CPC G06F 40/284 (2020.01) [G06F 16/35 (2019.01); G06F 18/211 (2023.01); G06N 7/01 (2023.01)] | 20 Claims |
1. A non-transitory computer readable storage medium storing instructions that are executable by a review comprehension system that includes one or more processors to cause the review comprehension system to perform operations for natural language processing, the operations comprising:
receiving input text;
extracting, from the input text, a modifier and aspect pair;
generating a first data structure based on the modifier and aspect pair;
generating a second data structure based on the modifier and aspect pair;
computing a dense representation of the modifier and aspect pair based on the first data structure and the second data structure;
generating candidate premise-conclusion pair based on the cosine similarity of the modifier and aspect pair to other modifier and aspect pairs; and
including premise-conclusion pair in a database, wherein the candidate premise-conclusion pairs relationship is verified using a machine learning model to other candidates for marking for inclusion in the database.
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