Understanding and Mitigating Human-Labelling Errors in Supervised Contrastive Learning.
Zijun LongLipeng ZhuangGeorge KillickRichard McCreadieGerardo Aragon-CamarasaPaul HendersonPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- supervised learning
- learning process
- online learning
- learning tasks
- language acquisition
- active learning
- background knowledge
- learning systems
- unsupervised learning
- deeper understanding
- solving problems
- data sets
- human computer interaction
- collaborative learning
- semi supervised
- prior knowledge
- human experts
- learning scenarios
- inductive inference
- reinforcement learning
- training data
- knowledge base
- helping students
- motor skills