GENERATING DISTRIBUTED WORD EMBEDDINGS USING STRUCTURED INFORMATION

GENERATING DISTRIBUTED WORD EMBEDDINGS USING STRUCTURED INFORMATION

A computer program that uses structured information, such as syntactic and semantic information, as context for representing words and/or phrases as vectors, by performing the following steps: (i) receiving a first set of natural language text and a set of information pertaining to the first set of...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: FAN JAMES J, CROSS, III JAMES H, ZHOU BOWEN, XIANG BING
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:A computer program that uses structured information, such as syntactic and semantic information, as context for representing words and/or phrases as vectors, by performing the following steps: (i) receiving a first set of natural language text and a set of information pertaining to the first set of natural language text, where the information includes metadata and corresponding contextual information indicating a relationship between the metadata and the first set of natural language text; and (ii) generating a first vector representation for the first set of natural language text utilizing the metadata and its corresponding contextual information.