Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework.
Yiming ChenYan ZhangBin WangZuozhu LiuHaizhou LiPublished in: EMNLP (2022)
Keyphrases
- semi supervised
- learning algorithm
- learning process
- learning frameworks
- supervised learning
- online learning
- unsupervised learning
- multi view learning
- learning scheme
- reinforcement learning
- boosting framework
- incremental learning
- representation language
- representation scheme
- dynamic bayesian networks
- inductive inference
- design principles
- learning problems
- learning tasks
- kernel machines
- unlabeled data
- active learning
- prior knowledge
- structured representations