Hybrid Approach for Named Entity Recognition

Kanwalpreet SinghBajwa, Amardeep Kaur
2015 International Journal of Computer Applications  
This paper proposes the Named Entity Recognition (NER) system for Punjabi language using a hybrid approach in which rule based approach and machine learning approach i.e. Hidden Markov Model (HMM) is combined. With no Dataset available, the Named Entities (NEs) were manually tagged which led us to the creation of training and testing dataset, under the linguistic supervision. Using hybrid approach, the proposed system is able to recognize Name of person,
doi:10.5120/20713-3048 fatcat:drjyggezinf3lnwyba4v77vrnm