1_Distributional_Semantics.md

Fasttext

[1. Enriching Word Vectors with Subword Information(https://arxiv.org/pdf/1607.04606.pdf)

• taking into account morphology. model morphology by considering subword units, and representing words by a sum of its character n-grams.

facebookresearch/StarSpace

• StarSpace: Embed All The Things!

Skip-gram

2013 p(wc|wt), predict context words

CBow

Metrics

• human similarity judgement
• word analogy tasks