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Eric Zhù
Eric Zhù

19 Followers

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4 days ago

Human-Aligned Text-to-SQL Evaluation

In my last post about Text-to-SQL using GPT-3.5, I pointed out the issue with existing benchmark’s evaluation metric: it rejects perfectly fine SQL queries for not having the same strict execution result as golden (aka. labeled) queries. …

Text To Sql

5 min read

Human-Aligned Text-to-SQL Evaluation
Human-Aligned Text-to-SQL Evaluation
Text To Sql

5 min read


Mar 7

What is Coming Next for Text-to-SQL

Text-to-SQL is a natural language processing (NLP) task that involves converting natural language questions into SQL queries that can be executed on a database. Here is a Text-to-SQL example on a TV show database: Question: What is the content of TV Channel with serial name “Sky Radio”? Model: SELECT Content…

Text To Sql

10 min read

Text To Sql

10 min read

Eric Zhù

Eric Zhù

19 Followers

Researcher in Data Systems working at Microsoft Research. Views published here are not endorsed by my employer.

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