3 papers
cs.AI2025
CON-QA: Privacy-Preserving QA using cloud LLMs in Contract Domain
Ajeet Kumar Singh, Rajsabi Surya, Anurag Tripathi +2
As enterprises increasingly integrate cloud-based large language models (LLMs) such as ChatGPT and Gemini into their legal document workflows, protecting sensitive contractual info…
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…