526 citations · 1.1k across the 32 of their papers we have counts for
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cs.CL2015★ 69 cited
Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs
Miguel Ballesteros, Chris Dyer, Noah A. Smith
We present extensions to a continuous-state dependency parsing method that makes it applicable to morphologically rich languages. Starting with a high-performance transition-based…
cs.CL2015★ 526 cited
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…