Conference Publication Details
Mandatory Fields
Ojha, Atul Kr. and Zeman, Daniel
Proceedings of the WILDRE5--5th Workshop on Indian Language Data: Resources and Evaluation
Universal Dependency Treebanks for Low-Resource Indian Languages: The Case of Bhojpuri
2020
January
Published
1
()
Optional Fields
UD, Parser, Bhojpuri
33
38
Online
This paper presents the first dependency treebank for Bhojpuri, a resource-poor language that belongs to the Indo-Aryan language family. The objective behind the Bhojpuri Treebank (BHTB) project is to create a substantial, syntactically annotated treebank which not only acts as a valuable resource in building language technological tools, also helps incross-lingual learning and typological research. Currently, the treebank consists of 4,881 annotated tokens in accordance with the annotation scheme of Universal Dependencies (UD). A Bhojpuri tagger and parser were created using machine learning approach. The accuracy of the model is 57.49% UAS, 45.50% LAS, 79.69% UPOS accuracy, and 77.64% XPOSaccuracy. The paper describes the details of the project including a discussion on linguistic analysis and annotation process of the Bhojpuri UD treebank.
LINDAT/CLA-RIAH-CZ and Khresmoi, the grants no. LM2018101 and 7E11042 of the Ministry of Education, Youth and Sports of the Czech Republic, and FP7-ICT-2010-6-257528 of the European Union
https://www.aclweb.org/anthology/2020.wildre-1.7.pdf
Grant Details
EU, Other Government
Publication Themes
Informatics, Physical and Computational Sciences