Kishorjit Nongmeikapam


2020

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Deep Neural Model for Manipuri Multiword Named Entity Recognition with Unsupervised Cluster Feature
Jimmy Laishram | Kishorjit Nongmeikapam | Sudip Naskar
Proceedings of the 17th International Conference on Natural Language Processing (ICON)

The recognition task of Multi-Word Named Entities (MNEs) in itself is a challenging task when the language is inflectional and agglutinative. Having breakthrough NLP researches with deep neural network and language modelling techniques, the applicability of such techniques/algorithms for Indian language like Manipuri remains unanswered. In this paper an attempt to recognize Manipuri MNE is performed using a Long Short Term Memory (LSTM) recurrent neural network model in conjunction with Part Of Speech (POS) embeddings. To further improve the classification accuracy, word cluster information using K-means clustering approach is added as a feature embedding. The cluster information is generated using a Skip-gram based words vector that contains the semantic and syntactic information of each word. The model so proposed does not use extensive language morphological features to elevate its accuracy. Finally the model’s performance is compared with the other machine learning based Manipuri MNE models.

2017

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Exploring an Efficient Handwritten Manipuri Meetei-Mayek Character Recognition Using Gradient Feature Extractor and Cosine Distance Based Multiclass k-Nearest Neighbor Classifier
Kishorjit Nongmeikapam | Wahengbam Kumar | Mithlesh Prasad Singh
Proceedings of the 14th International Conference on Natural Language Processing (ICON-2017)

2016

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Genetic Algorithm (GA) Implementation for Feature Selection in Manipuri POS Tagging
Kishorjit Nongmeikapam | Sivaji Bandyopadhyay
Proceedings of the 13th International Conference on Natural Language Processing

2014

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Manipuri Chunking: An Incremental Model with POS and RMWE
Kishorjit Nongmeikapam | Thiyam Ibungomacha Singh | Ngariyanbam Mayekleima Chanu | Sivaji Bandyopadhyay
Proceedings of the 11th International Conference on Natural Language Processing

2012

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Keyphrase Extraction in Scientific Articles: A Supervised Approach
Pinaki Bhaskar | Kishorjit Nongmeikapam | Sivaji Bandyopadhyay
Proceedings of COLING 2012: Demonstration Papers

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Manipuri Morpheme Identification
Kishorjit Nongmeikapam | Vidya Raj RK | Nirmal Y | Sivaji B
Proceedings of the 3rd Workshop on South and Southeast Asian Natural Language Processing

2009

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Named Entity Recognition for Manipuri Using Support Vector Machine
Thoudam Doren Singh | Kishorjit Nongmeikapam | Asif Ekbal | Sivaji Bandyopadhyay
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, Volume 2