A Method for Parsing and Vectorization of Semi-structured Data used in Retrieval Augmented Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Hang, Guo, Jing, Qi, Jianchuan, Xie, Jinliang, Zhang, Si, Yang, Siqi, Li, Nan, Xu, Ming |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Virtuous Cycle: AI-Powered Vector Search and Vector Search-Augmented AI
by: Wei, Jiuqi, et al.
Published: (2026)
by: Wei, Jiuqi, et al.
Published: (2026)
CubeGraph: Efficient Retrieval-Augmented Generation for Spatial and Temporal Data
by: Yang, Mingyu, et al.
Published: (2026)
by: Yang, Mingyu, et al.
Published: (2026)
FRAG: Toward Federated Vector Database Management for Collaborative and Secure Retrieval-Augmented Generation
by: Zhao, Dongfang
Published: (2024)
by: Zhao, Dongfang
Published: (2024)
From Schema to Signal: Retrieval-Augmented Modeling for Relational Data Analytics
by: Zeng, Lingze, et al.
Published: (2026)
by: Zeng, Lingze, et al.
Published: (2026)
Automatic Database Configuration Debugging using Retrieval-Augmented Language Models
by: Chen, Sibei, et al.
Published: (2024)
by: Chen, Sibei, et al.
Published: (2024)
Fairness-Aware Retrieval Optimization for Retrieval-Augmented Generation
by: Zhao, Yingqi, et al.
Published: (2026)
by: Zhao, Yingqi, et al.
Published: (2026)
Retrieval Augmented Generation using Engineering Design Knowledge
by: Siddharth, L., et al.
Published: (2023)
by: Siddharth, L., et al.
Published: (2023)
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs without Real Data Replay
by: Liu, Ruiheng, et al.
Published: (2024)
by: Liu, Ruiheng, et al.
Published: (2024)
Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data
by: Jiang, Nan, et al.
Published: (2024)
by: Jiang, Nan, et al.
Published: (2024)
Don't Be a Pot Stirrer! Authorized Vector Data Retrieval via Access-Aware Indexing
by: Han, Shanshan, et al.
Published: (2026)
by: Han, Shanshan, et al.
Published: (2026)
Survey of Filtered Approximate Nearest Neighbor Search over the Vector-Scalar Hybrid Data
by: Lin, Yanjun, et al.
Published: (2025)
by: Lin, Yanjun, et al.
Published: (2025)
BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs
by: Pan, Duyi, et al.
Published: (2026)
by: Pan, Duyi, et al.
Published: (2026)
LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration
by: Cao, Yukun, et al.
Published: (2024)
by: Cao, Yukun, et al.
Published: (2024)
Retrieve, Merge, Predict: Augmenting Tables with Data Lakes
by: Cappuzzo, Riccardo, et al.
Published: (2024)
by: Cappuzzo, Riccardo, et al.
Published: (2024)
VectorMaton: Efficient Vector Search with Pattern Constraints via an Enhanced Suffix Automaton
by: Xie, Haoxuan, et al.
Published: (2026)
by: Xie, Haoxuan, et al.
Published: (2026)
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation
by: Bergman, Shai, et al.
Published: (2025)
by: Bergman, Shai, et al.
Published: (2025)
Unified and Efficient Approach for Multi-Vector Similarity Search
by: Yang, Binhan, et al.
Published: (2026)
by: Yang, Binhan, et al.
Published: (2026)
Towards Autonomous Graph Data Analytics with Analytics-Augmented Generation
by: Wang, Qiange, et al.
Published: (2026)
by: Wang, Qiange, et al.
Published: (2026)
Decoupling Vector Data and Index Storage for Space Efficiency
by: Ren, Yuanming, et al.
Published: (2026)
by: Ren, Yuanming, et al.
Published: (2026)
Research on Image Processing and Vectorization Storage Based on Garage Electronic Maps
by: Dou, Nan, et al.
Published: (2024)
by: Dou, Nan, et al.
Published: (2024)
xpSHACL: Explainable SHACL Validation using Retrieval-Augmented Generation and Large Language Models
by: Publio, Gustavo Correa, et al.
Published: (2025)
by: Publio, Gustavo Correa, et al.
Published: (2025)
Retrieval-Augmented Generation of Ontologies from Relational Databases
by: Nayyeri, Mojtaba, et al.
