Machine Learning and Data Science

I have found that Jekyll has a much better support for Latex and hence, I have moved my blog over to Jekyll. You can find all my old blog...

Word embeddings are the staple of any Natural Language Processing (NLP) task. In fact, representation of words in the form of vectors is pr...

Conditional Random Field (CRF) is the go-to algorithm for sequence labeling problems. Initial attempts at sequence labeling such as POS tag...

We are fully aware of the marked influence of the introduction of Word2Vec method of word embedding on the Natural Language Processing doma...

Hidden Markov Models (HMM) were the mainstay of generative models a couple of years ago. Even though more sophisticated Deep Learning gen...