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Emergent Linguistic Structure in Deep Contextual Neural Word Representations - Chris Manning
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- 1 Intro
- 2 1. Language Modeling
- 3 Enlightenment era neural language models (NLMs) 1. Solve curse of dimensionality by sharing of statistical strength via
- 4 Recurrent models with (self-)attention
- 5 Self-attention in masked sequence model
- 6 SQUAD Question
- 7 What do BERT attention heads do?
- 8 There's a coreference head (!)
- 9 Distance metrics unify trees and vectors
- 10 Finding trees in vector spaces
