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What is POS Tagging Approaches Explained about?
This document discusses different approaches to part-of-speech (POS) tagging, including rule-based, empirical, and hybrid approaches. Empirical approaches are further divided into example-based and stochastic-based tagging. Stochastic tagging uses probability and can be supervised, using a tagged corpus to train models, or unsupervised, inducing tags automatically. Common supervised techniques are hidden Markov models (HMM) and support vector machines (SVM). Transformation-based tagging is similar to rule-b
- Author
- Rabia Qasim
- Language
- EN