How Quid uses deep learning with small data

One aspect of the Quid product that differentiates it from other platforms is its incredibly diverse set of company descriptions. When you start a search in Quid, you can choose a dataset — Companies — that includes some 50,000 high-growth companies with venture capital funding since 2012, along with a greater global dataset of over 1.4 million companies. Each company description is a piece of text describing that organization’s product offerings, as well as other relevant information. Some of this text may come directly from the company’s website; other parts come from online sources such as news, patents or Wikipedia. A priority for Quid is identifying company descriptions of poor quality and improving them before they even get into our index. With such a large number of descriptions, it becomes…


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