Bosc and Vincent (2018) proposed a method that learns the long short-term memory (LSTM) (Hochreiter and Schmidhuber, 1997) that encodes a word definition into an embedding.
while the baseline CPAE outperformed our model on the two out of five datasets pertaining to word relatedness, our model consistently outperformed the baseline on the similarity benchmarks.