Squeezing bottlenecks: exploring the limits of autoencoder semantic representation capabilities

Parth Gupta, Rafael E. Banchs, Paolo Rosso

We present a comprehensive study on the use of autoencoders for modelling text data, in which (differently from previous studies) we focus our attention on the following issues: i)…