Title :
Automated question generator for Tagalog informational texts using case markers
Author :
Montenegro, C.S. ; Engle, V.G. ; Acuba, M.G.J. ; Ferrenal, A.M.A.
Author_Institution :
Coll. of Comput. Studies, Silliman Univ., Dumaguete City, Philippines
Abstract :
This paper presents an automated natural language question generator for Tagalog informational texts. It takes a target text as an input and generates a set of what, where and who question and answer pairs extracted from the source text. The resulting questions are also ranked using a proposed acceptability criterion. The implementation consists of three modules: a part of speech tagger, an anaphora resolver, and a question ranker. Questions generated from the experiment were rated by three evaluators. Of the generated questions, 33% were rated as acceptable by the evaluators, 96% of which were in need of modifications.
Keywords :
natural language processing; question answering (information retrieval); text analysis; Tagalog informational text; acceptability criterion; anaphora resolver; answer pairs; automated natural language question generator; automated question generator; case markers; part of speech tagger; question ranker; source text; Educational institutions; Generators; Natural language processing; Semantics; Speech; Syntactics; Tagging; anaphora resolution; natural language; parsing; part of speech tagging; question generation;
Conference_Titel :
TENCON 2012 - 2012 IEEE Region 10 Conference
Conference_Location :
Cebu
Print_ISBN :
978-1-4673-4823-2
Electronic_ISBN :
2159-3442
DOI :
10.1109/TENCON.2012.6412273