Easy-First Chinese POS Tagging and Dependency Parsing

A Joint Model for Graph-based Chinese Dependency Parsing

In Chinese dependency parsing, the joint model of word segmentation, POS tagging and dependency parsing has become the mainstream framework because it can eliminate error propagation and share knowledge, where the transi…

Neural Joint Model for Transition-based Chinese Syntactic Analysis

We present neural network-based joint models for Chinese word segmentation, POS tagging and dependency parsing. Our models are the first neural approaches for fully joint Chinese analysis that is known to prevent the err…

N-LTP: An Open-source Neural Language Technology Platform for Chinese

We introduce \texttt{N-LTP}, an open-source neural language technology platform supporting six fundamental Chinese NLP tasks: {lexical analysis} (Chinese word segmentation, part-of-speech tagging, and named entity recogn…

Easy-First POS Tagging and Dependency Parsing with Beam Search

End-to-End Chinese Parsing Exploiting Lexicons

Chinese parsing has traditionally been solved by three pipeline systems including word-segmentation, part-of-speech tagging and dependency parsing modules. In this paper, we propose an end-to-end Chinese parsing model ba…