RoBERTa is an extension of BERT with changes to the pretraining procedure. The modifications include:
Paper | Code | Results | Date | Stars |
---|
Task | Papers | Share |
---|---|---|
Language Modelling | 74 | 8.83% |
Sentence | 56 | 6.68% |
Sentiment Analysis | 42 | 5.01% |
Question Answering | 33 | 3.94% |
Text Classification | 32 | 3.82% |
Classification | 24 | 2.86% |
Named Entity Recognition (NER) | 18 | 2.15% |
NER | 18 | 2.15% |
Natural Language Understanding | 16 | 1.91% |