KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions.
Zulfat MiftahutdinovAndrey SakhovskiyElena TutubalinaPublished in: SMM4H@COLING (2020)
Keyphrases
- transfer learning
- cross lingual
- language model
- language modeling
- translation model
- pseudo feedback
- n gram
- cross language
- probabilistic model
- information retrieval
- retrieval model
- text mining
- text classification
- query expansion
- document retrieval
- machine learning
- active learning
- reinforcement learning
- machine translation
- labeled data
- text categorization
- cross domain
- collaborative filtering
- sentiment classification
- semi supervised learning
- test collection
- learning algorithm
- natural language processing
- machine learning algorithms
- question answering
- context sensitive
- information extraction
- relevance model
- prior knowledge
- decision trees
- query translation
- unlabeled data