nlp:wfsa

Table of Contents

Weighted FSAs and FSTs

Weighted FSAs and FSTs

Weighted FSAs are the weighted generalizations of FSAs and FSTs.

Key Papers

More Papers

Recent Developments

Rastogi et al 2016 - Weighting Finite-State Transductions With Neural Context
Schwartz 2018 - SoPa Bridging CNNs, RNNs, and Weighted Finite-State Machines
Lin et al 2019 - Neural Finite State Transducers: Beyond Rational Relations
Hannun et al 2020 - Differentiable Weighted Finite-State Transducers
Marzouk et al 2020 - Distance and Equivalence between Finite State Machines and Recurrent Neural Networks: Computational results
Jiang et al 2020 - Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks
Svete et al 2023 - Algorithms for Acyclic Weighted Finite-State Automata with Failure Arcs

Converting RNNs to WFSAs

Weiss et al 2019 - Learning Deterministic Weighted Automata with Queries and Counterexamples

Related Pages

Recurrent Neural Networks

nlp/wfsa.txt · Last modified: 2023/06/15 07:36 by 127.0.0.1