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References (9)

[1]
Retrieval-Augmented Generation with Graphs (GraphRAG)
2024Haoyu Han, Yu Wang et al.
[2]
LLaMA: Open and Efficient Foundation Language Models
2023Hugo Touvron, Thibaut Lavril et al.
[3]
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
2020Patrick Lewis, Ethan Perez et al.
[4]
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
2018Tao Yu, Rui Zhang et al.
[5]
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
2017Victor Zhong, Caiming Xiong et al.
[6]
Highly Available Transactions: Virtues and Limitations
2013Peter Bailis, A. Davidson et al.
[7]
MapReduce: simplified data processing on large clusters
2008Muthu Dayalan
[8]
Dynamo: amazon's highly available key-value store
2007Giuseppe DeCandia, D. Hastorun et al.
[9]
Causality : Models , Reasoning , and Inference

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