Transition-Based Dependency Parsing with Stack Long Short-Term Memory

Chris Dyer, Miguel Ballesteros, Wang Ling +2

We propose a technique for learning representations of parser states in transition-based dependency parsers. Our primary innovation is a new control structure for sequence-to-seque…