Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding.
Yu ZhangHao ChengZhihong ShenXiaodong LiuYe-Yi WangJianfeng GaoPublished in: EMNLP (Findings) (2023)
Keyphrases
- learning models
- multi task
- learning tasks
- scientific literature
- multi task learning
- learning problems
- supervised learning
- machine learning
- learning algorithm
- machine learning algorithms
- transfer learning
- text mining
- loss function
- kernel methods
- learning experience
- semi supervised learning
- training examples
- training set
- multi class
- classification models
- data mining
- semi supervised
- digital libraries
- information retrieval
- data sets
- unlabeled data
- image classification