Multitask Learning: A general model for NLP?
Slides
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Sequence tagging
NER; aspect specific sentiment -
Text classification
dialogue state tracking; sentiment classification -
Seq2Seq
machine translation; summerization; question answering -
The Natural Language Deathlon(decaNLP)
- choose from Question/Context/External vocabulary
- training strategies
- Fully Joint
- Anti-Curricaculum Pre-training(train big dataset first than smaller dataset)
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