System And Method For Identifying A User Intent In A Code-Mixed Utterance Of A User

A method for identifying a user intent in a code-mixed utterance of a user is disclosed. The method includes receiving the code-mixed utterance from the user and segmenting the received code-mixed utterance into a set of tokens. The method also includes obtaining contextual information and contextua...

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Bibliographische Detailangaben
Hauptverfasser:	IYER, Vijayalakshmi, VILLARI, Boby Chaitanya, MICHAEL, Marykutty
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTING COUNTING ELECTRIC COMMUNICATION TECHNIQUE ELECTRIC DIGITAL DATA PROCESSING ELECTRICITY PHYSICS TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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Beschreibung
Zusammenfassung:	A method for identifying a user intent in a code-mixed utterance of a user is disclosed. The method includes receiving the code-mixed utterance from the user and segmenting the received code-mixed utterance into a set of tokens. The method also includes obtaining contextual information and contextual representations associated with the received code-mixed utterance and generating a fixed dimensional representation for each token of the set of tokens. Further, the method includes generating a set of vocabulary probabilities for the fixed dimensional representation and translating the code-mixed utterances to a translation text in the target language based on the generated set of vocabulary probabilities by using the AI-based LTN. Further, the method includes identifying the user intent in the translation text.