Katikapalli Subramanyam Kalyan

Katikapalli Subramanyam Kalyan

NLP Researcher

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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

About me

Posts

Neural Machine Translation using EasyNMT Library

7 minute read

Published:

In this blogpost we are going to see

  • brief overview of EasyNMT library
  • advantages of using EasyNMT library for MT over Hugging Face Pipeline
  • sentence translation and documentation translation using EasyNMT library

Pretrained Language Models for Machine Translation

7 minute read

Published:

In this blogpost, we are going to see

  • classification of pretrained models for machine translation
  • brief overview of SOTA models like OPUS-MT, mBART50, M2M100 and NLLB200

Overview and Evolution of Machine Translation

4 minute read

Published:

In this blogpost, we are going to see

  • brief overview of Machine Translation
  • evolution of machine translation from rule-based in 1950s to neural network-based in 2020s

Benchmarks in Natural Language Processing (NLP)

1 minute read

Published:

Benchmarks helps to assess the performance of pretrained language models in various tasks. A benchmark usually consists of one or more datasets in each task. Here is the list of benchmarks in NLP.

Transformer-based Biomedical Pretrained Language Models List

2 minute read

Published:

This information is from the survey paper “AMMU - A Survey of Transformer-based Biomedical Pretrained Language Models”. This survey written by Kalyan et al. introduced a new taxonomy for transformer-based biomedical pretrained language models (T-BPLMs). Here is the list of transformer-based BPLMs with links for the paper and the pretrained model. For detailed information, please refer the survey paper. For the list of transformer-based pretrained language models in all the domains, please refer models list.

portfolio

publications

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.