👉 Vocabulary computing refers to the process of managing and utilizing the set of words or symbols, known as a vocabulary, in natural language processing (NLP) and computational linguistics. It involves creating a mapping between these linguistic units and numerical representations, typically integers or tokens, to facilitate the computational analysis of text data. This process is crucial for tasks such as text classification, information retrieval, and machine translation, as it enables algorithms to understand and process human language more effectively by converting words into a format that machines can interpret and manipulate. A well-designed vocabulary helps in capturing the semantic and syntactic nuances of language, improving the accuracy and efficiency of NLP applications.
