Easy-First Dependency Parsing with Hierarchical Tree LSTMs

ACL 2017

Easy-First Dependency Parsing with Hierarchical Tree LSTMs

Jan 21, 2021
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Abstract: We suggest a compositional vector representation of parse trees that relies on a recursive combination of recurrent-neural network encoders. To demonstrate its effectiveness, we use the representation as the backbone of a greedy, bottom-up dependency parser, achieving state-of-the-art accuracies for English and Chinese, without relying on external word embeddings. The parser's implementation is available for download at the first author's webpage. Authors: Eliyahu Kiperwasser, Yoav Goldberg (Bar-Ilan University)

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