Katie Collins

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authored 5 papers 5 months ago

FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines

Paper • 2307.15475 • Published Jul 28, 2023

Large Language Models Must Be Taught to Know What They Don't Know

Paper • 2406.08391 • Published Jun 12, 2024 • 1

Can Large Language Models Understand Symbolic Graphics Programs?

Paper • 2408.08313 • Published Aug 15, 2024 • 7

General Scales Unlock AI Evaluation with Explanatory and Predictive Power

Paper • 2503.06378 • Published Mar 9 • 1

Modeling Open-World Cognition as On-Demand Synthesis of Probabilistic Models

Paper • 2507.12547 • Published Jul 16

authored a paper about 2 years ago

Rich Human Feedback for Text-to-Image Generation

Paper • 2312.10240 • Published Dec 15, 2023 • 20

authored a paper over 2 years ago

Evaluating Language Models for Mathematics through Interactions

Paper • 2306.01694 • Published Jun 2, 2023 • 2