AST-MHSA : Code Summarization using Multi-Head Self-Attention

no code implementations • 10 Aug 2023 • Yeshwanth Nagaraj, Ujjwal Gupta

The encoder takes as input the abstract syntax tree (AST) of the code and generates a sequence of hidden states.

Code Summarization Decoder

Examination of Supernets to Facilitate International Trade for Indian Exports to Brazil

no code implementations • 1 Jun 2023 • Evan Winter, Anupam Shah, Ujjwal Gupta, Anshul Kumar, Deepayan Mohanty, Juan Carlos Uribe, Aishwary Gupta, Mini P. Thomas

The objective of this paper is to investigate a more efficient cross-border payment and document handling process for the export of Indian goods to Brazil.

An improved sex specific and age dependent classification model for Parkinson's diagnosis using handwriting measurement

no code implementations • 21 Apr 2019 • Ujjwal Gupta, Hritik Bansal, Deepak Joshi

In this paper, we develop a sex-specific and age-dependent classification method to diagnose the Parkinson's disease using the online handwriting recorded from individuals with Parkinson's(n=37;m/f-19/18;age-69. 3+-10. 9years) and healthy controls(n=38;m/f-20/18;age-62. 4+-11. 3 years). The sex specific and age dependent classifier was observed significantly outperforming the generalized classifier.

Classification General Classification