Набор поддержки
otherentity
ID: supportset
Related Papers
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation
AbstractBuilding models of natural language processing (NLP) is challenging in low-resource scenarios where limited data are available. Optimization-based meta-learning algorithms achieve promising results in low-resource scenarios by adapting a well-generalized …...
The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification
AbstractIn task-oriented dialog (ToD) new intents emerge on regular basis, with a handful of available utterances at best. This renders effective Few-Shot Intent Classification (FSIC) a central challenge for modular …...