NODES 2024 Online Developer Conference | November 7, 2024 | Register Today
Dev Conference by Neo4j
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Session Track: Data Science
Session Time:
Session description
Translating natural language into programming or domain-specific languages (DSL) is a common use of machine learning. A key example is the Text2Cypher task, where plain language queries are converted into Cypher query language. This can be driven by large language models (LLMs) or supervised models trained on datasets pairing natural language with Cypher translations. In this presentation, we'll cover Text2Cypher efforts at Neo4j, detailing the end-to-end process, from data preparation to model tuning and benchmarking. We'll also include a brief demo to showcase its practical application.
Software Developer and Machine Learning Engineer, Neo4j
Makbule Gulcin Ozsoy is a Software Developer/Machine Learning Engineer, mainly working on recommender systems, ranking and information retrieval.