weighted automaton

PyFoma: a Python finite-state compiler module ACL 2024 Efficient Algorithms for Recognizing Weighted Tree-Adjoining Languages EMNLP 2023 Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks AAAI 2021 Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces AAAI 2020 Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning AISTATS 2019 Interpolated Spectral NGram Language Models ACL 2019 Competing with Automata-based Expert Sequences AISTATS 2018 Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses NeurIPS 2018 Multitask Spectral Learning of Weighted Automata NeurIPS 2017 Spectral Learning from a Single Trajectory under Finite-State Policies ICML 2017 Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning JMLR 2016 Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning ICML 2014 Spectral Learning of General Weighted Automata via Constrained Matrix Completion NeurIPS 2012 Quadratic Weighted Automata:Spectral Algorithm and Likelihood Maximization ACML 2011