Ves Stoyanov
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Text Readability and Simplification, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension(2020)1,222 cited
- → BART: Denoising Sequence-to-Sequence Pre-training for Natural Language\n Generation, Translation, and Comprehension(2019)235 cited
- → Supervised Contrastive Learning for Pre-trained Language Model\n Fine-tuning(2020)215 cited
- → OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization(2022)85 cited
- → Self-training Improves Pre-training for Natural Language Understanding(2020)46 cited
- → LEVER: Learning to Verify Language-to-Code Generation with Execution(2023)21 cited
- → Preserving integrity in online social networks(2022)14 cited
- → Efficient Large Scale Language Modeling with Mixtures of Experts(2021)13 cited
- → ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection(2022)4 cited