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Literature Library

Reasoning Core: Designing Broad Procedural 数据 (Data) for Completion-Supervised Reasoning Training

Reasoning Core: Designing Broad Procedural Data for Completion-Supervised Reasoning Training

作者
Authors: Damien Sileo | Valentin Lacombe | Dimitri Kachler 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 106 📚 23

ParVL: Parallel Scaling and Expandable Compute Allocation for Multimodal LLMs

作者
Authors: Yang Yang | Qinyu Zhao | Mouxiang Chen | Xiaohui L... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 135 📚 26

AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language 模型 (Model)in...

AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling

作者
Authors: Jiajun Liang | Yucheng Liao | Yukang Cao | Jiazhe ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 51 📚 7

TokTier: Exact Stateful Tokenization for Agentic LLM Serving

作者
Authors: Zhenyu Zhang | Zhichao Cao 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 58 📚 20

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward 模型 (Model)s

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models

作者
Authors: Qiushi Sun | Kanzhi Cheng | Yian Wang | Bowen Yang... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 205 📚 0

AISPA: User-Centric System Prompt Auditing for Large Language 模型 (Model) Applications

AISPA: User-Centric System Prompt Auditing for Large Language Model Applications

作者
Authors: Xiangning Lin | Shenzhe Zhu | Shu Yang | Zhenyu Zh... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 77 📚 11

AskChem: Claim-Centered Infrastructure for Chemistry Literature Synthesis

作者
Authors: Bing Yan | Gregory Wolfe | Stefano Martiniani | Ky... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 20 📚 27

Mental World 模型 (Model)ing

Mental World Modeling

作者
Authors: Hao Fei | Yiran Zhao 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 110 📚 0

Pass the Baton: Trajectory-Relayed On-Policy Distillation

作者
Authors: Haolei Xu | Xiaowen Xu | Haiwen Hong | Zixuan Ni |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 24 📚 20

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding

作者
Authors: Hangjie Yuan | Yichen Qian | Zhiwei Tang | Xianzhe... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 101 📚 5

Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills

作者
Authors: Siyuan Huang | Pengyu Cheng | Haotian Liu | Tao Ch... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 103 📚 26

OpenForgeRL: Train Harness-native Agents in Any Environment

作者
Authors: Xiao Yu | Baolin Peng | Ruize Xu | Hao Zou | Qianh... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 70 📚 13

MedGame: Storytelling Gamification Empowered by Large Language 模型 (Model)s for Medical Education

MedGame: Storytelling Gamification Empowered by Large Language Models for Medical Education

作者
Authors: Qian Wu | Xinrong Zhou | Zizhan Ma | Kai Chen | Zh... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 66 📚 27

Surprisal Theory is Tautological (without Rational Grounding)

作者
Authors: Ryan Cotterell 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 113 📚 14

LKValues: Aligning Large Language 模型 (Model)s with Sri Lankan Societal Values

LKValues: Aligning Large Language Models with Sri Lankan Societal Values

作者
Authors: Nethmi Muthugala | Supryadi | Surangika Ranathung... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 167 📚 16

Copy Less, Ground More: Overcoming Repetitive Copying in Long-Context Reasoning via Evidence-Aware R...

Copy Less, Ground More: Overcoming Repetitive Copying in Long-Context Reasoning via Evidence-Aware R...

作者
Authors: Lizhe Fang | Weizhou Shen | Tianyi Tang | Yisen Wa... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 43 📚 14

Automated Discovery Has No Universally Superior Harness

作者
Authors: Akshat Gupta | Jermaine Lei | Alexander Lu | Gopal... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 159 📚 9

An Exam for Active Observers

作者
Authors: Jiarui Zhang | Muzi Tao | Shangshang Wang | Ollie ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 188 📚 13

Pretraining 数据 (Data) Can Be Poisoned through Computational Propaganda

Pretraining Data Can Be Poisoned through Computational Propaganda

作者
Authors: Victoria Graf | Hannaneh Hajishirzi | Noah A. Smit... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 173 📚 16

SciDiagramEdit: 学习 (Learning) to Edit Scientific Diagrams from Paper Revisions

SciDiagramEdit: Learning to Edit Scientific Diagrams from Paper Revisions

作者
Authors: Yasheng Sun | Zezi Zeng | Yifan Yang | Chong Luo |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 41 📚 21