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cs.HC2023★ 2 cited
Conversational Challenges in AI-Powered Data Science: Obstacles, Needs, and Design Opportunities
Bhavya Chopra, Ananya Singha, Anna Fariha +4
Large Language Models (LLMs) are being increasingly employed in data science for tasks like data preprocessing and analytics. However, data scientists encounter substantial obstacl…
cs.HC2021
Example-Driven User Intent Discovery: Empowering Users to Cross the SQL Barrier Through Query by Example
Anna Fariha, Lucy Cousins, Narges Mahyar +1
Traditional data systems require specialized technical skills where users need to understand the data organization and write precise queries to access data. Therefore, novice users…