Going Meta – Ep 26: Unpicking the data.world Benchmark on the Role of KGs in LLM QA

26 Feb, 2024



Episode 26 of Going Meta – a series on graphs, semantics and knowledge

Jesús Barrasa: https://twitter.com/BarrasaDV
Repository: https://github.com/jbarrasa/goingmeta
Knowledge Graph Book: https://bit.ly/3LaqE6b
Previous Episodes: https://development.neo4j.dev/video/going-meta-a-series-on-graphs-semantics-and-knowledge/

A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases: https://arxiv.org/abs/2311.07509
Benchmark Data GitHub: https://github.com/datadotworld/cwd-benchmark-data
r2rml: https://www.w3.org/TR/r2rml/
r2rml github: https://github.com/chrdebru/r2rml
dbt semantic layer: https://github.com/dbt-labs/semantic-layer-llm-benchmarking
Neo4j Sandbox: https://dev.neo4j.com/try
Going meta - Ep 5: Ontology-driven Knowledge Graph construction: https://youtube.com/live/05Wkg1p34ek
Data Importer: https://data-importer.neo4j.io

#neo4j #graphdatabase #semantic #knowledgegraph #benchmark #llm

Related Videos