Claudia Shi
8 papers · 2019–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Machine Learning
(7)
Core AI
(7)
Core Methods
(4)
Natural Language Processing
(3)
Learning Types
(3)
Optimization & Theory
(3)
Resources & Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Generation
(1)
Learning Paradigms
(1)
Methods
(1)
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
Hypothesis Testing the Circuit Hypothesis in LLMs
NeurIPS 2024
On the Misspecification of Linear Assumptions in Synthetic Controls
AISTATS 2024
An Invariant Learning Characterization of Controlled Text Generation
ACL 2023
Data Augmentations for Improved (Large) Language Model Generalization
NeurIPS 2023
Evaluating the Moral Beliefs Encoded in LLMs
NeurIPS 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
NeurIPS 2019