Memorize or generalize? Searching for a compositional RNN in a haystack

Adam Liška, Germán Kruszewski, Marco Baroni

Neural networks are very powerful learning systems, but they do not readily generalize from one task to the other. This is partly due to the fact that they do not learn in a compos…