Cover Image

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gu, Jiawei, Xian, Ziting, Xie, Yuanzhen, Liu, Ye, Liu, Enjie, Zhong, Ruichao, Gao, Mochi, Tan, Yunzhi, Hu, Bo, Li, Zang
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PSM-SQL: Progressive Schema Learning with Multi-granularity Semantics for Text-to-SQL
by: Yang, Zhuopan, et al.
Published: (2025)

DCMM-SQL: Automated Data-Centric Pipeline and Multi-Model Collaboration Training for Text-to-SQL Model
by: Xie, Yuanzhen, et al.
Published: (2025)

Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL
by: Liu, Geling, et al.
Published: (2024)

TaSR-RAG: Taxonomy-guided Structured Reasoning for Retrieval-Augmented Generation
by: Sun, Jiashuo, et al.
Published: (2026)

PRoH: Dynamic Planning and Reasoning over Knowledge Hypergraphs for Retrieval-Augmented Generation
by: Zai, Xiangjun, et al.
Published: (2025)

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation
by: Ye, Hao, et al.
Published: (2025)

Knowledge Graph-Guided Retrieval Augmented Generation
by: Zhu, Xiangrong, et al.
Published: (2025)

RAG-Match: Retrieval-Augmented Knowledge Injection and Hierarchical Reasoning for Calibrated Semantic Relevance
by: Jiang, Hengjun, et al.
Published: (2026)

Closed-Form Analytical Solution for Effective Resistance in Finite 2D Anisotropic Resistor Grids via Jacobi Theta Functions
by: Liu, Ruichao
Published: (2026)

Targeted Augmented Data for Audio Deepfake Detection
by: Astrid, Marcella, et al.
Published: (2024)

GRAIL:Learning to Interact with Large Knowledge Graphs for Retrieval Augmented Reasoning
by: Chang, Ge, et al.
Published: (2025)

Structure-Augmented Reasoning Generation
by: Parekh, Jash Rajesh, et al.
Published: (2025)

CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-Checking
by: Chang, Rong-Ching, et al.
Published: (2024)

Programas para la inclusión digital y la concertación de actores en procesos de desarrollo territorial
by: Prudencio Mochi
Published: (2012)

Capacidades tecnológicas y vínculos territoriales en empresas argentinas de maquinaria agrícola
by: Silvina Mochi
Published: (2020)

A Survey on Knowledge-Oriented Retrieval-Augmented Generation
by: Cheng, Mingyue, et al.
Published: (2025)

A Survey on Retrieval And Structuring Augmented Generation with Large Language Models
by: Jiang, Pengcheng, et al.
Published: (2025)

Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
by: Yu, Junchi, et al.
Published: (2025)

Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering
by: Ning, Yunfeng, et al.
Published: (2025)

Retrieval-Augmented and Knowledge-Grounded Language Models for Faithful Clinical Medicine
by: Liu, Fenglin, et al.
Published: (2022)

L^2CL: Embarrassingly Simple Layer-to-Layer Contrastive Learning for Graph Collaborative Filtering
by: Jin, Xinzhou, et al.
Published: (2024)

Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement
by: Tan, Yuqiao, et al.
Published: (2025)

NaviRAG: Towards Active Knowledge Navigation for Retrieval-Augmented Generation
by: Dai, Jihao, et al.
Published: (2026)

ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation
by: Lee, Zhicheng, 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)

Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection
by: Weng, Yan, et al.
Published: (2025)

Better by Comparison: Retrieval-Augmented Contrastive Reasoning for Automatic Prompt Optimization
by: Lee, Juhyeon, et al.
Published: (2025)

Scaling Retrieval-Augmented Reasoning with Parallel Search and Explicit Merging
by: Liu, Jiabei, et al.
Published: (2026)

ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation
by: Chen, Hao, et al.
Published: (2025)

Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
by: Cui, Ziqiang, et al.
Published: (2025)

RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
by: Jin, Chao, et al.
Published: (2024)

LA PARADOJA DE LA DEMOCRATIZACION NACIONAL Y LOCAL EN MEXICO
by: Prudencio Mochi Alemán
Published: (2002)

Reseña de "La convergencia tecnológica en los escenarios laborales de la juventud" de Delia Crovi Druetta y Cristina Girardo
by: Prudencio Mochi Alemán
Published: (2001)

La industria del software en México
by: Prudencio Mochi Alemán
Published: (2004)

Los cluster tecnológicos en México y Argentina: una estrategia para el desarrollo local
by: Prudencio Mochi Alemán
Published: (2009)

Estrategias de desarrollo local en el marco de la globalización: análisis de estudios de caso en México
by: Prudencio Mochi Alemán
Published: (2007)

Structured Knowledge Representation through Contextual Pages for Retrieval-Augmented Generation
by: Li, Xinze, et al.
Published: (2026)

Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments
by: Yue, Zhenrui, et al.
Published: (2024)

Search and Refine During Think: Facilitating Knowledge Refinement for Improved Retrieval-Augmented Reasoning
by: Shi, Yaorui, et al.
Published: (2025)

Guideline Forest: Retrieval-Augmented Reasoning with Branching Experience-Induced Guidelines
by: Chen, Jiaxiang, et al.
Published: (2025)