CONTEXT-BASED KEYPHRASE EXTRACTION FROM INPUT TEXT

Described herein are systems, methods, and other techniques for extracting one or more keyphrases from an input text. The input text may include a plurality of words. A plurality of token-level attention matrices may be generated using a transformer-based machine learning model. The plurality of tok...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Yang, Yingrui, Yu, Yen-Yun
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:Described herein are systems, methods, and other techniques for extracting one or more keyphrases from an input text. The input text may include a plurality of words. A plurality of token-level attention matrices may be generated using a transformer-based machine learning model. The plurality of token-level attention matrices may be converted into a plurality of word-level attention matrices. A set of candidate phrases may be identified from the plurality of words based on the plurality of word-level attention matrices. The one or more keyphrases may be selected from the set of candidate phrases.