Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding.
Yu ZhangHao ChengZhihong ShenXiaodong LiuYe-Yi WangJianfeng GaoPublished in: CoRR (2023)
Keyphrases
- learning models
- multi task
- learning tasks
- scientific literature
- multi task learning
- learning problems
- supervised learning
- machine learning
- learning algorithm
- machine learning algorithms
- text mining
- transfer learning
- semi supervised learning
- digital libraries
- kernel methods
- loss function
- training examples
- classification models
- conditional random fields
- learning experience
- biomedical literature
- multi label
- computer vision
- information retrieval
- data sets
- training set
- feature selection
- semi supervised
- multi class
- high dimensional
- pairwise