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cs.LG2025
HHNAS-AM: Hierarchical Hybrid Neural Architecture Search using Adaptive Mutation Policies
Anurag Tripathi, Ajeet Kumar Singh, Rajsabi Surya +4
Neural Architecture Search (NAS) has garnered significant research interest due to its capability to discover architectures superior to manually designed ones. Learning text repres…
cs.LG2025
End-to-End Text-to-SQL with Dataset Selection: Leveraging LLMs for Adaptive Query Generation
Anurag Tripathi, Vaibhav Patle, Abhinav Jain +4
Text-to-SQL bridges the gap between natural language and structured database language, thus allowing non-technical users to easily query databases. Traditional approaches model tex…