Төмен ресурсты домендер

AbstractTask-oriented semantic parsing is a critical component of virtual assistants, which is responsible for understanding the user’s intents (set reminder, play music, etc.). Recent advances in deep learning have enabled …...

Data augmentation has recently seen increased interest in NLP due to more work in low- resource domains, new tasks, and the popu- larity of large-scale neural networks that re- quire …...

AbstractState-of-the-art classification and regression models are often not well calibrated, and cannot reliably provide uncertainty estimates, limiting their utility in safety-critical applications such as clinical decision-making. While recent work has …...