awni/automata_ml

future reading?

MarisaKirisame opened this issue · 1 comments

I read the book and is pretty interested. Is there any future reading I should take a look into?

awni commented

That was fast!

Is there any future reading I should take a look into?

It depends what you want to learn about.

  • Weighted Automata Algorithms by Mehryar Mohri gives a pretty thorough description of some important operations (compose, determinize, minimize, etc.). This is a pretty general but formal treatment.
  • Differentiable Weighted Finite-State Transducers is our recent paper on some research applications of automatic differentiation and weighted automata.
  • GTN is a software package (I am a co-author) that you can use to implement WFST algorithms with automatic differentiation. This is a good way to supplement the reading.