April 2022
Beginner to intermediate
534 pages
13h 38m
English
Content preview from The Kaggle Book
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11
Modeling for NLP
Natural language processing (NLP) is a field operating at the intersection of linguistics, computer science, and AI. Its primary focus is algorithms to process and analyze large amounts of natural language data. Over the last few years, it has become an increasingly popular topic of Kaggle competitions. While the domain itself is very broad and encompasses very popular topics such as chatbots and machine translation, in this chapter we will focus on specific subsets that Kaggle contests frequently deal with.
Sentiment analysis as a simple classification problem is extremely popular and discussed all over, so we’ll begin with a somewhat more interesting variation on the problem: identifying sentiment-supporting phrases in ...
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