CPC G06N 3/08 (2013.01) [G06F 40/166 (2020.01); G06F 40/20 (2020.01); G06F 16/345 (2019.01); G06F 30/27 (2020.01); G06F 40/103 (2020.01); G06F 40/216 (2020.01); G06F 40/30 (2020.01); G06N 5/025 (2013.01)] | 14 Claims |
1. A non-transitory computer-readable storage medium storing instructions thereon, the instructions, upon being executed by at least one processor, cause the at least one processor to:
receive a document, the document comprising a plurality of text sequences;
generate, using an extractive machine learning algorithm (MLA) having been trained to generate extractive text summaries, an extractive summary of the document, the extractive summary comprising a set of extractive summary text sequences, the set of extractive summary text sequences being a subset of the plurality of text sequences; and
generate, using an abstractive MLA having been trained to generate abstractive text summaries based on at least the extractive text summaries, based on the set of extractive summary text sequences and at least a portion of the plurality of text sequences, an abstractive summary of the document comprising a set of abstractive summary text sequences, at least one abstractive summary text sequence not being included in the plurality of text sequences.
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