Samsung Sds Co., Ltd.

Bongkyu Hwang

HyunJae Lee

Hyunjin Choi

Jaewoong Yun

Judong Kim

An apparatus for processing natural language includes a collection module for collecting a document having style information on text in the document, a preprocessing module for extracting style information from the text of the collected document, and labeling the extracted style information with the text, and a first machine learning module receiving the text labeled with the style information, and predicting a position of a word having the style information in the received text.

Apparatus and method for processing natural language

A document summarizing apparatus includes an encoding unit receiving document data comprised of one or more sentences and converts the document data into a token defined in a predetermined unit to generate a feature vector, an extraction summary unit receiving the feature vector and calculating a probability value that each sentence corresponds to a summary, with respect to each one or more sentences constituting the document data, and generating an attention vector for each token weight based on the probability value, and a decoding unit receiving the feature vector and the attention vector and generating abstract summary data.

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Seoul, South Korea

Bongkyu Hwang