Verification of Bangla Sentence Structure using N-Gram

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Nur Hossain Khan
Nur Hossain Khan
σ
Md. Farukuzzaman Khan
Md. Farukuzzaman Khan
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Md. Mojahidul Islam
Md. Mojahidul Islam
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Md. Habibur Rahman
Md. Habibur Rahman Bachelor of Science in Fisheries Master of Science in Fisheries
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Bappa Sarker
Bappa Sarker
α to ρ Islamic University Islamic University

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Verification of Bangla Sentence Structure using N-Gram

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Abstract

Statistical N-gram language modeling is used in many domains like spelling and syntactic verification, speech recognition, machine translation, character recognition and like others. This paper describes a system for sentence structure verification based on Ngram modeling of Bangla. An experimental corpus containing one million word tokens was used to train the system. The corpus was a part of the BdNC01 corpus, created in the SIPL lab. of Islamic university. Collecting several sample text from different newspapers, the system was tested by 1000 correct and another 1000 incorrect sentences. The system has successfully identified the structural validity of test sentences at a rate of 93%. This paper also describes the limitations of our system with possible solutions.

References

7 Cites in Article
  1. K Michael,Andreas Brown,Dave Kellner,Raggett (2010). Stochastic Language Models (N-Gram) Specification.
  2. Xi Yang,Wenxin Liang (2010). An N-Gram-and-Wikipedia joint approach to Natural Language Identification.
  3. (1993). Natural Language Processing, the PLNLP approach.
  4. Eric Atwell,Stephen Elliott (1987). Dealing with illformed English text.
  5. Daniel Naber (2003). A Rule-Based Style and Grammar Checker.
  6. Sandeep Krishnamurthy A Demonstration of the Futility of Using Microsoft Word's Spelling and Grammar Check.
  7. Daniel Jurafsky,James Martin (1999). Speech and Language ProcessingAn Introduction to Natural Language Processing: Computational Linguistics and Speech Recognition.

Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Nur Hossain Khan. 2014. \u201cVerification of Bangla Sentence Structure using N-Gram\u201d. Global Journal of Computer Science and Technology - A: Hardware & Computation GJCST-A Volume 14 (GJCST Volume 14 Issue A1): .

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Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

Version of record

v1.2

Issue date

May 18, 2014

Language
en
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Statistical N-gram language modeling is used in many domains like spelling and syntactic verification, speech recognition, machine translation, character recognition and like others. This paper describes a system for sentence structure verification based on Ngram modeling of Bangla. An experimental corpus containing one million word tokens was used to train the system. The corpus was a part of the BdNC01 corpus, created in the SIPL lab. of Islamic university. Collecting several sample text from different newspapers, the system was tested by 1000 correct and another 1000 incorrect sentences. The system has successfully identified the structural validity of test sentences at a rate of 93%. This paper also describes the limitations of our system with possible solutions.

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Verification of Bangla Sentence Structure using N-Gram

Nur Hossain Khan
Nur Hossain Khan Islamic University
Md. Farukuzzaman Khan
Md. Farukuzzaman Khan Islamic University
Md. Mojahidul Islam
Md. Mojahidul Islam Islamic University
Md. Habibur Rahman
Md. Habibur Rahman
Bappa Sarker
Bappa Sarker

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