Publication
Data-driven test selection at scale
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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
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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…