Embedding spaces
The way words turn into numbers. And those numbers start carrying meaning without anybody telling them to.
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Sources
- Mikolov, T. et al. 2013 · Efficient Estimation of Word Representations in Vector Space (word2vec) · ICLR Workshop 2013
- Mikolov, T. et al. 2013 · Distributed Representations of Words and Phrases and their Compositionality (negatif örnekleme) · NeurIPS 2013
- Pennington, Socher, Manning 2014 · GloVe: Global Vectors for Word Representation · EMNLP 2014
- Firth, J. R. 1957 · A Synopsis of Linguistic Theory ("You shall know a word by the company it keeps") · Studies in Linguistic Analysis
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