PhD in Linguistics
Summer Chambers

Summer Chambers
Computational Linguistics, Automated Speech Recognition, Language Documentation/Revitalization, Phonetics, Sociolinguistics (Gender and Neurodiversity)
Summer is a PhD student and Presidential Scholar in the GMU Linguistics department. With a background in data science, her research interests lie at the intersections of linguistics and computational methods. She takes particular interest in the documentation and revitalization of indigenous languages using computational tools. Summer is currently focused on community-centered speech technologies for low-resource and indigenous languages, and has done work on automated speech recognition models for Akuzipik (a native Alaskan language) and Hawrami (a low-resource Iranian language). Summer is also involved in research on autistic pragmatics and bias in AI-detection tools against content written by autistic adults.
Selected Publications
Chambers, S., Kelley, M.C. (2025). The Misclassification of Autistic Writing as AI-Generated. In: Cristea, A.I., Walker, E., Lu, Y., Santos, O.C., Isotani, S. (eds) Artificial Intelligence in Education. AIED 2025. Lecture Notes in Computer Science(), vol 15879. Springer, Cham. https://doi.org/10.1007/978-3-031-98420-4_7
Chambers, S., Shikur, K. M., & Morris, S. (2021). Information Retrieval Techniques for Automated Policy Review. 2021 Systems and Information Engineering Design Symposium (SIEDS), 1–6. https://doi.org/10.1109/SIEDS52267.2021.9483780
Grants and Fellowships
Presidential Scholarship, George Mason University (2023-2027)
Education
PhD Student, Linguistics, George Mason University (2023-present)
MS, Data Science, University of Virginia (2020-2021)
MA, Linguistics, University of Virginia (2019-2020)
BA, Linguistics; Spanish, University of Virginia (2016-2019)