GitHub / KayvanShah1 / pos-tagging-hmm-adversarial-learning

This repository contains the implementation of a Part-of-Speech (POS) tagging system using Hidden Markov Models (HMMs) along with various decoding techniques and adversarial training strategies for sequence labeling tasks. Project for course DSCI 599 - Optimization Techniques for Data Science, Fall 2023

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Topics: adversarial-learning, decoding, greedy-algorithm, hidden-markov-model, natural-language-processing, optimization-techniques, part-of-speech-tagging, perturbation-methods, pos-tagging, python, sequence-labeling, viterbi-algorithm, wall-street-journal

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