publications

Yuan, J.*, Pinto, F.*, Davies, A.*, & Torr, P. (2024). Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators. Accepted for publication in International Conference on Machine Learning.
preprint project page

Zhang, Y.*, Davies, A.*, & Zhai, C. (2024). Understanding the Social Construction of Juvenile Delinquency: Insights from Semantic Analysis of Big-Data Historical Newspaper Collections. Accepted for publication in Journal of Computational Social Science.

Davies, A., Jiang, J., & Zhai, C. (2023). Competence-Based Analysis of Language Models. arXiv preprint arXiv:2303.00333.
preprint

Satheesan, S. P., Bhavya, Davies, A., Craig, A. B., Zhang, Y., & Zhai, C. (2022). Toward a Big Data Analysis System for Historical Newspaper Collections Research. Proceedings of the Platform for Advanced Scientific Computing Conference. doi:10.1145/3539781.3539795
paper slides video

Davies, A. (2021). Definitional Templating: A Novel Approach to Modeling the Compositional Semantics of Noun Compounds (Publication No. UUCS 21-013).
paper