Brian DuSell

According to our database, Brian DuSell authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns.

Brian DuSell, David Chiang

CoRR, 2023

Nondeterministic Stacks in Neural Networks.

Brian DuSell

CoRR, 2023

The Surprising Computational Power of Nondeterministic Stack RNNs.

Brian DuSell, David Chiang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Learning Hierarchical Structures with Differentiable Nondeterministic Stacks.

Brian DuSell, David Chiang

Proceedings of the Tenth International Conference on Learning Representations, 2022

Algorithms for Weighted Pushdown Automata.

Alexandra Butoi, Brian DuSell, Tim Vieira, Ryan Cotterell, David Chiang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2020

Learning Context-free Languages with Nondeterministic Stack RNNs.

Brian DuSell, David Chiang

Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

2019

Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task.

Kenton Murray, Brian DuSell, David Chiang

Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019