Published: (2025)
by: Nayyeri, Mojtaba, et al.
Published: (2025)
Pruning Minimal Reasoning Graphs for Efficient Retrieval-Augmented Generation
by: Wang, Ning, et al.
Published: (2026)
by: Wang, Ning, et al.
Published: (2026)
A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge
by: Ma, Le, et al.
Published: (2023)
by: Ma, Le, et al.
Published: (2023)
Finding Non-Redundant Simpson's Paradox from Multidimensional Data
by: Yang, Yi, et al.
Published: (2025)
by: Yang, Yi, et al.
Published: (2025)
Trading Vector Data in Vector Databases
by: Cheng, Jin, et al.
Published: (2025)
by: Cheng, Jin, et al.
Published: (2025)
MQRLD: A Multimodal Data Retrieval Platform with Query-aware Feature Representation and Learned Index Based on Data Lake
by: Sheng, Ming, et al.
Published: (2024)
by: Sheng, Ming, et al.
Published: (2024)
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment
by: Wang, Mengzhao, et al.
Published: (2024)
by: Wang, Mengzhao, et al.
Published: (2024)
Towards Question Answering over Large Semi-structured Tables
by: Wang, Yuxiang, et al.
Published: (2025)
by: Wang, Yuxiang, et al.
Published: (2025)
Parsing Gigabytes of JSON per Second
by: Langdale, Geoff, et al.
Published: (2019)
by: Langdale, Geoff, et al.
Published: (2019)
Empowering Working Memory for Large Language Model Agents
by: Guo, Jing, et al.
Published: (2023)
by: Guo, Jing, et al.
Published: (2023)
SiriusBI: A Comprehensive LLM-Powered Solution for Data Analytics in Business Intelligence
by: Jiang, Jie, et al.
Published: (2024)
by: Jiang, Jie, et al.
Published: (2024)
CALL: Context-Aware Low-Latency Retrieval in Disk-Based Vector Databases
by: Jeong, Yeonwoo, et al.
Published: (2025)
by: Jeong, Yeonwoo, et al.
Published: (2025)
Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented Generation
by: Stuhlmann, Linus, et al.
Published: (2025)
by: Stuhlmann, Linus, et al.
Published: (2025)
Towards Robustness: A Critique of Current Vector Database Assessments
by: Wang, Zikai, et al.
Published: (2025)
by: Wang, Zikai, et al.
Published: (2025)
Text2SQL-Flow: A Robust SQL-Aware Data Augmentation Framework for Text-to-SQL
by: Cai, Qifeng, et al.
Published: (2025)
by: Cai, Qifeng, et al.
Published: (2025)
Compass: General Filtered Search across Vector and Structured Data
by: Ye, Chunxiao, et al.
Published: (2025)
by: Ye, Chunxiao, et al.
Published: (2025)
SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search
by: Peng, Yuchen, et al.
Published: (2026)
by: Peng, Yuchen, et al.
Published: (2026)
RetClean: Retrieval-Based Data Cleaning Using Foundation Models and Data Lakes
by: Naeem, Zan Ahmad, et al.
Published: (2023)
by: Naeem, Zan Ahmad, et al.
Published: (2023)
S$^3$GND: An Effective Learning-Based Approach for Subgraph Similarity Search Under Generalized Neighbor Difference Semantics (Technical Report)
by: Wen, Qi, et al.
Published: (2026)
by: Wen, Qi, et al.
Published: (2026)
Similar Items
-
The Virtuous Cycle: AI-Powered Vector Search and Vector Search-Augmented AI
by: Wei, Jiuqi, et al.
Published: (2026) -
CubeGraph: Efficient Retrieval-Augmented Generation for Spatial and Temporal Data
by: Yang, Mingyu, et al.
Published: (2026) -
FRAG: Toward Federated Vector Database Management for Collaborative and Secure Retrieval-Augmented Generation
by: Zhao, Dongfang
Published: (2024) -
From Schema to Signal: Retrieval-Augmented Modeling for Relational Data Analytics
by: Zeng, Lingze, et al.
Published: (2026) -
Automatic Database Configuration Debugging using Retrieval-Augmented Language Models
by: Chen, Sibei, et al.
Published: (2024)