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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