no code implementations • ICON 2020 • Ramchandra Joshi, Rusbabh Karnavat, Kaustubh Jirapure, Raviraj Joshi
We train these models primarily using the out of domain data and employ simple domain adaptation techniques based on the characteristics of the in-domain dataset.
no code implementations • 11 Jan 2021 • Ramchandra Joshi, Rushabh Karnavat, Kaustubh Jirapure, Raviraj Joshi
The pre-trained Hindi fast text word embeddings by IndicNLP and Facebook are used in conjunction with CNN and LSTM models.
no code implementations • 22 Dec 2020 • Ramchandra Joshi, Rushabh Karnavat, Kaustubh Jirapure, Raviraj Joshi
The shared task aims to build a translation system for Indian languages in specific domains like Artificial Intelligence (AI) and Chemistry using a small in-domain parallel corpus.
no code implementations • 23 Nov 2020 • Ramchandra Joshi, Raviraj Joshi
We evaluate different deep learning models and input representation combinations for this task.
no code implementations • 19 Jan 2020 • Ramchandra Joshi, Purvi Goel, Raviraj Joshi
Usage of deep learning in text processing has revolutionized the techniques for text processing and achieved remarkable results.