575 citations · 1.7k across the 39 of their papers we have counts for
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cs.IR2019★ 118 cited
Context-Aware Sentence/Passage Term Importance Estimation For First Stage Retrieval
Zhuyun Dai, Jamie Callan
Term frequency is a common method for identifying the importance of a term in a query or document. But it is a weak signal, especially when the frequency distribution is flat, such…
cs.IR2019★ 411 cited
Deeper Text Understanding for IR with Contextual Neural Language Modeling
Zhuyun Dai, Jamie Callan
Neural networks provide new possibilities to automatically learn complex language patterns and query-document relations. Neural IR models have achieved promising results in learnin…