scholarly journals Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited

2019 ◽  
Author(s):  
Artur Kulmizev ◽  
Miryam de Lhoneux ◽  
Johannes Gontrum ◽  
Elena Fano ◽  
Joakim Nivre
Keyword(s):  
Word Embeddings ◽  
Dependency Parsing

Learning context-dependent word embeddings based on dependency parsing

2020 ◽  
Vol 19 (4) ◽  
pp. 334
Author(s):  
Ke Yan ◽  
Jie Chen ◽  
Wenhao Zhu ◽  
Xin Jin ◽  
Guannan Hu
Keyword(s):  
Word Embeddings ◽  
Dependency Parsing ◽  
Learning Context ◽  
Context Dependent

Deep Contextualized Word Embeddings for Universal Dependency Parsing

2020 ◽  
Vol 19 (1) ◽  
pp. 1-17
Author(s):  
Yijia Liu ◽  
Wanxiang Che ◽  
Yuxuan Wang ◽  
Bo Zheng ◽  
Bing Qin ◽  
...  
Keyword(s):  
Word Embeddings ◽  
Dependency Parsing

scholarly journals TurkuNLP: Delexicalized Pre-training of Word Embeddings for Dependency Parsing

2017 ◽  
Author(s):  
Jenna Kanerva ◽  
Juhani Luotolahti ◽  
Filip Ginter
Keyword(s):  
Word Embeddings ◽  
Dependency Parsing

scholarly journals Easy-First Dependency Parsing with Hierarchical Tree LSTMs

2016 ◽  
Vol 4 ◽  
pp. 445-461 ◽  
Author(s):  
Eliyahu Kiperwasser ◽  
Yoav Goldberg
Keyword(s):  
Neural Network ◽  
Recurrent Neural Network ◽  
Word Embeddings ◽  
Dependency Parsing ◽  
Vector Representation ◽  
Bottom Up ◽  
Hierarchical Tree ◽  
Parse Trees ◽  
Dependency Parser

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 very strong 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.

Query expansion based on global dependency parsing analysis

2013 ◽  
Author(s):  
Qinyuan Xiang ◽  
Weijiang Li ◽  
Hui Deng ◽  
Feng Wang
Keyword(s):  
Query Expansion ◽  
Dependency Parsing
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