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Data Analysis
AgentAda: Skill-Adaptive Data Analytics for Tailored Insight Discovery
We introduce AgentAda, the first LLM-powered analytics agent that can learn and use new analytics skills to extract more specialized …
Amirhossein Abaskohi
,
Amrutha Ramesh
,
Shailesh Nanisetty
,
Chirag Goel
,
David Vazquez
,
Christopher Pal
,
Spandana Gella
,
Giuseppe Carenini
,
Issam H. Laradji
Workshop at the Annual Meeting of the Association for Computational Linguistics (ACL), 2025.
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InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation
Data analytics is essential for extracting valuable insights from data that can assist organizations in making effective decisions. We …
Gaurav Sahu
,
Abhay Puri
,
Juan A. Rodriguez
,
Amirhossein Abaskohi
,
Mohammad (Aaron) Chegini
,
Alexandre Drouin
,
Perouz Taslakian
,
Valentina Zantedeschi
,
Alexandre Lacoste
,
David Vazquez
,
Nicolas Chapados
,
Christopher Pal
,
Sai Rajeswar Mudumba
,
Issam H. Laradji
International Conference of Learning Representations (ICLR), 2025.
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Capture the Flag: Uncovering Data Insights with Large Language Models
The extraction of a small number of relevant insights from vast amounts of data is a crucial component of data-driven decision-making. …
Issam H. Laradji
,
Perouz Taslakian
,
Sai Rajeswar Mudumba
,
Valentina Zantedeschi
,
Alexandre Lacoste
,
Nicolas Chapados
,
David Vazquez
,
Christopher Pal
,
Alexandre Drouin
Workshop at the Neural Information Processing Systems (NeurIPS), 2023.
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