3 ms·
That's true, according to the paper improvement over MLP is negligible. It looks like the model is very small and that might be a reason for relatively low perf
by jacek 10y ago
That's true, according to the paper improvement over MLP is negligible. It looks like the model is very small and that might be a reason for relatively low performance.
- zackchase 10y agoThe performance of multilayer perceptrons and linear models is significant. The paper additionally allows the MLP and linear models to "cheat" by giving them heavily hand-engineered features incorporating extensive prior knowledge. Even with this benefit, the LSTM outperforms the baselines, but the improvement is considerably smaller.
- zackchase 10y agoThe performance improvement over