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Conversational Data Exploration: A Game-Changer for Designing Data Science Pipelines

arXiv 2311.06695 ↗First posted 12 Nov 2023cs.HC cs.AI cs.DBcited by 0

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Abstract (arXiv)

This paper proposes a conversational approach implemented by the system Chatin for driving an intuitive data exploration experience. Our work aims to unlock the full potential of data analytics and artificial intelligence with a new generation of data science solutions. Chatin is a cutting-edge tool that democratises access to AI-driven solutions, empowering non-technical users from various disciplines to explore data and extract knowledge from it.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 3 of its 24 references that are in the map. First posted on arXiv 12 Nov 2023.

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References · 3

  1. 2017ParlAI: A Dialog Research Software Platformcited by 139
  2. 2022How do you Converse with an Analytical Chatbot? Revisiting Gricean Maxims for Designing Analytical Conversational Behaviorcited by 20
  3. 2019DBPal: Weak Supervision for Learning a Natural Language Interface to Databasescited by 5

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