Papers with ordinary weighted FSTs
Neural Finite-State Transducers: Beyond Rational Relations (N19-1)
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| Challenge: | a finite state transducer defines joint and conditional probability distributions over strings . a weighted finite-state transducers can only model certain functions, known as the rational relations . |
| Approach: | They propose a family of string transduction models defining joint and conditional probability distributions over pairs of strings. |
| Outcome: | The proposed models are more powerful than previous finite-state models with neural features. |