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Literature Library

Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses

作者
Authors: Zhaochen Yu | Yingcheng Wu | Zhenfei Yin | Kaiyuan... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 131 📚 5

SWE Refactor Bench: Can Coding Agents Complete a Long-Horizon, Whole-Repository Stack Migration?

作者
Authors: Deyao Hong | Yizhe Chi | Wenyi Li | Xiaoqiu Wang |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 173 📚 11

TurboBias 2.0: Streaming Context-Biasing for Production-Efficient ASR Systems

作者
Authors: Vladimir Bataev | Lilit Grigoryan | Andrei Andruse... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 123 📚 21

An Agentic Approach for Active 数据 (Data) Collection, Travel Behavior 模型 (Model)ing, and Weather-Sens...

An Agentic Approach for Active Data Collection, Travel Behavior Modeling, and Weather-Sensitive Dema...

作者
Authors: Narges Ahmadi | Yubo Jiao | Jônatas Augusto Manzol... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 81 📚 12

G-CARL: Grounded Checklist-Aligned Reward 学习 (Learning) for Patient-Oriented Medical Report Interpre...

G-CARL: Grounded Checklist-Aligned Reward Learning for Patient-Oriented Medical Report Interpretatio...

作者
Authors: Shiao Xie | Siyu Chen | Jianwei Lv | Bo Yuan | Yuj... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 131 📚 18

ConceptGuard: Benchmarking Context-Sensitive Unlearning in Large Language 模型 (Model)s

ConceptGuard: Benchmarking Context-Sensitive Unlearning in Large Language Models

作者
Authors: Sahil Kale | Ian Harris 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 47 📚 28

SPADE: Self-Play in Adaptive Synthetic Executable Environments

作者
Authors: Bo Liu | Simon Yu | Yiding Jiang | Ao Qu | Andrew ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 151 📚 21

Multi-Agent AI System for Radiology Report Structuring and Quality Assurance with Independent Radiol...

作者
Authors: Iryna Hartsock | Cesar Lam | Christopher Otteni | ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 169 📚 9

Towards Computational Provenance: Carrying Causal-State Evidence in Generated Text

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

👁 155 📚 12

Split the Labor: Separating Evidence Interpretation from Decision Aggregation

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

👁 47 📚 6

OmniScientist: An Omni-Modal Omni-Discipline AI Scientist

作者
Authors: Bobo Li | Hao Fei | Tianjie Ju | Mong-Li Lee | Wyn... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 141 📚 23

AutoDesign: Meta-Harness 优化 (Optimization) for Long-Horizon Agentic Design

AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design

作者
Authors: Yaxin Luo | Haobin Jiang | Jialv Zou | Xu Huang | ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 60 📚 1

AVA-Encoder: Towards Agent-Native Video Representation 学习 (Learning)

AVA-Encoder: Towards Agent-Native Video Representation Learning

作者
Authors: Chuyue Li | Jinpeng Yu | Haozhe Wang | Tian Xueyun... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 129 📚 15

Beyond a Bag of Features: Set-Level Instability in Sparse Autoencoders

作者
Authors: Nikolai Bolik | Lennart Stöpler | Artur Andrzejak 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 205 📚 5

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimension...

作者
Authors: Oluwanifemi Bamgbose | Simon Rosen | Jash Shah | L... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 104 📚 8

CreativeInstruct: Scalably Teaching LLMs to Balance Quality, Creativity, and Diversity

作者
Authors: Ananya Sahu | Mohit Bansal | Elias Stengel-Eskin 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 52 📚 12

AV-AIVAT: 74x Cheaper Agent Evaluation with Certified Anytime-Valid Stopping in Imperfect-Informatio...

作者
Authors: Boning Li | Yu Chen | Longbo Huang 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 184 📚 25

The Bitter Lesson of Tool Calling

作者
Authors: Ishan Patel | Sahil Sen | Elias Lumer | Vamse Kuma... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 自然语言处理
NLP

👁 217 📚 21

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

👁 121 📚 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

👁 147 📚 26