Brian DuSell

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Hierarchical Structures

Computational Power

Top Venues

Publications

Juan Luis Gastaldi, John Terilla, Luca Malagutti, Brian DuSell, Tim Vieira, Ryan Cotterell
The Foundations of Tokenization: Statistical and Computational Concerns. CoRR (2024)
Brian DuSell, David Chiang
Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns. ICLR (2024)
Stephen Bothwell, Brian DuSell, David Chiang, Brian Krostenko
PILA: A Historical-Linguistic Dataset of Proto-Italic and Latin. LREC/COLING (2024)
Stephen Bothwell, Brian DuSell, David Chiang, Brian Krostenko
PILA: A Historical-Linguistic Dataset of Proto-Italic and Latin. CoRR (2024)
Brian DuSell
Nondeterministic Stacks in Neural Networks. CoRR (2023)
Brian DuSell, David Chiang
The Surprising Computational Power of Nondeterministic Stack RNNs. ICLR (2023)
Brian DuSell, David Chiang
Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns. CoRR (2023)
Brian DuSell, David Chiang
Learning Hierarchical Structures with Differentiable Nondeterministic Stacks. ICLR (2022)
Brian DuSell, David Chiang
The Surprising Computational Power of Nondeterministic Stack RNNs. CoRR (2022)
Alexandra Butoi, Brian DuSell, Tim Vieira, Ryan Cotterell, David Chiang
Algorithms for Weighted Pushdown Automata. EMNLP (2022)
Alexandra Butoi, Brian DuSell, Tim Vieira, Ryan Cotterell, David Chiang
Algorithms for Weighted Pushdown Automata. CoRR (2022)
Brian DuSell, David Chiang
Learning Hierarchical Structures with Differentiable Nondeterministic Stacks. CoRR (2021)
Brian DuSell, David Chiang
Learning Context-Free Languages with Nondeterministic Stack RNNs. CoRR (2020)
Brian DuSell, David Chiang
Learning Context-free Languages with Nondeterministic Stack RNNs. CoNLL (2020)
Kenton Murray, Brian DuSell, David Chiang
Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task. CoRR (2019)
Kenton Murray, Brian DuSell, David Chiang
Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task. NGT@EMNLP-IJCNLP (2019)