mxnet-issues mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Anjishnu (Jira)" <j...@apache.org>
Subject [jira] [Updated] (MXNET-1438) New Loss Function for Neural Information Retrieval
Date Tue, 19 Nov 2019 23:52:00 GMT

     [ https://issues.apache.org/jira/browse/MXNET-1438?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Anjishnu updated MXNET-1438:
----------------------------
    Summary: New Loss Function for Neural Information Retrieval  (was: New Loss Functions
for Neural Information Retrieval)

> New Loss Function 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
>            Priority: Major
>
> 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.



--
This message was sent by Atlassian Jira
(v8.3.4#803005)

---------------------------------------------------------------------
To unsubscribe, e-mail: issues-unsubscribe@mxnet.apache.org
For additional commands, e-mail: issues-help@mxnet.apache.org


Mime
View raw message