2025 Link to heading

• Williamson, D., Ji, Y., & Dwyer, M. (2025). Syntactic Blind Spots: How Misalignment Leads to LLMs’ Mathematical Errors. Proceedings of the 3rd Workshop on Mathematical Natural Language Processing (MathNLP 2025), EMNLP 2025, Suzhou, China.

• Williamson, D., Ji, Y., & Dwyer, M. (2025). CASE: Contrastive Activation for Saliency Estimation. arXiv:2506.07327

• Williamson, D., Ji, Y., & Dwyer, M. (2025). Optimizing Latent Dimension Allocation in Hierarchical VAEs: Balancing Attenuation and Information Retention for OOD Detection. arXiv:2506.10089

2019 Link to heading

• Cowart, G., Williamson, D., Farhat, N., & Lee, J.-S. (2019). Do Humans STILL Have a Monopoly on Creativity or Is Creativity Overrated? HCI.