AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes

Understand

We present \textit{AutoExtend}, a system to learn embeddings for synsets and lexemes.

• It is flexible in that it can take any word embeddings as input and does not need an additional training corpus.
• The synset/lexeme embeddings obtained live in the same vector space as the word embeddings.
• A sparse tensor formalization guarantees efficiency and parallelizability.