Bidirectional Encoder Representations from Transformers (BERT)

Youtube search... ...Google search

• Google is improving 10 percent of searches by understanding language context - Say hello to BERT | Dieter Bohn - The Verge ...the old Google search algorithm treated that sentence as a “Bag-of-Words (BoW)”
• Google AI’s ALBERT claims top spot in multiple NLP performance benchmarks | Khari Johnson - VentureBeat
• Facebook AI’s RoBERTa improves Google’s BERT pretraining methods | Khari Johnson - VentureBeat
• Google's BERT - built on ideas from ULMFiT, ELMo, and OpenAI
• Attention Mechanism/Transformer Model
  • Transformer-XL
• Natural Language Processing (NLP)
• Microsoft makes Google’s BERT NLP model better | Khari Johnson - VentureBeat
• Watch me Build a Finance Startup | Siraj Raval
• Smaller, faster, cheaper, lighter: Introducing DistilBERT, a distilled version of BERT | Victor Sanh - Medium
• TinyBERT: Distilling BERT for Natural Language Understanding | X. Jiao, Y. Yin, L. Shang, X. Jiang, X. Chen, L. Li, F. Wang, and Q. Liu researchers at Huawei produces a model called TinyBERT that is 7.5 times smaller and nearly 10 times faster than the original. It also reaches nearly the same language understanding performance as the original.
• Understanding BERT: Is it a Game Changer in NLP? | Bharat S Raj - Towards Data Science
• Google