2 papers
cs.CL2026
TraceSQL: Traceable Answerability Estimation for Reference-Free Text-to-SQL Verification
Neelesh Kumar Shukla, Debasmita Panda, Srutanik Bhaduri +3
Text-to-SQL systems are commonly evaluated using ground-truth SQL queries or reference execution results, but such supervision is unavailable at inference time in real-world deploy…
eess.IV2026
Trainable Nonexpansive Denoisers for Contractive Image Reconstruction
Arghya Sinha, Aditya Banerjee, Trishit Mukherjee +1
Trainable denoisers with Lipschitz control have become central to convergent image reconstruction. However, training neural networks that simultaneously offer strong denoising perf…