UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization.
Khalil MriniFranck DernoncourtSeunghyun YoonTrung BuiWalter ChangEmilia FarcasNdapa NakasholePublished in: BioNLP@NAACL-HLT (2021)
Keyphrases
- transfer learning
- learning tasks
- text summarization
- automatic summarization
- knowledge transfer
- labeled data
- cross domain
- reinforcement learning
- manifold alignment
- machine learning
- transfer knowledge
- text categorization
- semi supervised learning
- domain adaptation
- text classification
- multi task
- structure learning
- multi task learning
- machine learning algorithms
- active learning
- transferring knowledge
- multi document summarization
- target domain
- unlabeled data
- collaborative filtering
- semi supervised
- natural language
- text mining
- object recognition
- artificial intelligence
- information extraction
- pairwise
- nearest neighbor
- class labels
- data sets
- k nearest neighbor