select works: interpretability in Transformer-based language models

select works: interpretability in Transformer-based language models

Rivière P.D. & Trott S. (accepted, forthcoming) Start Making Sense(s): A Developmental Probe of Attention Specialization Using Lexical Ambiguity. Transactions of the Association for Computational Linguistics. link preview

Rivière P.D., Beatty-Martínez A., & Trott S. (2025) Evaluating Contextualized Representations of (Spanish) Ambiguous Words: A Lexical Resource and Empirical Analysis. In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies. link preview

Rivière P.D., Jones C.R., & Trott S. (2026) Developmental Trajectories of Situation Modeling and Mentalizing in Transformer Language Models. In Proceedings of the 1st Workshop on Computational Developmental Linguistics

select works: associative learning, inhibitory circuits, & the rodent hippocampus

Rivière P.D., Schamberg, G, Coleman, T.P., Rangel L.M. (2022) Modeling relationships between rhythmic processes and neuronal spike timing. Journal of Neurophysiology 128(3) p.593-610 link preview

Rivière P.D., Rangel L.M. (2018) Spike-Field Coherence and Firing Rate Profiles of CA1 Interneurons During an Associative Memory Task. In: Deines A., Ferrero D., Graham E., Im M., Manore C., Price C. (eds) Advances in the Mathematical Sciences. AWMRS 2017. Association for Women in Mathematics Series, vol 15. Springer, Cham link preview

Rangel, L. M., Rueckemann, J.W., Rivière, P. D., Keefe, K. R. , Porter, B.S., Heimbuch, I. S., Budlong, C. H., Eichenbaum, H., (2016) Rhythmic coordination of hippocampal neurons during associative memory processing, eLife doi:10.7554/eLife.09849. link