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Named Entity Recognition for Malayalam language: A CRF based approach

Prasad, Gowri / Fousiya, K.K. / Kumar, M. Anand / Soman, K.P.

Named Entity Recognition is an important application area of Natural Language Processing. It is the process of identifying the designators which are present in a sentence called as named entities. Named Entity Recognition can be performed using rule based approaches, machine learning based approaches and hybrid approaches. This paper proposes a method for Named Entity Recognition of Malayalam language using one of the supervised machine learning approach called Conditional Random field approach.

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Named Entity Recognition for Malayalam language: A CRF based approach

Prasad, Gowri / Fousiya, K.K. / Kumar, M. Anand / Soman, K.P.

Named Entity Recognition is an important application area of Natural Language Processing. It is the process of identifying the designators which are present in a sentence called as named entities. Named Entity Recognition can be performed using rule based approaches, machine learning based approaches and hybrid approaches. This paper proposes a method for Named Entity Recognition of Malayalam language using one of the supervised machine learning approach called Conditional Random field approach.

Named Entity Recognition for Malayalam language: A CRF based approach

Prasad, Gowri / Fousiya, K.K. / Kumar, M. Anand / Soman, K.P.

Named Entity Recognition is an important application area of Natural Language Processing. It is the process of identifying the designators which are present in a sentence called as named entities. Named Entity Recognition can be performed using rule based approaches, machine learning based approaches and hybrid approaches. This paper proposes a method for Named Entity Recognition of Malayalam language using one of the supervised machine learning approach called Conditional Random field approach.

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Title:

Named Entity Recognition for Malayalam language: A CRF based approach

Contributors:

Prasad, Gowri (author) / Fousiya, K.K. (author) / Kumar, M. Anand (author) / Soman, K.P. (author)

Published in:

2015 International Conference on Smart Technologies and Management for Computing, Communication, Controls, Energy and Materials (ICSTM) ; 16-19

Publication date:

2015-05-01

Size:

204559 byte

ISBN:

978-1-4799-9854-8 , 978-1-4799-9855-5 , 978-1-4799-9853-1

DOI:

https://doi.org/10.1109/ICSTM.2015.7225384

Type of media:

Conference paper

Type of material:

Electronic Resource

Language:

English

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