aaronmarkham commented on a change in pull request #14592: Add BERT QA 
Scala/Java example
URL: https://github.com/apache/incubator-mxnet/pull/14592#discussion_r271878149
 
 

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 File path: 
scala-package/examples/src/main/java/org/apache/mxnetexamples/javaapi/infer/bert/README.md
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+<!--- Licensed to the Apache Software Foundation (ASF) under one -->
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+<!--- distributed with this work for additional information -->
+<!--- regarding copyright ownership.  The ASF licenses this file -->
+<!--- to you under the Apache License, Version 2.0 (the -->
+<!--- "License"); you may not use this file except in compliance -->
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+
+<!---   http://www.apache.org/licenses/LICENSE-2.0 -->
+
+<!--- Unless required by applicable law or agreed to in writing, -->
+<!--- software distributed under the License is distributed on an -->
+<!--- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY -->
+<!--- KIND, either express or implied.  See the License for the -->
+<!--- specific language governing permissions and limitations -->
+<!--- under the License. -->
+
+# Run BERT QA model using Java Inference API
+
+In this tutorial, we will walk through the BERT QA model trained by MXNet.
+You will be able to run inference with general Q & A task:
+
+```text
+Q: When did BBC Japan start broadcasting?
+```
+
+The model are expected to find the right answer in the corresponding text:
+```text
+BBC Japan was a general entertainment Channel. Which operated between December 
2004 and April 2006.
 
 Review comment:
   ```suggestion
   BBC Japan was a general entertainment channel which operated between 
December 2004 and April 2006.
   ```
   But if you want source data with grammar problems, that's up to you...

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