comp-syn: Perceptually Grounded Word Embeddings with Color. - Bhargav Srinivasa Desikan; Tasker Hull; Ethan O. Nadler; Douglas Guilbeault; Aabir Abubaker Kar; Mark Chu; Donald Ruggiero Lo Sardo (COLING, 2020)

Signal in Noise: Exploring Meaning Encoded in Random Character Sequences with Character-Aware Language Models. - Mark Chu; Bhargav Srinivasa Desikan; Ethan O. Nadler; Donald Ruggiero Lo Sardo; Elise Darragh-Ford; Douglas Guilbeault (ACL (1), 2022)

Divergences in Color Perception between Deep Neural Networks and Humans. - Ethan O. Nadler; Elise Darragh-Ford; Bhargav Srinivasa Desikan; Christian Conaway; Mark Chu; Tasker Hull; Douglas Guilbeault (CoRR, 2023)

Statistical or Embodied? Comparing Colorseeing, Colorblind, Painters, and Large Language Models in Their Processing of Color Metaphors. - Ethan O. Nadler; Douglas Guilbeault; Sofronia M. Ringold; T. R. Williamson; Antoine Bellemare-Pépin; Iulia M. Comsa; Karim Jerbi; Srini Narayanan; Lisa Aziz-Zadeh (Cogn. Sci., 2025)