zhangchen-qinyinghua opened a new issue #9613: Transition matrix is not updated during the train in the lstm_crf example URL: https://github.com/apache/incubator-mxnet/issues/9613 I think there is a bug in the lstm_crf example. Please see my reviews there. https://github.com/apache/incubator-mxnet/pull/7253
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