Work

Sprucing up the trees – Error detection in treebanks

Year: 2018

Type: book-chapter

Abstract: We present a method for detecting annotation errors in manually and automatically annotated dependency parse trees, based on ensemble parsing in combination with Bayesian inference, guided by active learning.We evaluate our method in different scenarios: (i) for error detection in dependency treebanks and (ii) for improving parsing accuracy on in-and out-of-domain data.

Source: Publication Server of the Institute for German Language (Institute for German Language)

Authors: Ines Rehbein, Josef Ruppenhofer

Institution: Saarland University

Language: English

Topic: Natural Language Processing Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W2827420120

FWCI: 1.129

Cites: 28

Cited by: 3

Related to: 20