Guideline Forest: Retrieval-Augmented Reasoning with Branching Experience-Induced Guidelines
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Jiaxiang, Wang, Zhuo, Zou, Mingxi, Wang, Qifan, Xu, Zenglin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From Implicit Exploration to Structured Reasoning: Leveraging Guideline and Refinement for LLMs
by: Chen, Jiaxiang, et al.
Published: (2025)
by: Chen, Jiaxiang, et al.
Published: (2025)
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making
by: Chen, Jiaxiang, et al.
Published: (2025)
by: Chen, Jiaxiang, et al.
Published: (2025)
DARC: Disagreement-Aware Alignment via Risk-Constrained Decoding
by: Zou, Mingxi, et al.
Published: (2026)
by: Zou, Mingxi, et al.
Published: (2026)
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory
by: Zou, Mingxi, et al.
Published: (2026)
by: Zou, Mingxi, et al.
Published: (2026)
Safety Reasoning with Guidelines
by: Wang, Haoyu, et al.
Published: (2025)
by: Wang, Haoyu, et al.
Published: (2025)
FinEvo: From Isolated Backtests to Ecological Market Games for Multi-Agent Financial Strategy Evolution
by: Zou, Mingxi, et al.
Published: (2026)
by: Zou, Mingxi, et al.
Published: (2026)
CoTEvol: Self-Evolving Chain-of-Thoughts for Data Synthesis in Mathematical Reasoning
by: Wang, Zhuo, et al.
Published: (2026)
by: Wang, Zhuo, et al.
Published: (2026)
Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models
by: Hu, Yingqi, et al.
Published: (2025)
by: Hu, Yingqi, et al.
Published: (2025)
Refine Medical Diagnosis Using Generation Augmented Retrieval and Clinical Practice Guidelines
by: Li, Wenhao, et al.
Published: (2025)
by: Li, Wenhao, et al.
Published: (2025)
Retrieval-augmented GUI Agents with Generative Guidelines
by: Xu, Ran, et al.
Published: (2025)
by: Xu, Ran, et al.
Published: (2025)
IDInit: A Universal and Stable Initialization Method for Neural Network Training
by: Pan, Yu, et al.
Published: (2025)
by: Pan, Yu, et al.
Published: (2025)
FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning
by: Zhang, Zhuo, et al.
Published: (2024)
by: Zhang, Zhuo, et al.
Published: (2024)
SlimRAG: Retrieval without Graphs via Entity-Aware Context Selection
by: Zhang, Jiale, et al.
Published: (2025)
by: Zhang, Jiale, et al.
Published: (2025)
Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification
by: Liu, Ziyu, et al.
Published: (2024)
by: Liu, Ziyu, et al.
Published: (2024)
Topology of Reasoning: Retrieved Cell Complex-Augmented Generation for Textual Graph Question Answering
by: Zhao, Sen, et al.
Published: (2026)
by: Zhao, Sen, et al.
Published: (2026)
Self-Guided Defense: Adaptive Safety Alignment for Reasoning Models via Synthesized Guidelines
by: Wang, Yuhang, et al.
Published: (2025)
by: Wang, Yuhang, et al.
Published: (2025)
GuidelineGuard: An Agentic Framework for Medical Note Evaluation with Guideline Adherence
by: Shahriyear, MD Ragib
Published: (2024)
by: Shahriyear, MD Ragib
Published: (2024)
Can we only use guideline instead of shot in prompt?
by: Chen, Jiaxiang, et al.
Published: (2024)
by: Chen, Jiaxiang, et al.
Published: (2024)
Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models
by: Peng, Zhiyuan, et al.
Published: (2023)
by: Peng, Zhiyuan, et al.
Published: (2023)
Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience
by: Gu, Jiawei, et al.
Published: (2025)
by: Gu, Jiawei, et al.
Published: (2025)
CPGPrompt: Translating Clinical Guidelines into LLM-Executable Decision Support
by: Deng, Ruiqi, et al.
Published: (2026)
by: Deng, Ruiqi, et al.
Published: (2026)
MedGuideX: Internalizing Decision Logic from Executable Guidelines into Large Language Models for Clinical Reasoning
by: Shen, Yuhao, et al.
