NLP

Training custom NER system using CRFs

using sklearn-crfsuite from scratch in python with codes

Text vectorization algorithms in NLP

Algorithms for converting text sequences to numerical vectors

Understanding BERT Variants: Part 2

DistilBERT & TinyBERT using knowledge distillation

Understanding BERT Variants: Part 1

Overviewing ALBERT, RoBERTa & ELECTRA

BERT: A deeper dive

Moving ahead of Transformers

Attention is all you need: understanding with example

Phonetics based Fuzzy string matching algorithms

A dive in Soundex & Metaphone

Fuzzy match algorithms explained

The above picture might have given you enough idea of what this post is about.

Chatbots for Beginners: Understanding Rasa

Moving ahead from text summarization, its time for chatbots !!

Text summarization using TextRank in NLP

Next on the list of my NLP blog series comes Text Summarization!!