OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization.
Srinivasan IyerXi Victoria LinRamakanth PasunuruTodor MihaylovDaniel SimigPing YuKurt ShusterTianlu WangQing LiuPunit Singh KouraXian LiBrian O'HoroGabriel PereyraJeff WangChristopher DewanAsli CelikyilmazLuke ZettlemoyerVes StoyanovPublished in: CoRR (2022)
Keyphrases
- language model
- meta learning
- language modeling
- inductive learning
- learning tasks
- model selection
- machine learning algorithms
- n gram
- probabilistic model
- mixture model
- retrieval model
- information retrieval
- decision trees
- machine learning
- ad hoc information retrieval
- query expansion
- data mining
- smoothing methods
- metamodel
- multimedia
- base classifiers
- feature selection
- translation model
- support vector machine