Michael Lepori
4 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
representational similarity analysis
(2)
contextualized embedding
(2)
model pruning
(1)
constituency parsing
(1)
recursive neural network
(1)
word embedding
(1)
intersectional bia
(1)
syntactic structure
(1)
subject-verb agreement
(1)
ablation study
(1)
probing task
(1)
context encoding
(1)
linguistic dependency
(1)
fairness in machine learning
(1)
structural compositionality
(1)
data augmentation
(1)
modular subnetwork
(1)
dependency parsing
(1)
Papers
Break It Down: Evidence for Structural Compositionality in Neural Networks
NeurIPS 2023
Picking BERT’s Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis
COLING 2020
Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs
ACL 2020
Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis
COLING 2020