Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning

4 July 2018

Papers citing "Connecting Weighted Automata and Recurrent Neural Networks through Spectral Learning"

8 / 8 papers shown

Title
Are Deep Sequence Classifiers Good at Non-Trivial Generalization? Francesco Cazzaro A. Quattoni X. Carreras MQ 26 0 0 24 Oct 2022
Sequential Density Estimation via Nonlinear Continuous Weighted Finite Automata Tianyu Li Bogdan Mazoure Guillaume Rabusseau 23 0 0 08 Jun 2022
Thinking Like Transformers Gail Weiss Yoav Goldberg Eran Yahav AI4CE 35 127 0 13 Jun 2021
Formal Language Theory Meets Modern NLP William Merrill AI4CE NAI 16 12 0 19 Feb 2021
Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach Rémi Eyraud Stéphane Ayache 19 16 0 28 Sep 2020
Nonparametric Learning of Two-Layer ReLU Residual Units Zhunxuan Wang Linyun He Chunchuan Lyu Shay B. Cohen MLT OffRL 33 1 0 17 Aug 2020
Learning Deterministic Weighted Automata with Queries and Counterexamples Gail Weiss Yoav Goldberg Eran Yahav TPM 26 45 0 30 Oct 2019
Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces Takamasa Okudono Masaki Waga Taro Sekiyama I. Hasuo 11 37 0 05 Apr 2019