activity
20242026
most citedEnergy-Entropy Regularization: The True Power of Minimal Looped Transformers

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing cs.DBShow all

1 paper · 1 filter

cs.DB2026

APEX-SQL: Talking to the data via Agentic Exploration for Text-to-SQL

Bowen Cao, Weibin Liao, Yushi Sun +3

Text-to-SQL systems powered by Large Language Models have excelled on academic benchmarks but struggle in complex enterprise environments. The primary limitation lies in their reli…