System and method for korean dependency parsing for pointer networks based on multi-task learning

摘要

In the Korean-dependent syntax analysis system using the multi-task learning-based pointer network of the present invention, an input sequence composed of words including Korean is received and an output string is generated using the encoders, And a decoder for outputting an attention weight which is a probability for each position of the input sequence and outputting a dependency label based on a context vector generated using the attention weight, . According to the present invention, it is possible to shorten the time by combining non-linear activation of deep running.