Search Results for author: Ajay Pratap

Found 4 papers, 0 papers with code

Machine Translation by Projecting Text into the Same Phonetic-Orthographic Space Using a Common Encoding

no code implementations21 May 2023 Amit Kumar, Shantipriya Parida, Ajay Pratap, Anil Kumar Singh

One reason for this is the relative morphological richness of Indian languages, while another is that most of them fall into the extremely low resource or zero-shot categories.

Machine Translation NMT +1

Exploiting Language Relatedness in Machine Translation Through Domain Adaptation Techniques

no code implementations3 Mar 2023 Amit Kumar, Rupjyoti Baruah, Ajay Pratap, Mayank Swarnkar, Anil Kumar Singh

If the evaluation is as rigorous as resource-rich languages, both Neural Machine Translation (NMT) and Statistical Machine Translation (SMT) can produce good results with such large amounts of data.

Domain Adaptation Language Modelling +4

BPFISH: Blockchain and Privacy-preserving FL Inspired Smart Healthcare

no code implementations24 Jul 2022 Moirangthem Biken Singh, Ajay Pratap

This paper proposes Federated Learning (FL) based smart healthcare system where Medical Centers (MCs) train the local model using the data collected from patients and send the model weights to the miners in a blockchain-based robust framework without sharing raw data, keeping privacy preservation into deliberation.

Federated Learning Privacy Preserving

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