probml / dynamax

State Space Models library in JAX
https://probml.github.io/dynamax/
MIT License
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add support for normalizing flow emission model for HMM #274

Open murphyk opened 1 year ago

murphyk commented 1 year ago

Then try to replicate this cool application, where they did unsupervised POS discovery from penn treebank text corpus, using fixed word embeddings as the observaiton sequence.

J. He, G. Neubig, and T. Berg-Kirkpatrick, “Unsupervised Learning of Syntactic Structure with Invertible Neural Projections,” in EMNLP, 2018 [Online]. Available: http://arxiv.org/abs/1808.09111