Daphne Ippolito
Carnegie Mellon University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Adversarial Robustness in Machine Learning, Text Readability and Simplification
Most-Cited Works
- → PaLM: Scaling Language Modeling with Pathways(2022)2,124 cited
- → Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models(2022)548 cited
- → Contact Tracing Mobile Apps for COVID-19: Privacy Considerations and Related Trade-offs(2020)379 cited
- → Wordcraft: Story Writing With Large Language Models(2022)318 cited
- → Deduplicating Training Data Makes Language Models Better(2022)239 cited
- → Gemma: Open Models Based on Gemini Research and Technology(2024)220 cited
- → Quantifying Memorization Across Neural Language Models(2022)156 cited
- → The need for privacy with public digital contact tracing during the COVID-19 pandemic(2020)153 cited
- → Extracting Training Data from Diffusion Models(2023)96 cited
- → A Recipe for Arbitrary Text Style Transfer with Large Language Models(2022)92 cited