2 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.CL2022
TransDrift: Modeling Word-Embedding Drift using Transformer
Nishtha Madaan, Prateek Chaudhury, Nishant Kumar +1
In modern NLP applications, word embeddings are a crucial backbone that can be readily shared across a number of tasks. However as the text distributions change and word semantics…