Anjishnu created MXNET-1438:
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Summary: New Loss Functions for Neural Information Retrieval
Key: MXNET-1438
URL: https://issues.apache.org/jira/browse/MXNET-1438
Project: Apache MXNet
Issue Type: New Feature
Components: Gluon
Reporter: Anjishnu
Currently MxNet implements only a few loss functions useful for neural
information retrieval - in particular the Triplet Loss. In our recent research
at Amazon we showed that this loss is not ideal for neural information
retrieval settings and devise a new loss function which significantly
outperformed Triplet Loss while improving training time by a factor of 10.
Relevant Paper: [https://arxiv.org/abs/1905.12786] (Published at EMNLP 2019 -
WNUT)
We would like to implement this as a loss function in Gluon to help any other
people working on neural information retrieval systems using MxNet.
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