Ananya Kumar

On the Opportunities and Risks of Foundation Models

Rishi Bommasani, Drew A. Hudson, Ehsan Adeli et al. · arXiv (Cornell University) · 2021 · 2.1K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution

Ananya Kumar, Aditi Raghunathan, R. Jones et al. · arXiv (Cornell University) · 2022 · 158 citations · Full text

Llm Fine-tuning, Convolutional Neural Network, Engineering +20

Holistic Evaluation of Language Models

Percy Liang, Rishi Bommasani, Dimitris Tsipras et al. · arXiv (Cornell University) · 2022 · 114 citations · Full text

Llm Fine-tuning, Engineering, Cross-lingual Representation +18

GPT-4o System Card

OpenAI, A. M. Hurst, Adam Lerer et al. · arXiv (Cornell University) · 2024 · 87 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Verified Uncertainty Calibration

Ananya Kumar, Percy Liang, Tengyu Ma · arXiv (Cornell University) · 2019 · 85 citations · Full text

Engineering, Measurement, Uncertainty Evaluation +22