DuSell, Brian

7 publications

ICML 2025 From Language Models over Tokens to Language Models over Characters Tim Vieira, Benjamin Lebrun, Mario Giulianelli, Juan Luis Gastaldi, Brian Dusell, John Terilla, Timothy J. O’Donnell, Ryan Cotterell

ICML 2025 Language Models over Canonical Byte-Pair Encodings Tim Vieira, Tianyu Liu, Clemente Pasti, Yahya Emara, Brian Dusell, Benjamin Lebrun, Mario Giulianelli, Juan Luis Gastaldi, Timothy J. O’Donnell, Ryan Cotterell

ICLR 2025 The Foundations of Tokenization: Statistical and Computational Concerns Juan Luis Gastaldi, John Terilla, Luca Malagutti, Brian DuSell, Tim Vieira, Ryan Cotterell

ICLR 2025 Training Neural Networks as Recognizers of Formal Languages Alexandra Butoi, Ghazal Khalighinejad, Anej Svete, Josef Valvoda, Ryan Cotterell, Brian DuSell

ICLR 2024 Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns Brian DuSell, David Chiang

ICLR 2023 The Surprising Computational Power of Nondeterministic Stack RNNs Brian DuSell, David Chiang

ICLR 2022 Learning Hierarchical Structures with Differentiable Nondeterministic Stacks Brian DuSell, David Chiang