Colin Raffel
University of North Carolina at Chapel Hill(US)Eindhoven University of Technology(NL)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Music and Audio Processing
Most-Cited Works
- → Exploring the Limits of Transfer Learning with a Unified Text-to-Text\n Transformer(2019)8,320 cited
- → librosa: Audio and Music Signal Analysis in Python(2015)2,837 cited
- → FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence(2020)2,264 cited
- → mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer(2021)1,508 cited
- → Emergent Abilities of Large Language Models(2022)1,022 cited
- → MixMatch: A Holistic Approach to Semi-Supervised Learning(2019)604 cited
- → Multitask Prompted Training Enables Zero-Shot Task Generalization(2021)561 cited
- → Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models(2022)548 cited