3 papers
cs.AI2026
A Cost-Aware Agentic Architecture for NL-to-SQL over Nested Enterprise Schemas, with a New Benchmark
Yoga Sri Varshan Varadharajan, Ajay Yadav, Ritesh Goru +5
Natural-language-to-SQL systems have ad- vanced rapidly on academic benchmarks, yet production enterprise schemas exhibit graph- like, semi-structured, deeply nested structure that…
cs.IR2026
Succeeding at Scale: Enterprise Retrieval Benchmark Construction and Index-Preserving Query Adaptation for Multi-Tenant Search
Prateek Jain, Shabari S Nair, Ritesh Goru +4
Large-scale multi-tenant retrieval systems generate extensive query logs but lack curated relevance labels for effective domain adaptation, resulting in substantial underutilized "…
cs.CL2024
EDA Corpus: A Large Language Model Dataset for Enhanced Interaction with OpenROAD
Bing-Yue Wu, Utsav Sharma, Sai Rahul Dhanvi Kankipati +5
Large language models (LLMs) serve as powerful tools for design, providing capabilities for both task automation and design assistance. Recent advancements have shown tremendous po…