ODSC2019-DL-models-NLP

materials for my workshop "Latest Deep Learning Models for NLP" @ the European Open Data Science Conference 2019 (London)

Slides

The slides are available here

Practical tutorials

• colab notebook for tutorial #1
• colab notebook for tutorial #2

Resources used to prepare the workshop

• https://thegradient.pub/nlp-imagenet/
• https://ruder.io/deep-learning-nlp-best-practices/
• https://ruder.io/a-review-of-the-recent-history-of-nlp/
• https://ruder.io/4-biggest-open-problems-in-nlp/
• https://ruder.io/state-of-transfer-learning-in-nlp/
• https://rlss.inria.fr/files/2019/07/language_strub.pdf

additional resources

• https://github.com/keon/awesome-nlp
• https://web.stanford.edu/~jurafsky/slp3/
• https://dawn.cs.stanford.edu/2019/03/22/glue/
• https://drive.google.com/file/d/15ehMIJ7wY9A7RSmyJPNmrBMuC7se0PMP/view