2 papers
cs.DB2025
STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases
Mounica Maddela, Lingjue Xie, Daniel Preotiuc-Pietro +1
Semantic parsing methods for converting text to SQL queries enable question answering over structured data and can greatly benefit analysts who routinely perform complex analytics…
cs.CL2024
A Framework for Leveraging Partially-Labeled Data for Product Attribute-Value Identification
D. Subhalingam, Keshav Kolluru, Mausam +1
In the e-commerce domain, the accurate extraction of attribute-value pairs (e.g., Brand: Apple) from product titles and user search queries is crucial for enhancing search and reco…