Papers by Parthivi Gupta
QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis (2024.emnlp-industry)
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| Challenge: | Exploratory Data Analysis (EDA) is a complex task that requires thorough exploration and analysis of the data. |
| Approach: | They propose a fully automated EDA system that generates questions in iterations and analyzes data to produce multiple relevant insights. |
| Outcome: | QUIS is a fully automated EDA system that generates questions in iterations without human intervention or manually curated examples. |