Papers with end-to-end data analysis
Is GPT-4 a Good Data Analyst? (2023.findings-emnlp)
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| Challenge: | Large language models (LLMs) have shown their powerful capabilities in plenty of domains and tasks, including context understanding, code generation, language generation, data storytelling, etc. |
| Approach: | They propose to use GPT-4 as a data analyst to perform end-to-end data analysis with databases from a wide range of domains. |
| Outcome: | The proposed framework compares GPT-4 with human data analysts to perform end-to-end data analysis with databases from a wide range of domains. |