Open vmarkovtsev opened 5 years ago
Assigning to you @zurk because you worked for solutions and missed interesting tasks.
@vmarkovtsev I think it's time to close this issue :wink:, for some reason I cannot do it myself.
I'd rather leave these to indicate what was lacking in the project when we stopped. Thanks for pinging anyway!
Our current NN splitter is based on BiLSTM, which has problems with performance. We should leverage the recent advancements in deep learning and implement the new attention-based (seq2seq-like?) architecture of the model.
Stage 1 - research
Follow the paper, take the same dataset, and design the model. Calculate the metrics.
Stage 2 - production
Package the model, publish it on Modelforge.