_real-time-open-domain-question-answering-with-dense-sparse-phrase-index.jpg "Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index from training english pointers Video Screenshot Preview")
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⏲ Duration: 8 min 40 sec
✓ Published: 16-Jan-2020
✓ Published: 16-Jan-2020
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Authors: Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur Parikh, Ali Farhadi, Hannaneh HajishirzinnExisting open-domain question answering (QA) models are not suitable for real-time usage because they need to process several long documents on-demand for every input query, which is computationally prohibitive. In this paper, we introduce query-agnostic indexable representations of document phrases that can drastically speed up open-domain QA. In particular, our dense-sparse phrase encoding
Authors: Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur Parikh, Ali Farhadi, Hannaneh HajishirzinnExisting open-domain question answering (QA) models are not suitable for real-time usage because they need to process several long documents on-demand for every input query, which is computationally prohibitive. In this paper, we introduce query-agnostic indexable representations of document phrases that can drastically speed up open-domain QA. In particular, our dense-sparse phrase encoding
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