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In the past fifteen years, the most significant paradigm shift in the computing industry is the migration to cloud computing, which brings unprecedented opportunities of digital transformation to business, society, and human life. The implication of this is profound. It…
In Microsoft, we build and operate several world leading complex and large-scale productivity clouds (Azure, Microsoft 365). The quality of cloud platforms, including reliability, performance, efficiency, security, sustainability, etc., has become immensely important. The distributed nature, massive scale, and high…
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Bringing out the power of semantics in tabular data Tables are commonly used to organize information, playing a key role in data analytics, scientific research, and business communication. The ability to automatically extract semantics in tables can empower many downstream…
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Neural semantic parsing framework for modular and efficient large scale knowledge base question answering (KBQA). Source code and Data for a system demo at ACL 2021 are available on GitHub. Contributions and collaboration are very welcome!