Programming languages and software engineering
Tool
Microsoft KaggleDBQA Dataset: Realistic Evaluation of Text-to-SQL Parsers
Microsoft KaggleDBQA is a cross-domain and complex evaluation dataset of real Web databases, with domain-specific data types, original formatting, and unrestricted questions. It also provides database documentation, which contain rich in-domain knowledge. The nature of…
Publication
How could Neural Networks understand Programs
Publication
Triemaps that match
Publication
Catala: A Programming Language for the Law
Video
Introducing Retiarii: A deep learning exploratory-training framework on NNI
Traditional deep learning frameworks such as TensorFlow and PyTorch support training on a single deep neural network (DNN) model, which involves computing the weights iteratively for the DNN model. Designing a DNN model for a…
Webinar
Introducing Retiarii: A deep learning exploratory-training framework on NNI webinar
In this webinar, Microsoft Research Asia Senior Researcher Quanlu Zhang and Principal Program Manager Scarlett Li will analyze the challenges associated with retrofitting exploratory-training into the training process of a single DNN model within the…
