Experiments in Learning Dyck-1 Languages with Recurrent Neural Networks. - Nadine El-Naggar; Pranava Madhyastha; Tillman Weyde (HLC, 2022)

Exploring the Long-Term Generalization of Counting Behavior in RNNs. - Nadine El-Naggar; Pranava Madhyastha; Tillman Weyde (CoRR, 2022)

Theoretical Conditions and Empirical Failure of Bracket Counting on Long Sequences with Linear Recurrent Networks. - Nadine El-Naggar; Pranava Madhyastha; Tillman Weyde (EACL (Student Research Workshop), 2023)

Formal and Empirical Studies of Counting Behaviour in ReLU RNNs. - Nadine El-Naggar; Andrew Ryzhikov; Laure Daviaud; Pranava Madhyastha; Tillman Weyde (ICGI, 2023)