Dependency Parsing with LSTMs: An Empirical Evaluation

Adhiguna Kuncoro, Yuichiro Sawai, Kevin Duh +1

We propose a transition-based dependency parser using Recurrent Neural Networks with Long Short-Term Memory (LSTM) units. This extends the feedforward neural network parser of Chen…