Web Reference: 2 days ago · Raw text data often unstructured, noisy and inconsistent, containing typos, punctuation, stopwords and irrelevant information. Text preprocessing converts this data into a clean, structured and standardized format, enabling effective feature extraction and improving model performance. Part of every text processing task Not a general NLP solution (for that we use large NLP systems we will see in later lectures) But very useful as part of those systems (e.g., for pre-processing or text formatting) Jul 12, 2023 · Natural Language Processing (NLP) is a branch of Machine learning (ML) that is focused on making computers understand the human language. It is used to create language models, language translation apps like Google translate, and virtual assistants, among other things.
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