转：详解Transition-based Dependency parser基于转移的依存句法解析器

最近在做依存句法分析，一直要做，CSDN之前的一篇部分图片缺失，这里贴出原文。

推荐paper

 

http://aclweb.org/anthology/C18-1047

Transition-based Neural RST Parsing with Implicit Syntax Features

Nan Yu, Meishan Zhang and Guohong Fu

 

https://arxiv.org/pdf/1704.07616.pdf

Joint POS Tagging and Dependency Parsing with Transition-based Neural Networks.

Liner Yang, Meishan Zhang, Yang Liu, Nan Yu, Maosong Sun, Guohong Fu.

 

https://www.mitpressjournals.org/doi/pdfplus/10.1162/tacl_a_00101

Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations

Eliyahu Kiperwasse, Yoav Goldberg

 

http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.164.1639&rep=rep1&type=pdf

Integrating Graph-Based and Transition-Based Dependency Parsers

JoakimNivre, Ryan McDonald 

 

 

推荐code

 

余南师兄的代码：

c++：https://github.com/yunan4nlp/NNDepParser

pytorch：https://github.com/yunan4nlp/Tb_DepParserMF_ARC