Published: (2026)
by: Shen, Yuhao, et al.
Published: (2026)
CAMBranch: Contrastive Learning with Augmented MILPs for Branching
by: Lin, Jiacheng, et al.
Published: (2024)
by: Lin, Jiacheng, et al.
Published: (2024)
Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning
by: Wu, Wenjie, et al.
Published: (2025)
by: Wu, Wenjie, et al.
Published: (2025)
LANTERN: LLM-Augmented Neurosymbolic Transfer with Experience-Gated Reasoning Networks
by: Alinejad, Mahyar, et al.
Published: (2026)
by: Alinejad, Mahyar, et al.
Published: (2026)
Grounding Large Language Models in Clinical Evidence: A Retrieval-Augmented Generation System for Querying UK NICE Clinical Guidelines
by: Lewis, Matthew, et al.
Published: (2025)
by: Lewis, Matthew, et al.
Published: (2025)
Guidelines for Applying RL and MARL in Cybersecurity Applications
by: Mavroudis, Vasilios, et al.
Published: (2025)
by: Mavroudis, Vasilios, et al.
Published: (2025)
Guidelines For The Choice Of The Baseline in XAI Attribution Methods
by: Morasso, Cristian, et al.
Published: (2025)
by: Morasso, Cristian, et al.
Published: (2025)
Scaling Retrieval-Augmented Reasoning with Parallel Search and Explicit Merging
by: Liu, Jiabei, et al.
Published: (2026)
by: Liu, Jiabei, et al.
Published: (2026)
RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning
by: Wang, Yu, et al.
Published: (2025)
by: Wang, Yu, et al.
Published: (2025)
Improving Context Fidelity via Native Retrieval-Augmented Reasoning
by: Wang, Suyuchen, et al.
Published: (2025)
by: Wang, Suyuchen, et al.
Published: (2025)
Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation
by: Sun, Jiashuo, et al.
Published: (2026)
by: Sun, Jiashuo, et al.
Published: (2026)
Guideline-grounded retrieval-augmented generation for ophthalmic clinical decision support
by: Chen, Shuying, et al.
Published: (2026)
by: Chen, Shuying, et al.
Published: (2026)
Retrieval-Augmented Robots via Retrieve-Reason-Act
by: Temiraliev, Izat, et al.
Published: (2026)
by: Temiraliev, Izat, et al.
Published: (2026)
GSEM: Graph-based Self-Evolving Memory for Experience Augmented Clinical Reasoning
by: Han, Xiao, et al.
Published: (2026)
by: Han, Xiao, et al.
Published: (2026)
GRATR: Zero-Shot Evidence Graph Retrieval-Augmented Trustworthiness Reasoning
by: Zhu, Ying, et al.
Published: (2024)
by: Zhu, Ying, et al.
Published: (2024)
C-MIG: Multi-view Information Gain-based Retrieval-Augmented Generation for Clinical Diagnosis Reasoning
by: Miao, Yuwei, et al.
Published: (2026)
by: Miao, Yuwei, et al.
Published: (2026)
The Epistemic Planning Domain Definition Language: Official Guideline
by: Burigana, Alessandro, et al.
Published: (2026)
by: Burigana, Alessandro, et al.
Published: (2026)
AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation
by: Feng, Wenfeng, et al.
Published: (2025)
by: Feng, Wenfeng, et al.
Published: (2025)
Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification
by: Liu, Shiqi, et al.
Published: (2024)
by: Liu, Shiqi, et al.
Published: (2024)
Similar Items
-
From Implicit Exploration to Structured Reasoning: Leveraging Guideline and Refinement for LLMs
by: Chen, Jiaxiang, et al.
Published: (2025) -
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making
by: Chen, Jiaxiang, et al.
Published: (2025) -
DARC: Disagreement-Aware Alignment via Risk-Constrained Decoding
by: Zou, Mingxi, et al.
Published: (2026) -
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory
by: Zou, Mingxi, et al.
Published: (2026) -
Safety Reasoning with Guidelines
by: Wang, Haoyu, et al.
Published: (2025)