Thomas Wolf
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter(2019)4,569 cited
- → HuggingFace's Transformers: State-of-the-art Natural Language Processing(2019)3,125 cited
- → Multitask Prompted Training Enables Zero-Shot Task Generalization(2021)561 cited
- → Datasets: A Community Library for Natural Language Processing(2021)320 cited
- → TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents(2019)282 cited
- → Large-Scale Transfer Learning for Natural Language Generation(2019)88 cited
- → Learning from others' mistakes: Avoiding dataset biases without modeling them(2020)51 cited
- → A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks(2019)35 cited
- → VIMPAC: Video Pre-Training via Masked Token Prediction and Contrastive Learning(2021)33 cited
- → Grounding Large Language Models in Interactive Environments with Online\n Reinforcement Learning(2023)31 cited