Work

A High-Performance Syntactic and Semantic Dependency Parser

Year: 2010
Type: conference-paper
Abstract: This demonstration presents a highperformance syntactic and semantic dependency parser. The system consists of a pipeline of modules that carry out the tokenization, lemmatization, part-of-speech tagging, dependency parsing, and semantic role labeling of a sentence. The system’s two main components draw on improved versions of a state-of-the-art dependency parser (Bohnet, 2009) and semantic role labeler (Björkelund et al., 2009) developed independently by the authors. The system takes a sentence as input and produces a syntactic and semantic annotation using the CoNLL 2009 format. The processing time needed for a sentence typically ranges from 10 to 1000 milliseconds. The predicate–argument structures in the final output are visualized in the form of segments, which are more intuitive for a user. 1
Language: English
Open Access status: green
OpenAlex ID: W2099162170
FWCI: 4.306
Cites: 11
Cited by: 137
Related to: 10