5 code implementations • 24 Nov 2016 • Avishkar Bhoopchand, Tim Rocktäschel, Earl Barr, Sebastian Riedel
By augmenting a neural language model with a pointer network specialized in referring to predefined classes of identifiers, we obtain a much lower perplexity and a 5 percentage points increase in accuracy for code suggestion compared to an LSTM baseline.