Recruit Co., Ltd.

Jinfeng Li

Wang-Chiew Tan

Chen Chen

Behzad Golshan

Yuliang Li

Yoshihiko Suhara

Xiaolan Wang

Aaron Traylor

Çagatay Demiralp

Çağatay Demiralp

Disclosed embodiments relate to natural language processing. Techniques can include receiving input text, extracting, from the input text, at least one modifier and aspect pair, receiving data from a knowledgebase, based on the at least one modifier and aspect pair and commonsense data, generate one or more premise embeddings, convert the input text into tokens, generating at least one vector for one or more of the tokens based on an analysis of the tokens, combine the at least one vector with the one or more premise embeddings to create at least one combined vector, and analyze the at least one combined vector wherein the analysis generates an output indicative of a feature of the input text.

Systems and methods for enhanced review comprehension using domain-specific knowledgebases

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Mountain View, CA, United States of America

Jinfeng Li