A Bangla Semantic Parser using Context-Free-Grammar

This research work describes a computer system for understanding the parsing of Bangla sentences. It draws on recent developments in Natural Language Processing (NLP) research to look at the past, present, and future of NLP technology in a new light. The research work of Bangla Language Processing (...

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Veröffentlicht in:2017 International Conference on Current Trends in Computer, Electrical, Electronics and Communication (CTCEEC) S. 1233 - 1237
Hauptverfasser: Mridha, M. F., Bhuiyan, Hanif, Akhtar, Shammi, Saha, Aloke Kumar
Format: Tagungsbericht
Sprache:Englisch
Veröffentlicht: IEEE 01.09.2017
Schlagworte:
Bangla Language Processing
Context-Free-Grammar
Dictionaries
Grammar
Morphological Analysis
Natural language processing
NLP
Semantic Parser
Semantics
Syntactics
ISBN:153863242X, 9781538632420
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Zusammenfassung:This research work describes a computer system for understanding the parsing of Bangla sentences. It draws on recent developments in Natural Language Processing (NLP) research to look at the past, present, and future of NLP technology in a new light. The research work of Bangla Language Processing (BLP) was started in late1980s in Bangladesh and it already produced some substantive results. NLP is a theory-motivated range of computational techniques for the automatic analysis and representation of human language. Here the researchers present a semantic parser for analyzing Bangla language semantics applying Bangla Lexicon. Semantic parsing augments the stratum of comprehension of NLP than the syntactic parsing, that is primarily indulges in untangling the syntactic ambiguities of the words. In this work, the researchers have tried to develop a Context-Free-Grammar (CFG) for semantic parser. It is the grammar that consist rules with a single symbol on the left- hand side of the rewrite rules. The researchers have tried to make a rule based grammar using CFG. Tokenize of sentence is extensive deed of this research. According to every token, the researchers present their pronunciation and morphological attachment. Finally, the researchers have analyzed Bangla language semantics applying Bangla lexicon.
ISBN:153863242X
9781538632420
DOI:10.1109/CTCEEC.2017.8455103