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Markov Chain Text Generation

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21–23 of 23 posts

Re: Markov Chain Text Generation

#21
post #5

Considering RNNs have completely taken over text generation with language models, are there any papers that comprehensively compare the power of RNN and Markov models?

This is not a paper, but an interesting blog post nevertheless:

The unreasonable effectiveness of Character-level Language Models (and why RNNs are still cool)

https://nbviewer.jupyter.org/gist/yoavg/d76121dfde2618422139

Re: Markov Chain Text Generation

#22
post #5

Considering RNNs have completely taken over text generation with language models, are there any papers that comprehensively compare the power of RNN and Markov models?

Maybe this paper is of interest: Panzner (2016): "Comparing hidden markov models and long short term memory neural networks for learning action representations"

https://pub.uni-bielefeld.de/download/2903474/2907910/MOD201...

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