Neural Information Retrieval: A Literature Review

  title={Neural Information Retrieval: A Literature Review},
  author={Yingjie Zhang and Md. Mustafizur Rahman and Alex Braylan and Brandon Dang and Heng-Lu Chang and Henna Kim and Quinten McNamara and Aaron Angert and Edward Banner and Vivek Khetan and Tyler McDonnell and An Thanh Nguyen and Dan Xu and Byron C. Wallace and Matthew Lease},
A recent “third wave” of Neural Network (NN) approaches now delivers state-of-the-art performance in many machine learning tasks, spanning speech recognition, computer vision, and natural language processing. Because these modern NNs often comprise multiple interconnected layers, this new NN research is often referred to as deep learning. Stemming from this tide of NN work, a number of researchers have recently begun to investigate NN approaches to Information Retrieval (IR). While deep NNs… CONTINUE READING
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