian Gu, Yilin Niu, Aohan Zeng, Jie Tang, Minlie Huang, Hongning Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training
Kailai Yang, Xiao Liu, Lei Ji, Hao Li, Xiao Liang, Zhiwei Liu, Yeyun Gong, Peng Cheng, Mao Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Data Pollination: An Emergent Ecological Process Driving AI Population Evolution
Shufang Xie, Qizhi Pei, Ang Lv, Jingyang Hu, Lijun Wu, Rui Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
De-Anonymization at Scale via Tournament-Style Attribution
Lirui Zhang, Huishuai Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
DeReA: Improving Idiom Translation with Detect-Retrieve-Arbitrate Reasoning
Rongqing Jiang, Xuebo Liu, Shengxin Liu, Yutong Wang, Min Zhang, Shimin Tao, Daimeng Wei, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Debate-of-Thoughts: Resolving Knowledge Conflicts in LLMs Through Internal Deliberation
Guocong Li, Qirui Hu, Ping Wang, Guofeng Zhang, Jian Wu, Hongxia Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Debiased Orthogonal Boundary-Driven Efficient Noise Mitigation
Hao Li, Jiayang Gu, Jingkuan Song, An Zhang, Lianli Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2026 · ACL
Debiasing Reward Models via Causally Motivated Inference-Time Intervention
Kazutoshi Shinoda, Kosuke Nishida, Kyosuke Nishida
Natural Language Processing
日本大学: 関与なし（対象大学）