Search Results for author: Ramchandra Joshi

Found 5 papers, 0 papers with code

Domain Adaptation of NMT models for English-Hindi Machine Translation Task : AdapMT Shared Task ICON 2020

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.

Domain Adaptation Machine Translation +2

Evaluation of Deep Learning Models for Hostility Detection in Hindi Text

no code implementations11 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.

Multi-Label Classification Text Detection +1

Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020

no code implementations22 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.

Domain Adaptation Machine Translation +2

Deep Learning for Hindi Text Classification: A Comparison

no code implementations19 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.

General Classification Sentence +3

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