Claudia Shi
8 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (5)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(21)
π£
Hot Topic Early Bird
Conferences
NIPS (4)
AISTATS (2)
ACL (1)
UAI (1)
Top co-authors
Keywords
causal inference
(4)
large language model
(3)
synthetic control
(2)
causal effect estimation
(2)
uncertainty quantification
(1)
propensity score
(1)
representation learning
(1)
out-of-distribution generalization
(1)
text classification
(1)
hypothesis testing
(1)
distribution shift
(1)
theoretical bound
(1)
neural network analysis
(1)
language model
(1)
spurious correlation
(1)
circuit analysis
(1)
treatment effect estimation
(1)
mechanistic interpretability
(1)
invariant learning
(1)
model behavior
(1)
Papers
On the Misspecification of Linear Assumptions in Synthetic Controls
AISTATS 2024
Hypothesis Testing the Circuit Hypothesis in LLMs
NIPS 2024
Evaluating the Moral Beliefs Encoded in LLMs
NIPS 2023
Data Augmentations for Improved (Large) Language Model Generalization
NIPS 2023
An Invariant Learning Characterization of Controlled Text Generation
ACL 2023
On the Assumptions of Synthetic Control Methods
AISTATS 2022
Invariant representation learning for treatment effect estimation
UAI 2021
Adapting Neural Networks for the Estimation of Treatment Effects
NIPS 2019