DeepRead: Document Structure-Aware Reasoning to Enhance Agentic Search
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Zhanli, Tian, Huiwen, Luo, Lvzhou, Cao, Yixuan, Luo, Ping |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Navigating Large-Scale Document Collections: MuDABench for Multi-Document Analytical QA
by: Li, Zhanli, et al.
Published: (2026)
by: Li, Zhanli, et al.
Published: (2026)
Search-o1: Agentic Search-Enhanced Large Reasoning Models
by: Li, Xiaoxi, et al.
Published: (2025)
by: Li, Xiaoxi, et al.
Published: (2025)
CoSearch: Joint Training of Reasoning and Document Ranking via Reinforcement Learning for Agentic Search
by: Zeng, Hansi, et al.
Published: (2026)
by: Zeng, Hansi, et al.
Published: (2026)
MemoBrain: Executive Memory as an Agentic Brain for Reasoning
by: Qian, Hongjin, et al.
Published: (2026)
by: Qian, Hongjin, et al.
Published: (2026)
Dep-Search: Learning Dependency-Aware Reasoning Traces with Persistent Memory
by: Liu, Yanming, et al.
Published: (2026)
by: Liu, Yanming, et al.
Published: (2026)
Enhancing Exploratory Learning through Exploratory Search with the Emergence of Large Language Models
by: Luo, Yiming, et al.
Published: (2024)
by: Luo, Yiming, et al.
Published: (2024)
OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework
by: Chen, Ben, et al.
Published: (2026)
by: Chen, Ben, et al.
Published: (2026)
OASES: Outcome-Aligned Search-Evaluation Co-Training for Agentic Search
by: Zhang, Erhan, et al.
Published: (2026)
by: Zhang, Erhan, et al.
Published: (2026)
HiRA: A Hierarchical Reasoning Framework for Decoupled Planning and Execution in Deep Search
by: Jin, Jiajie, et al.
Published: (2025)
by: Jin, Jiajie, et al.
Published: (2025)
RAVine: Reality-Aligned Evaluation for Agentic Search
by: Xu, Yilong, et al.
Published: (2025)
by: Xu, Yilong, et al.
Published: (2025)
APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI
by: Banerjee, Pratyay, et al.
Published: (2026)
by: Banerjee, Pratyay, et al.
Published: (2026)
Enhancing Judgment Document Generation via Agentic Legal Information Collection and Rubric-Guided Optimization
by: Su, Weihang, et al.
Published: (2026)
by: Su, Weihang, et al.
Published: (2026)
Controlling Output Rankings in Generative Engines for LLM-based Search
by: Jin, Haibo, et al.
Published: (2026)
by: Jin, Haibo, et al.
Published: (2026)
Rethinking Agentic Search with Pi-Serini: Is Lexical Retrieval Sufficient?
by: Hsu, Tz-Huan, et al.
Published: (2026)
by: Hsu, Tz-Huan, et al.
Published: (2026)
EXCLAIM: An Explainable Cross-Modal Agentic System for Misinformation Detection with Hierarchical Retrieval
by: Wu, Yin, et al.
Published: (2025)
by: Wu, Yin, et al.
Published: (2025)
FlyAOC: Evaluating Agentic Ontology Curation of Drosophila Scientific Knowledge Bases
by: Zhang, Xingjian, et al.
Published: (2026)
by: Zhang, Xingjian, et al.
Published: (2026)
From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG
by: Wu, Wenhao, et al.
Published: (2026)
by: Wu, Wenhao, et al.
Published: (2026)
Model-Document Protocol for AI Search
by: Qian, Hongjin, et al.
Published: (2025)
by: Qian, Hongjin, et al.
Published: (2025)
SD-Search: On-Policy Hindsight Self-Distillation for Search-Augmented Reasoning
by: Ma, Yufei, et al.
Published: (2026)
by: Ma, Yufei, et al.
Published: (2026)
PaperAsk: A Benchmark for Reliability Evaluation of LLMs in Paper Search and Reading
by: Wu, Yutao, et al.
Published: (2025)
by: Wu, Yutao, et al.
