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Mining Structures of Factual Knowledge from Text: An Effort-Light Approach

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Mining Structures of Factual Knowledge from Text: An Effort-Light Approach - Ren, Xiang, and Han, Jiawei (Editor), and Getoor, Lise (Editor)
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The real-world data, though massive, is largely unstructured, in the form of natural-language text. It is challenging but highly desirable to mine structures from massive text data, without extensive human annotation and labeling. In this book, we investigate the principles and methodologies of mining structures of factual knowledge (e.g., entities and their relationships) from massive, unstructured text corpora. Departing from many existing structure extraction methods that have heavy reliance on human annotated data for ...

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Mining Structures of Factual Knowledge from Text: An Effort-Light Approach 2018, Morgan & Claypool, San Rafael

ISBN-13: 9781681733920

Annotated

Trade paperback

Mining Structures of Factual Knowledge from Text: An Effort-Light Approach 2018, Morgan & Claypool, San Rafael

ISBN-13: 9781681733944

Annotated

Hardcover