Michael A. Lepori

According to our database, Michael A. Lepori authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Uncovering Intermediate Variables in Transformers using Circuit Probing.

Michael A. Lepori, Thomas Serre, Ellie Pavlick

CoRR, 2023

Instilling Inductive Biases with Subnetworks.

Enyan Zhang, Michael A. Lepori, Ellie Pavlick

CoRR, 2023

Deep Neural Networks Can Learn Generalizable Same-Different Visual Relations.

Alexa R. Tartaglini, Sheridan Feucht, Michael A. Lepori, Wai Keen Vong, Charles Lovering, Brenden M. Lake, Ellie Pavlick

CoRR, 2023

NeuroSurgeon: A Toolkit for Subnetwork Analysis.

Michael A. Lepori, Ellie Pavlick, Thomas Serre

CoRR, 2023

Break It Down: Evidence for Structural Compositionality in Neural Networks.

Michael A. Lepori, Thomas Serre, Ellie Pavlick

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Can You Hear Me Now? Sensitive Comparisons of Human and Machine Perception.

Michael A. Lepori, Chaz Firestone

Cogn. Sci., 2022

2020

Picking BERT's Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis.

Michael A. Lepori, R. Thomas McCoy

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis.

Michael A. Lepori

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs.

Michael A. Lepori, Tal Linzen, R. Thomas McCoy

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020