IBM's Deep Search for Scientific Discovery (DS4SD) Toolkit has been made available to the public. It comes from the depths of IBM's research labs using NLP to analyze mass amounts of data.
Deep Search is a cloud-based AI research service offered as a SaaS that allows researchers to load large amounts of structured or unstructured data to immediately find useful connections. The sources that Deep Search can consume vary and range from journal articles to patents to technical reports and more. By using AI and NLP it can ingest 20 pages per second whereas a typical human expert takes 1–2 minutes per page just to read, and automatically extracts the semantic units and their relationships. It then builds a searchable knowledge graph which enables its users to:
robustly explore information extracted from tens of thousands of documents without having to read a single paper.
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