Semantic Role Labeling for Bengali Noun using 5Ws Who, What, When, Where and Why

摘要：

In this paper we present different methodologies to extract semantic role labels of Bengali nouns using 5W distilling. The 5W task seeks to extract the semantic information of nouns in a natural language sentence by distilling it into the answers to the 5W questions: Who, What, When, Where and Why. As Bengali is a resource constraint language, the building of annotated gold standard corpus and acquisition of linguistics tools for features extraction are described in this paper. The tag label wise reported precision values of the present system are: 79.56％ (Who), 65.45％ (What), 73.35％ (When), 77.66％ (Where) and 63.50％ (Why).

关键词： Semantic Role Labelin Bengali Noun 5Ws

作者: Amitava Das Aniruddha Ghosh Sivaji Bandyopadhyay

作者单位: Computer Science and Engineering Department Jadavpur University Kolkata, India

会议类型: 国际会议

会议名称: The 6th International Conference on Natural Language Processing and Knowledge Engineering(第六届IEEE自然语言处理与知识工程国际会议 NLP-KE 2010)

会议地点: 北京

会议语种:英文

页码: 1-8

在线出版日期: 2010-08-21（万方平台首次上网日期，不代表论文的发表时间）