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4. What Is Best For Spoken Language Understanding: Small But Task-Dependant Embeddings Or Huge But Out-Of-Domain Embeddings?

What Is Best For Spoken Language Understanding: Small But Task-Dependant Embeddings Or Huge But Out-Of-Domain Embeddings?

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IEEE ICASSP 2020 Virtual Conference May 2020

Word embeddings are shown to be a great asset for several Natural Language and Speech Processing tasks. While they are already evaluated on various NLP tasks, their evaluation on spoken or natural language understanding (SLU) is less studied. The goal of

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What Is Best For Spoken Language Understanding: Small But Task-Dependant Embeddings Or Huge But Out-Of-Domain Embeddings?

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Word embeddings are shown to be a great asset for several Natural Language and Speech Processing tasks. While they are already evaluated on various NLP tasks, their evaluation on spoken or natural language understanding (SLU) is less studied. The goal of