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mithash/MEMORY-BASED-FRAMEWORK-FOR-NAMED-ENTITY-RECOGNITION

Domain:

natural language processing

Record type:

paper
Creator:
mit
Host:
This study aimed to develop and evaluate a memory-based NER framework tailored for Kikuyu, a low-resource Bantu language. Leveraging the TiMBL (Tilburg Memory-Based Learner) algorithm, implementing KNN with k=1, the research implemented a k-nearest neighbor approach to classify entities based on manually annotated data from the Kikuyu corpus.