T2I-RISE: Text-to-Insights with Reinforcement learning, Integration of Semantic layers and Enrichment - A Comprehensive Approach with Conversational Context and Feedback Systems

This study introduces T2I-RISE, an innovative approach aimed at enabling natural language querying of databases, which could transform data-driven decision making. Currently, database insights are mostly generated by a limited group of experts. Business Intelligence tools provide some insights, but...

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Veröffentlicht in:	IEEE International Conference on Big Data S. 1993 - 1998
Hauptverfasser:	Katikeri, Raghu, Phaniraja, Sai, Pratheek, Sai, Desai, Rajvi, Vaid, Amit, Shukla, Neelesh, Jain, Sandeep
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 15.12.2024
Schlagworte:	Business intelligence Decision making Evaluation Framework Insights Generation Large language models LLM Natural languages Optimization Reinforcement learning Semantics Structured Query Language Text2SQL Transforms
ISSN:	2573-2978
Online-Zugang:	Volltext
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