15 citations · 23 across the 3 of their papers we have counts for
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cs.CL2022★ 7 cited
Deep Learning Driven Natural Languages Text to SQL Query Conversion: A Survey
Ayush Kumar, Parth Nagarkar, Prabhav Nalhe +1
With the future striving toward data-centric decision-making, seamless access to databases is of utmost importance. There is extensive research on creating an efficient text-to-sql…
cs.CL2022★ 1 cited
Low Resource Pipeline for Spoken Language Understanding via Weak Supervision
Ayush Kumar, Rishabh Kumar Tripathi, Jithendra Vepa
In Weak Supervised Learning (WSL), a model is trained over noisy labels obtained from semantic rules and task-specific pre-trained models. Rules offer limited generalization over t…