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Aman Alok

2 accepted papers

2022

Advin: Automatically Discovering Novel Domains and Intents from User Text Utterances

ICASSP 2022accepted

Recognizing the intents and domains of users’ spoken and written language is a key component of Natural Language Understanding (NLU) systems. Real applications however encounter dynamic, rapidly evolving environments with newly emerging intents and domains, for which no labeled data or prior informa…

Cited by 0SourceScholar
2020

Design Considerations for Hypothesis Rejection Modules in Spoken Language Understanding Systems

ICASSP 2020accepted

Spoken Language Understanding (SLU) systems typically consist of a set of machine learning models that operate in conjunction to produce an SLU hypothesis. The generated hypothesis is then sent to downstream components for further action. However, it is desirable to discard an incorrect hypothesis b…

Cited by 0SourceScholar