2022
Transformers: Perspectives from NLP
In this talk, I discuss the Transformers architecture in some detail along with the evolution of embeddings in the NLP sub-area of AI. …
Introducing Neural Machine Translation (NMT) to Translators
Should translators understand the power of the technology behind Google Translate and other providers of machine translation? We think …
2021
Quality Estimation for Machine Translation
Current Machine Translation (MT) systems achieve very good results on a growing variety of language pairs and datasets. However, they …
2020
Unsupervised Neural Machine Translation
The focus of this tutorial is to cover the breadth of the literature on recent advances in Unsupervised Machine Translation. The …
Investigations into the use of Distributed Semantics for Cognate Detection and Computational Phylogenetics
In this talk, I present my primary PhD contributions where different embeddings aid in the tasks of cognate detection, and …
2018
Natural Language Processing and its intersection with Data Science
In this talk, I discuss Natural Language Processing, Data Science and how they are related to each other. While presenting the …
2016
NLP Fundamentals at VIVA IET
In three different talks, I discussed various facets of fundamental NLP research being done at CFILT, IIT Bombay. The first talk one …
