855 citations · 1.6k across the 64 of their papers we have counts for
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3 papers · 1 filter
cs.IR2017★ 855 cited
A Deep Relevance Matching Model for Ad-hoc Retrieval
Jiafeng Guo, Yixing Fan, Qingyao Ai +1
In recent years, deep neural networks have led to exciting breakthroughs in speech recognition, computer vision, and natural language processing (NLP) tasks. However, there have be…
cs.IR2017★ 11 cited
Learning Visual Features from Snapshots for Web Search
Yixing Fan, Jiafeng Guo, Yanyan Lan +3
When applying learning to rank algorithms to Web search, a large number of features are usually designed to capture the relevance signals. Most of these features are computed based…
cs.IR2017★ 38 cited
MatchZoo: A Toolkit for Deep Text Matching
Yixing Fan, Liang Pang, JianPeng Hou +3
In recent years, deep neural models have been widely adopted for text matching tasks, such as question answering and information retrieval, showing improved performance as compared…