Blog: NLP Metablog — A blog of blogs
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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
- Intro to NLP
- Text Mining
- Coursera sequence models
- CS224n — Natural Language Processing with Deep Learning — 2019
- Spacy crash course
- Google crash course

Embeddings
- Attention by Denny
- Attention by Lilian
- Transformer by Jalammar
- Transformer by Harvard NLP
- BERT by Jalammar
- BERT by mlexplained
- Łukasz Kaiser’s talk
Embeddings summary by Lilian Weng
Transfer 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
Rasa
- Bot levels
- Level 3 bot
- 13 rules for chatbot design
- Rasa NLU in Depth: Part 1 — Intent Classification
- Rasa NLU in Depth: Part 2 — Entity Recognition
- Rasa NLU in Depth: Part 3 — Hyperparameter Tuning
Huggingface
ML pipeline
Airbnb
Uber
Libraries
Random
- Topic modelling by Nanonets
- How to detect fake text?
- An Embarrassingly Simple Approach for Transfer Learning
- Machine Learning Fairness
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