SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines

15 May 2018

Papers citing "SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines"

7 / 7 papers shown

Title
Tighter Bounds on the Expressivity of Transformer Encoders David Chiang Peter A. Cholak A. Pillay 27 53 0 25 Jan 2023
Algorithms for Acyclic Weighted Finite-State Automata with Failure Arcs Anej Svete Benjamin Dayan Tim Vieira Ryan Cotterell Jason Eisner 24 1 0 17 Jan 2023
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval Uri Alon Frank F. Xu Junxian He Sudipta Sengupta Dan Roth Graham Neubig RALM 77 62 0 28 Jan 2022
Formal Language Theory Meets Modern NLP William Merrill AI4CE NAI 14 12 0 19 Feb 2021
RNN Architecture Learning with Sparse Regularization Jesse Dodge Roy Schwartz Hao Peng Noah A. Smith 20 10 0 06 Sep 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
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014