Michael A. Lepori

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Dependency Structure

Neuro Fuzzy Systems

Top Venues

Publications

Michael A. Lepori, Alexa R. Tartaglini, Wai Keen Vong, Thomas Serre, Brenden M. Lake, Ellie Pavlick
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects. CoRR (2024)
Asma Ghandeharioun, Ann Yuan, Marius Guerard, Emily Reif, Michael A. Lepori, Lucas Dixon
Who's asking? User personas and the mechanics of latent misalignment. CoRR (2024)
Suraj Anand, Michael A. Lepori, Jack Merullo, Ellie Pavlick
Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting. CoRR (2024)
Michael A. Lepori, Thomas Serre, Ellie Pavlick
Uncovering Intermediate Variables in Transformers using Circuit Probing. CoRR (2023)
Michael A. Lepori, Thomas Serre, Ellie Pavlick
Break It Down: Evidence for Structural Compositionality in Neural Networks. CoRR (2023)
Alexa R. Tartaglini, Sheridan Feucht, Michael A. Lepori, Wai Keen Vong, Charles Lovering, Brenden M. Lake, Ellie Pavlick
Deep Neural Networks Can Learn Generalizable Same-Different Visual Relations. CoRR (2023)
Enyan Zhang, Michael A. Lepori, Ellie Pavlick
Instilling Inductive Biases with Subnetworks. CoRR (2023)
Michael A. Lepori, Ellie Pavlick, Thomas Serre
NeuroSurgeon: A Toolkit for Subnetwork Analysis. CoRR (2023)
Michael A. Lepori, Thomas Serre, Ellie Pavlick
Break It Down: Evidence for Structural Compositionality in Neural Networks. NeurIPS (2023)
Michael A. Lepori, Chaz Firestone
Can You Hear Me Now? Sensitive Comparisons of Human and Machine Perception. Cogn. Sci. 46 (10) (2022)
Michael A. Lepori, R. Thomas McCoy
Picking BERT's Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis. CoRR (2020)
Michael A. Lepori
Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis. CoRR (2020)
Michael A. Lepori, Tal Linzen, R. Thomas McCoy
Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs. ACL (2020)
Michael A. Lepori, R. Thomas McCoy
Picking BERT's Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis. COLING (2020)
Michael A. Lepori, Tal Linzen, R. Thomas McCoy
Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs. CoRR (2020)
Michael A. Lepori, Chaz Firestone
Can you hear me now? Sensitive comparisons of human and machine perception. CoRR (2020)
Michael A. Lepori
Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis. COLING (2020)