Unsupervised Neural Hidden Markov Models

Code

• github.com/ketranm/neuralHMM
  OfficialIn papertorch★ 0
• github.com/WinnieHAN/dnhmm
  torch★ 0

Abstract

In this work, we present the first results for neuralizing an Unsupervised Hidden Markov Model. We evaluate our approach on tag in- duction. Our approach outperforms existing generative models and is competitive with the state-of-the-art though with a simpler model easily extended to include additional context.

Tasks

Reproductions