Brian DuSell

@inproceedings{butoi-etal-2025-training,
    title = "Training Neural Networks as Recognizers of Formal Languages",
    author = "Butoi, Alexandra and Khalighinejad, Ghazal and Svete, Anej and Valvoda, Josef and Cotterell, Ryan and DuSell, Brian",
    booktitle = "Proc. ICLR",
    year = "2025",
    month = apr,
    address = "Singapore",
    url = "https://openreview.net/forum?id=aWLQTbfFgV"
}

@inproceedings{gastaldi-etal-2025-foundations,
    title = "The Foundations of Tokenization: Statistical and Computational Concerns",
    author = "Gastaldi, Juan Luis and Terilla, John and Malagutti, Luca and DuSell, Brian and Vieira, Tim and Cotterell, Ryan",
    booktitle = "Proc. ICLR",
    year = "2025",
    month = apr,
    address = "Singapore",
    url = "https://openreview.net/forum?id=B5iOSxM2I0"
}

@misc{vieira-etal-2024-language,
    title = "From Language Models over Tokens to Language Models over Characters",
    author = "Vieira, Tim and LeBrun, Ben and Giulianelli, Mario and Gastaldi, Juan Luis and DuSell, Brian and Terilla, John and O'Donnell, Timothy J. and Cotterell, Ryan",
    year = "2024",
    month = dec,
    url = "https://arxiv.org/abs/2412.03719",
    doi = "10.48550/arXiv.2412.03719",
    note = "{arXiv}:2412.03719"
}

@inproceedings{giulianelli-etal-2024-proper,
    title = "On the Proper Treatment of Tokenization in Psycholinguistics",
    author = "Giulianelli, Mario and Malagutti, Luca and Gastaldi, Juan Luis and DuSell, Brian and Vieira, Tim and Cotterell, Ryan",
    booktitle = "Proc. EMNLP",
    pages = "18556--18572",
    year = "2024",
    month = nov,
    address = "Miami, Florida",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.emnlp-main.1032/"
}

@inproceedings{bothwell-etal-2024-pila,
    title = "{PILA}: A Historical-Linguistic Dataset of {P}roto-{I}talic and {L}atin",
    author = "Bothwell, Stephen and DuSell, Brian and Chiang, David and Krostenko, Brian",
    booktitle = "Proc. LREC-COLING",
    pages = "12749--12760",
    year = "2024",
    month = may,
    address = "Turin, Italy",
    publisher = "ELRA and ICCL",
    url = "https://aclanthology.org/2024.lrec-main.1116/"
}

@inproceedings{dusell-chiang-2024-stack,
    title = "Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns",
    author = "DuSell, Brian and Chiang, David",
    booktitle = "Proc. ICLR",
    year = "2024",
    month = may,
    address = "Vienna, Austria",
    url = "https://openreview.net/forum?id=XVhm3X8Fum"
}

@phdthesis{dusell-2023-nondeterministic,
    title = "Nondeterministic Stacks in Neural Networks",
    author = "DuSell, Brian",
    school = "University of Notre Dame",
    year = "2023",
    month = apr,
    url = "https://curate.nd.edu/show/jh343r10k4d",
    doi = "10.7274/jh343r10k4d"
}

@inproceedings{dusell-chiang-2023-surprising,
    title = "The Surprising Computational Power of Nondeterministic Stack {RNN}s",
    author = "DuSell, Brian and Chiang, David",
    booktitle = "Proc. ICLR",
    year = "2023",
    month = may,
    address = "Kigali, Rwanda",
    url = "https://openreview.net/forum?id=o58JtGDs6y"
}

@inproceedings{butoi-etal-2022-algorithms,
    title = "Algorithms for Weighted Pushdown Automata",
    author = "Butoi, Alexandra and DuSell, Brian and Vieira, Tim and Cotterell, Ryan and Chiang, David",
    booktitle = "Proc. EMNLP",
    pages = "9669--9680",
    year = "2022",
    month = dec,
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2022.emnlp-main.656/",
    doi = "10.18653/v1/2022.emnlp-main.656"
}

@inproceedings{dusell-chiang-2022-learning,
    title = "Learning Hierarchical Structures with Differentiable Nondeterministic Stacks",
    author = "DuSell, Brian and Chiang, David",
    booktitle = "Proc. ICLR",
    year = "2022",
    month = apr,
    address = "Online",
    url = "https://openreview.net/forum?id=5LXw_QplBiF"
}

@inproceedings{dusell-chiang-2020-learning,
    title = "Learning Context-Free Languages with Nondeterministic Stack {RNN}s",
    author = "DuSell, Brian and Chiang, David",
    booktitle = "Proc. CoNLL",
    pages = "507--519",
    year = "2020",
    month = nov,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.conll-1.41/",
    doi = "10.18653/v1/2020.conll-1.41"
}

@inproceedings{murray-etal-2019-efficiency,
    title = "Efficiency through Auto-Sizing: {N}otre {D}ame {NLP}{'}s Submission to the {WNGT} 2019 Efficiency Task",
    author = "Murray, Kenton and DuSell, Brian and Chiang, David",
    booktitle = "Proc. Workshop on Neural Generation and Translation",
    pages = "297--301",
    year = "2019",
    month = nov,
    address = "Hong Kong",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/D19-5634/",
    doi = "10.18653/v1/D19-5634"
}