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Michael A. Lepori
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Year
Picking BERT's brain: Probing for linguistic dependencies in contextualized embeddings using representational similarity analysis
MA Lepori, RT McCoy
arXiv preprint arXiv:2011.12073, 2020
192020
Unequal representations: Analyzing intersectional biases in word embeddings using representational similarity analysis
MA Lepori
arXiv preprint arXiv:2011.12086, 2020
152020
Representations of syntax [MASK] useful: Effects of constituency and dependency structure in recursive LSTMs
MA Lepori, T Linzen, RT McCoy
arXiv preprint arXiv:2005.00019, 2020
142020
Break it down: Evidence for structural compositionality in neural networks
M Lepori, T Serre, E Pavlick
Advances in Neural Information Processing Systems 36, 42623-42660, 2023
102023
Can You Hear Me Now? Sensitive Comparisons of Human and Machine Perception
MA Lepori, C Firestone
Cognitive Science 46 (10), e13191, 2022
52022
NeuroSurgeon: A toolkit for subnetwork analysis
MA Lepori, E Pavlick, T Serre
arXiv preprint arXiv:2309.00244, 2023
32023
Noise2Astro: Astronomical Image Denoising with Self-supervised Neural Networks
Y Zhang, B Nord, A Pagul, M Lepori
Research Notes of the AAS 6 (9), 187, 2022
22022
Uncovering Intermediate Variables in Transformers using Circuit Probing
MA Lepori, T Serre, E Pavlick
arXiv preprint arXiv:2311.04354, 2023
12023
Instilling Inductive Biases with Subnetworks
E Zhang, MA Lepori, E Pavlick
arXiv preprint arXiv:2310.10899, 2023
12023
Deep neural networks can learn generalizable same-different visual relations
AR Tartaglini, S Feucht, MA Lepori, WK Vong, C Lovering, BM Lake, ...
arXiv preprint arXiv:2310.09612, 2023
12023
Which “shoe” is best? Humans know what good training examples look like
M Nartker, M Lepori, C Firestone
Journal of Vision 20 (11), 1318-1318, 2020
2020
Cell Response to Liquid Crystal Order
KD Endresen, F Serra, MA Lepori
Biophysical Journal 116 (3), 546a, 2019
2019
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Articles 1–12