Recruit Co., Ltd.

Yoshihiko Suhara

Wang-Chiew Tan

Behzad Golshan

Chen Chen

Yuliang Li

Xiaolan Wang

Aaron Traylor

Jinfeng Li

Wataru Hirota

Çagatay Demiralp

Çağatay Demiralp

Disclosed embodiments relate to natural language processing. Techniques can include obtaining an encoding model, obtaining a first sentence in a first language and a label associated with the first sentence, obtaining a second sentence in a second language, encoding the first sentence and second sentence using the encoding model, determining the intent of the first encoded sentence, determining the language of the first encoded sentence and the language of the second encoded sentence, and updating the encoding model based on the determined intent of the first encoded sentence, the label, the determined language of the first encoded sentence, and the determined language of the second encoded sentence.

Systems and methods for multilingual sentence embeddings

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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Los Altos, CA, United States of America

Yoshihiko Suhara