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Trigram HMM for Gene Name Recognition by Yuchen is a document available to read on EtoBox.

What is Trigram HMM for Gene Name Recognition about?

This document describes a hidden Markov model (HMM) part-of-speech tagging assignment involving identifying gene names in biological text. Students are asked to implement an HMM tagger with emissions and transitions estimated from training data, and a Viterbi decoder to find the most likely tag sequence. The document provides training, development and test data, as well as scripts to collect counts, evaluate models, and submit results. Students implement a baseline tagger, an HMM tagger, and improve the HMM

Author

Yuchen

Language

EN