Essays about: "gaussian word embeddings"
Found 1 essay containing the words gaussian word embeddings.
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1. Detecting Lexical Semantic Change Using Probabilistic Gaussian Word Embeddings
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : In this work, we test two novel methods of using word embeddings to detect lexical semantic change, attempting to overcome limitations associated with conventional approaches to this problem. Using a diachronic corpus spanning over a hundred years, we generate word embeddings for each decade with the intention of evaluating how meaning changes are represented in embeddings for the same word across time. READ MORE
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