Brian DuSell

@inproceedings{someya-etal-2025-information,
    title = "Information Locality as an Inductive Bias for Neural Language Models",
    author = "Someya, Taiga and Svete, Anej and DuSell, Brian and O'Donnell, Timothy J. and Giulianelli, Mario and Cotterell, Ryan",
    booktitle = "Proc. ACL",
    year = "2025",
    month = jul # "--" # aug,
    address = "Vienna, Austria",
    url = "https://arxiv.org/abs/2506.05136"
}

@inproceedings{vieira-etal-2025-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",
    booktitle = "Forty-second International Conference on Machine Learning",
    year = "2025",
    month = jul,
    address = "Vancouver, Canada",
    url = "https://arxiv.org/abs/2412.03719"
}

@inproceedings{vieira-etal-2025-language,
    title = "Language Models over Canonical Byte-Pair Encodings",
    author = "Vieira, Tim and Liu, Tianyu and Pasti, Clemente and Emara, Yahya and DuSell, Brian and LeBrun, Benjamin and Giulianelli, Mario and Gastaldi, Juan Luis and O'Donnell, Timothy J. and Cotterell, Ryan",
    booktitle = "Forty-second International Conference on Machine Learning",
    year = "2025",
    month = jul,
    address = "Vancouver, Canada",
    url = "https://arxiv.org/abs/2506.07956"
}

@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 = "The Thirteenth International Conference on Learning Representations",
    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 = "The Thirteenth International Conference on Learning Representations",
    year = "2025",
    month = apr,
    address = "Singapore",
    url = "https://openreview.net/forum?id=B5iOSxM2I0"
}

@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 = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing",
    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 = "Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)",
    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 = "The Twelfth International Conference on Learning Representations",
    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 = "The Eleventh International Conference on Learning Representations",
    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 = "Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing",
    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 = "International Conference on Learning Representations",
    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 = "Proceedings of the 24th Conference on Computational Natural Language Learning",
    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 = "Proceedings of the 3rd 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"
}