Data platforms and analytics
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Tookits for Eighth Dialog System Technology Challenge
ConvLab is an open-source multi-domain end-to-end dialog system platform, aiming to enable researchers to quickly set up experiments with reusable components and compare a large set of different approaches, ranging from conventional pipeline systems to…
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Optimizing Declarative Graph Queries at Large Scale
This paper presents GraphRex, an efficient, robust, scalable, and easy-to-program framework for graph processing on datacenter infrastructure. To users, GraphRex presents a declarative, Datalog-like interface that is natural and expressive. Underneath, it compiles those queries…
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Demonstration of Probabilistic Predicates
Demo system for the paper titled “Interactive Demonstration of Probabilistic Predicates” at SIGMOD18.
Tool
Modular SandDance
SandDance is a suite of JavaScript components for data visualization. Visually explore, understand, and present your data.
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Keynote – The Future of Work And the Power of Data
Automation, digital platforms, and AI are changing the fundamental nature of work. Many activities that we do today have the potential to be automated, but there is also huge potential to dramatically enhance individual productivity.…
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Future of Spreadsheeting
The spreadsheet has continually evolved to remain at the forefront of productivity tools and work practices for over forty years. For example, today’s spreadsheets embrace collaboration, serve as databases, are mobile, and encompass AI-powered interaction…