Published: (2025)
IG-Search: Step-Level Information Gain Rewards for Search-Augmented Reasoning
by: Liang, Zihan, et al.
Published: (2026)
by: Liang, Zihan, et al.
Published: (2026)
Retro*: Optimizing LLMs for Reasoning-Intensive Document Retrieval
by: Lan, Junwei, et al.
Published: (2025)
by: Lan, Junwei, et al.
Published: (2025)
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches
by: Tan, Jiejun, et al.
Published: (2025)
by: Tan, Jiejun, et al.
Published: (2025)
DeepXiv-SDK: An Agentic Data Interface for Scientific Literature
by: Qian, Hongjin, et al.
Published: (2026)
by: Qian, Hongjin, et al.
Published: (2026)
GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring
by: Duan, Xinyi, et al.
Published: (2026)
by: Duan, Xinyi, et al.
Published: (2026)
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
by: Jin, Bowen, et al.
Published: (2025)
by: Jin, Bowen, et al.
Published: (2025)
Search-E1: Self-Distillation Drives Self-Evolution in Search-Augmented Reasoning
by: Liang, Zihan, et al.
Published: (2026)
by: Liang, Zihan, et al.
Published: (2026)
Document-Level Event Extraction with Definition-Driven ICL
by: Liu, Zhuoyuan, et al.
Published: (2024)
by: Liu, Zhuoyuan, et al.
Published: (2024)
TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance
by: Luo, Weiqing, et al.
Published: (2024)
by: Luo, Weiqing, et al.
Published: (2024)
Reasoning over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations
by: Qiu, Zhangchi, et al.
Published: (2024)
by: Qiu, Zhangchi, et al.
Published: (2024)
Docs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models
by: Sun, Qiang, et al.
Published: (2024)
by: Sun, Qiang, et al.
Published: (2024)
PankRAG: Enhancing Graph Retrieval via Globally Aware Query Resolution and Dependency-Aware Reranking Mechanism
by: Li, Ningyuan, et al.
Published: (2025)
by: Li, Ningyuan, et al.
Published: (2025)
Multi-objective Aligned Bidword Generation Model for E-commerce Search Advertising
by: Liu, Zhenhui, et al.
Published: (2025)
by: Liu, Zhenhui, et al.
Published: (2025)
Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering
by: Chen, Huiyao, et al.
Published: (2025)
by: Chen, Huiyao, et al.
Published: (2025)
SubSearch: Intermediate Rewards for Unsupervised Guided Reasoning in Complex Retrieval
by: Petcu, Roxana, et al.
Published: (2026)
by: Petcu, Roxana, et al.
Published: (2026)
An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents
by: Jin, Bowen, et al.
Published: (2025)
by: Jin, Bowen, et al.
Published: (2025)
WebThinker: Empowering Large Reasoning Models with Deep Research Capability
by: Li, Xiaoxi, et al.
Published: (2025)
by: Li, Xiaoxi, et al.
Published: (2025)
Structure-R1: Dynamically Leveraging Structural Knowledge in LLM Reasoning through Reinforcement Learning
by: Wu, Junlin, et al.
Published: (2025)
by: Wu, Junlin, et al.
Published: (2025)
Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
by: Singh, Aditi, et al.
Published: (2025)
by: Singh, Aditi, et al.
Published: (2025)
Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation
by: Salemi, Alireza, et al.
Published: (2025)
by: Salemi, Alireza, et al.
Published: (2025)
Similar Items
-
Navigating Large-Scale Document Collections: MuDABench for Multi-Document Analytical QA
by: Li, Zhanli, et al.
Published: (2026) -
Search-o1: Agentic Search-Enhanced Large Reasoning Models
by: Li, Xiaoxi, et al.
Published: (2025) -
CoSearch: Joint Training of Reasoning and Document Ranking via Reinforcement Learning for Agentic Search
by: Zeng, Hansi, et al.
Published: (2026) -
MemoBrain: Executive Memory as an Agentic Brain for Reasoning
by: Qian, Hongjin, et al.
Published: (2026) -
Dep-Search: Learning Dependency-Aware Reasoning Traces with Persistent Memory
by: Liu, Yanming, et al.
Published: (2026)