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  /  Project   /  Blog: NLP Metablog — A blog of blogs

Blog: NLP Metablog — A blog of blogs

http://bit.ly/2wIN8VF


NLP has grown into a field of wide applications ranging from chatbots to news generation. I started my journey into NLP with standard courses but a majority of my practical learnings came from personal blogs of researchers. This metablog is a collection of my favourite blogs and courses I go through every once in a while to refresh myself.

As they say “Finding the right learning material is half the work.”

Basics

Embeddings

Word2Vec

GLOVE

ELMO

BERT

Embeddings summary by Lilian Weng

Transfer learning

Slides from NAACL

Ruder on Multi-task learning

ULMFiT (Universal Language Model For Fine Tuning)

NN concepts

Normalisation

4 Sequence Encoding Blocks You Must Know Besides RNN/LSTM

Conversational AI

Denny’s

Han’s

Rasa

Huggingface

ML pipeline

Airbnb

Uber

Databricks Mlflow

Libraries

Random

Papers and code

State of the art NLP papers

NLPprogress

Source: Artificial Intelligence on Medium

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