17 citations · 24 across the 3 of their papers we have counts for
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cs.CL2021★ 17 cited
Distilling Large Language Models into Tiny and Effective Students using pQRNN
Prabhu Kaliamoorthi, Aditya Siddhant, Edward Li +1
Large pre-trained multilingual models like mBERT, XLM-R achieve state of the art results on language understanding tasks. However, they are not well suited for latency critical app…
cs.CL2018
Identifying Domain Adjacent Instances for Semantic Parsers
James Ferguson, Janara Christensen, Edward Li +1
When the semantics of a sentence are not representable in a semantic parser's output schema, parsing will inevitably fail. Detection of these instances is commonly treated as an ou…