Hidden Markov Model Matlab Code Download
This project contains an implementation for a Hidden Markov Model for Named Entity Recognition (NER) in MatLab. The parameters are learned from the labelled data and Viterbi decoding is performed for make predictions.
NER Dataset
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A NER dataset from the CoNNL 2003 shared task has been provided in data.mat. The file data.mat contains:
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Hidden Markov Model Matlab
Hidden Markov Model Matlab Code Download
Hidden Markov Model Example
train: Structure with the training data.
- word_seqs: Cell array with the word sequences.
- tag_seqs: Cell array with the tag sequences. Matching dimensions to word_seqs.
test: Test dataset. Same structure as the training dataset.