Greyb Research Private Limited

Shikhar Verma

Mahesh Maan

A method and a system for identifying an objective from documents is disclosed. In some embodiment, the method includes determining a correlation of each of a plurality of keywords extracted from a set of documents with respect to each class within a set of predefined classes. The method further includes determining a first set of keywords from the plurality of keywords. The method further includes identifying a set of data samples comprising a first plurality of sentences and a second plurality of sentences. The method further includes computing a statistical significance value of each keyword in the first set of keywords with respect to the first plurality of sentences. The method further includes generating a first set of features by discarding at least one keyword from the first set of keywords. The method further includes training a machine learning model to identify an objective of a document.

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Mohali, India

Shikhar Verma