Polina Zablotskaia
5 papers · 2021–2023 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer
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Hot Topic Early Bird
β
The Questioner
Conferences
EMNLP (2)
AAAI (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
influence function
(2)
model debugging
(2)
model interpretability
(2)
text classification
(1)
text summarization
(1)
feature attribution
(1)
efficient computing
(1)
hessian approximation
(1)
latent variable model
(1)
training data attribution
(1)
input salience
(1)
arnoldi iteration
(1)
training datum
(1)
uncertainty calibration
(1)
model interpretation
(1)
predictive uncertainty
(1)
faithfulness evaluation
(1)
neural summarization
(1)
probabilistic deep learning
(1)
transformer model
(1)
Papers
Theoretical and Practical Perspectives on what Influence Functions Do
NIPS 2023
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study
EMNLP 2023
Scaling Up Influence Functions
AAAI 2022
βWill You Find These Shortcuts?β A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification
EMNLP 2022
PROVIDE: a probabilistic framework for unsupervised video decomposition
UAI 2021