May 10GPT-4’s Maze Navigation: A Deep Dive into ReAct Agent and LLM’s ThoughtsThe Sparks My colleagues at Microsoft Research recently published a paper that demonstrated GPT-4’s navigational and mapping capability.Gpt 410 min readGpt 410 min read
Mar 18Human-Aligned Text-to-SQL EvaluationIn 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 Sql5 min readText To Sql5 min read
Mar 7What is Coming Next for Text-to-SQLText-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 Sql10 min readText To Sql10 min read
