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picture1_Hindi Language Pdf 105344 | Zero Shot Spoken Language Understanding For English Hindi An Easy Victory Against Word Order Divergence


picture2_Hindi Language Pdf 105344 | Zero Shot Spoken Language Understanding For English Hindi An Easy Victory Against Word Order Divergence picture3_Hindi Language Pdf 105344 | Zero Shot Spoken Language Understanding For English Hindi An Easy Victory Against Word Order Divergence

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File: Hindi Language Pdf 105344 | Zero Shot Spoken Language Understanding For English Hindi An Easy Victory Against Word Order Divergence
ZERO-SHOT SPOKEN LANGUAGE UNDERSTANDING FOR ENGLISH-HINDI: AN EASY VICTORY AGAINST WORDORDERDIVERGENCE Judith Gaspers, Quynh Do AmazonAlexaAI {gaspers, doquynh}@amazon.de ABSTRACT While the strong zero-shot performance of multilingual BERT has been ...

icon picture PDF Filetype PDF | Posted on 24 Sep 2022 | 2 years ago
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...Zero shot spoken language understanding for english hindi an easy victory against wordorderdivergence judith gaspers quynh do amazonalexaai doquynh amazon de abstract while the strong performance of multilingual bert has been shown to drop in case word order divergence between source and target problem studied rarely date this paper we explore light weight techniques improve based which are languages with divergent orders show that wordorder can be tackled by reordering data reect tar get particular study two computationally inexpensive methodsforre orderingthesourcedatatobettermatchthatofthetargetlanguage onemakinguseofslotlabelinformation andanotheronemakinguseofsyntactic parse trees our experiments former is simpler doesn t require any additional resources when compared vanilla transfer obtain surprisingly large improvements on a real world dataset introduction slu models essential development voice controlled devices like alexa or google home task typically divided into sub tasks i...
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