BIAS DETECTION FOR UNSTRUCTURED TEXT

One embodiment provides a method, including: receiving a target unstructured document for determining whether the target unstructured document comprises biased information; identifying an objective of the target unstructured document by extracting, from the target unstructured document, (i) entities...

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Bibliographische Detailangaben
Hauptverfasser: Lohia, Pranay Kumar, Gupta, Himanshu, Shaikh, Samiulla Zakir Hussain, Kumar, Atul, Chandrahasan, Rajmohan, Mehta, Sameep
Format: Patent
Sprache:eng
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Zusammenfassung:One embodiment provides a method, including: receiving a target unstructured document for determining whether the target unstructured document comprises biased information; identifying an objective of the target unstructured document by extracting, from the target unstructured document, (i) entities and (ii) relationships between the entities; creating a structured knowledge base, wherein the creating comprises (i) creating an entry in the structured knowledge base corresponding to the target unstructured document, (ii) identifying other unstructured documents having a similarity to the target unstructured document, and (iii) generating an entry in the structured knowledge base corresponding to each of the other unstructured documents; applying a bias detection technique on the structured knowledge base; and providing an indication of whether the target unstructured document comprises bias.