Lecture 13: Neural language models and word embeddings

Notes

• Box

Recording

• YouTube
• Mediasite

Readings

• Ekman Chapters 12 and 13
• Linguistic Regularities in Continuous Space Word Representations, Mikolov et al., ACL 2013
• The Woman Worked as a Babysitter: On Biases in Language Generation, Sheng et al., EMNLP 2019
• Efficient Estimation of Word Representations in Vector Space (a.k.a. word2vec), Mikolov et al., 2013
• GloVe: Global Vectors for Word Representation, Pennington et al., EMNLP 2014