NIT5150 - Advanced Object Oriented Programming
|1.||Critically review natural language processing (NLP) applications and developments;|
|2.||Disaggregate and appraise the components in a typical NLP application architecture;|
|3.||Investigate and apply knowledge discovery processes and associated models to complex NLP application scenarios;|
|4.||Analyse state-of-art NLP techniques and evaluate the performance using various datasets; and|
|5.||Extrapolate knowledge and skills to design and develop an NLP application to support sustainable innovation, understand the importance of human factors and ethical considerations and provide business solutions.|
|Laboratory Work||Lab submission (2)||20%|
|Case Study||In-class Problem Solving Case Study for a scenario based real world problem (concepts, modelling, programming and scenario analysis)||40%|
Speech and language processing: an introduction to natural language processing, computational linguistics, and speech recognition 3rd ed draft
Jurafsky, D & Martin, JH (2020)
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