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Michael A. Lepori · SciRah

Researcher profile · Semantic Scholar

Michael A. Lepori

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Michael A. Lepori — researcher profile on SciRah

h-index: 11
Works: 28
Citations: 371

Most-cited papers

Break It Down: Evidence for Structural Compositionality in Neural Networks
Michael A. Lepori, Thomas Serre, Ellie Pavlick
2023Neural Information Processing Systems67 citations Open access
Semantic Scholar
Who's asking? User personas and the mechanics of latent misalignment
Asma Ghandeharioun, Ann Yuan, Marius Guerard, Emily Reif +2 more
2024Neural Information Processing Systems44 citations
Semantic Scholar
Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts
Michal Golovanevsky, William Rudman, Michael A. Lepori, Amir Bar +2 more
2025Conference on Empirical Methods in Natural Language Processing35 citations
Semantic Scholar
Into the Rabbit Hull: From Task-Relevant Concepts in DINO to Minkowski Geometry
Thomas Fel, Binxun Wang, Michael A. Lepori, Matthew Kowal +7 more
2025arXiv.org34 citations
Semantic Scholar
Picking BERT’s Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis
Michael A. Lepori, R. Thomas McCoy
2020International Conference on Computational Linguistics27 citations Open access
Semantic Scholar
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects
Michael A. Lepori, Alexa R. Tartaglini, Wai Keen Vong, Thomas Serre +2 more
2024Neural Information Processing Systems23 citations
Semantic Scholar
Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis
Michael A. Lepori
2020International Conference on Computational Linguistics17 citations Open access
Semantic Scholar
Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting
S. Anand, Michael A. Lepori, Jack Merullo, Ellie Pavlick
2024International Conference on Learning Representations16 citations
Semantic Scholar
Uncovering Intermediate Variables in Transformers using Circuit Probing
Michael A. Lepori, Thomas Serre, Ellie Pavlick
2023arXiv.org16 citations
Semantic Scholar
Racing Thoughts: Explaining Contextualization Errors in Large Language Models
Michael A. Lepori, M. Mozer, Asma Ghandeharioun
2024North American Chapter of the Association for Computational Linguistics11 citations Open access
Semantic Scholar
Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs
Michael A. Lepori, Tal Linzen, R. Thomas McCoy
2020Annual Meeting of the Association for Computational Linguistics11 citations Open access
Semantic Scholar
Can you hear me now? Sensitive comparisons of human and machine perception
Michael A. Lepori, C. Firestone
2020Cognitive Sciences11 citations
Semantic Scholar
NeuroSurgeon: A Toolkit for Subnetwork Analysis
Michael A. Lepori, Ellie Pavlick, Thomas Serre
2023arXiv.org10 citations Open access
Semantic Scholar
Noise2Astro: Astronomical Image Denoising with Self-supervised Neural Networks
Yun-Chong Zhang, B. Nord, A. Pagul, Michael A. Lepori
2022Research Notes of the AAS10 citations Open access
Semantic Scholar
Language Models Struggle to Use Representations Learned In-Context
Michael A. Lepori, Tal Linzen, Ann Yuan, Katja Filippova
2026Annual Meeting of the Association for Computational Linguistics8 citations
Semantic Scholar
Are LLMs Models of Distributional Semantics? A Case Study on Quantifiers
En-Yan Zhang, Zewei Wang, Michael A. Lepori, Ellie Pavlick +1 more
2024arXiv.org6 citations
Semantic Scholar
Instilling Inductive Biases with Subnetworks
En-Yan Zhang, Michael A. Lepori, Ellie Pavlick
2023arXiv.org6 citations
Semantic Scholar
Deep Neural Networks Can Learn Generalizable Same-Different Visual Relations
Alexa R. Tartaglini, Sheridan Feucht, Michael A. Lepori, Wai Keen Vong +3 more
2023Proceedings of Cognitive Computational Neuroscience 20256 citations
Semantic Scholar
Signatures of human-like processing in Transformer forward passes
Jennifer Hu, Michael A. Lepori, Michael Franke
20255 citations
Semantic Scholar
Racing Thoughts: Explaining Large Language Model Contextualization Errors
Michael A. Lepori, M. Mozer, Asma Ghandeharioun
2024arXiv.org4 citations
Semantic Scholar
Is This Just Fantasy? Language Model Representations Reflect Human Judgments of Event Plausibility
Michael A. Lepori, Jennifer Hu, Ishita Dasgupta, Roma Patel +2 more
2025arXiv.org3 citations
Semantic Scholar
I Walk the Line: Examining the Role of Gestalt Continuity in Object Binding for Vision Transformers
Alexa R. Tartaglini, Michael A. Lepori
2026arXiv.org2 citations
Semantic Scholar
Interpreting Brain Responses to Language with Sparse Features from Language Models
Michael A. Lepori, K. Kay, Greta Tuckute
2026arXiv.org2 citations
Semantic Scholar
Linking forward-pass dynamics in Transformers and real-time human processing
Jennifer Hu, Michael A. Lepori, Michael Franke
2025arXiv.org2 citations
Semantic Scholar
Which “shoe” is best? Humans know what good training examples look like
Makaela S. Nartker, Michael A. Lepori, C. Firestone
20201 citations Open access
Semantic Scholar
Linguistic Context Recodes Visual Representations in Vision-Language Models
B. Song, Michael A. Lepori, Ellie Pavlick
20260 citations
Semantic Scholar
Sensitive Comparisons of Human and Machine Perception
C. Firestone, Michael A. Lepori
20200 citations
Semantic Scholar
Cell Response to Liquid Crystal Order
Kirsten D. Endresen, F. Serra, Michael A. Lepori
2019Biophysical Journal0 citations Open access
Semantic Scholar

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