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Brian DuSell
Brian DuSell
Postdoc, ETH Zurich
Verified email at inf.ethz.ch - Homepage
Title
Cited by
Cited by
Year
On the proper treatment of tokenization in psycholinguistics
M Giulianelli, L Malagutti, JL Gastaldi, B DuSell, T Vieira, R Cotterell
EMNLP, 18556--18572, 2024
182024
Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns
B DuSell, D Chiang
ICLR, 2024
182024
Learning hierarchical structures with differentiable nondeterministic stacks
B DuSell, D Chiang
ICLR, 2022
172022
Learning context-free languages with nondeterministic stack RNNs
B DuSell, D Chiang
CoNLL, 507--519, 2020
152020
The foundations of tokenization: Statistical and computational concerns
JL Gastaldi, J Terilla, L Malagutti, B DuSell, T Vieira, R Cotterell
ICLR, 2025
132025
Training Neural Networks as Recognizers of Formal Languages
A Butoi, G Khalighinejad, A Svete, J Valvoda, R Cotterell, B DuSell
ICLR, 2025
122025
From language models over tokens to language models over characters
T Vieira, B LeBrun, M Giulianelli, JL Gastaldi, B DuSell, J Terilla, ...
ICML, 2024
112024
The surprising computational power of nondeterministic stack RNNs
B DuSell, D Chiang
ICLR, 2023
82023
Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task
K Murray, B DuSell, D Chiang
Workshop on Neural Generation and Translation, 297--301, 2019
82019
Algorithms for weighted pushdown automata
A Butoi, B DuSell, T Vieira, R Cotterell, D Chiang
EMNLP, 9669--9680, 2022
62022
Language Models over Canonical Byte-Pair Encodings
T Vieira, T Liu, C Pasti, Y Emara, B DuSell, B LeBrun, M Giulianelli, ...
ICML, 2025
52025
Information Locality as an Inductive Bias for Neural Language Models
T Someya, A Svete, B DuSell, TJ O'Donnell, M Giulianelli, R Cotterell
ACL, 2025
22025
PILA: A Historical-Linguistic Dataset of Proto-Italic and Latin
S Bothwell, B DuSell, D Chiang, B Krostenko
LREC--COLING, 12749--12760, 2024
12024
Bearing Syntactic Fruit with Stack-Augmented Neural Networks
B DuSell, R Cotterell
arXiv preprint arXiv:2511.03547, 2025
2025
Training Neural Networks to Recognize Formal Languages: Bridging Theory and Experiments
B DuSell
2025
Stack Attention
B DuSell
2024
Nondeterministic Stacks in Neural Networks
B DuSell
University of Notre Dame, 2023
2023
A Causal Study on The Learnability of Formal Languages
V Snæbjarnarson, J Valvoda, A Svete, B DuSell, R Cotterell
Analyzing Neural Networks with Gradient Tracing
B DuSell
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Articles 1–19