BaliDataMan/NLP-Updates

NLP Updates list of Experiences, Resources & Best Practices.

NLP Updates

• Yann LeCun's Deep learning Course - DS-GA 1008 · SPRING 2020 · NYU CENTER FOR DATA SCIENCE

  • Official Blog
  • Course Material

• Maximizing BERT model performance (by Ajit Rajasekharan) -

• Stanford MLSys Seminar Series

  • Beyond Accuracy: Behavioral Testing of NLP Models with CheckList by Marco Tulio Ribeiro (10/15/20)
  • Machine Learning at Industrial Scale: Lessons from the MLflow Project by Matei Zaharia (10/22/20)
  • On Heterogeneity in Federated Settings by Virginia Smith (10/29/20)
  • Principles of Good Machine Learning Systems Design by Chip Huyen (11/12/20)
  • Programmatically Building & Managing Training Data with Snorkel by Alex Ratner (11/05/20 )

• CharBERT: Character-aware Pre-trained Language Model

• CharacterBERT: Reconciling ELMo and BERT for Word-LevelOpen-Vocabulary Representations From Characters

• Github NLP Mines

  • The-NLP-Pandect