conftrace_

weighted automaton

14 papers

Explore in graph

Co-occurring keywords

spectral learning (31) recurrent neural network (1790) weighted automata (6) hankel matrix (11) singular value decomposition (222) model extraction (37) concentration bound (28) language model (4599) spectral method (204) hankel tensor (1)

Papers

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
Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses NIPS 2018
Competing with Automata-based Expert Sequences AISTATS 2018
Spectral Learning from a Single Trajectory under Finite-State Policies ICML 2017
Multitask Spectral Learning of Weighted Automata NIPS 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 NIPS 2012
Quadratic Weighted Automata:Spectral Algorithm and Likelihood Maximization ACML 2011