Picture for Insup Lee

Insup Lee

AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties

Add code
Oct 31, 2024
Viaarxiv icon

Benchmarking LLM Guardrails in Handling Multilingual Toxicity

Add code
Oct 29, 2024
Viaarxiv icon

Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models

Add code
Aug 22, 2024
Viaarxiv icon

Automating Weak Label Generation for Data Programming with Clinicians in the Loop

Add code
Jul 10, 2024
Viaarxiv icon

Uncertainty in Language Models: Assessment through Rank-Calibration

Add code
Apr 04, 2024
Viaarxiv icon

Understanding Calibration for Multilingual Question Answering Models

Add code
Nov 15, 2023
Viaarxiv icon

Testing learning-enabled cyber-physical systems with Large-Language Models: A Formal Approach

Add code
Nov 13, 2023
Viaarxiv icon

PAC Prediction Sets Under Label Shift

Add code
Oct 19, 2023
Figure 1 for PAC Prediction Sets Under Label Shift
Figure 2 for PAC Prediction Sets Under Label Shift
Figure 3 for PAC Prediction Sets Under Label Shift
Figure 4 for PAC Prediction Sets Under Label Shift
Viaarxiv icon

Memory-Consistent Neural Networks for Imitation Learning

Add code
Oct 09, 2023
Viaarxiv icon

IBCL: Zero-shot Model Generation for Task Trade-offs in Continual Learning

Add code
Oct 09, 2023
Viaarxiv icon