microsoft · QuanluZhang · Jul 12, 2021 · Jun 17, 2021 · Jun 21, 2021 · Jun 22, 2021
diff --git a/docs/en_US/CommunitySharings/AutoCompletion.rst b/docs/en_US/CommunitySharings/AutoCompletion.rst
diff --git a/docs/en_US/CommunitySharings/community_sharings.rst b/docs/en_US/CommunitySharings/community_sharings.rst
@@ -15,7 +15,6 @@ Use Cases and Solutions
     Feature Engineering <feature_engineering>
     Performance measurement, comparison and analysis <perf_compare>
     Use NNI on Google Colab <NNI_colab_support>
-    Auto Completion for nnictl Commands <AutoCompletion>
 
 External Repositories and References
 ====================================

diff --git a/docs/en_US/NAS/QuickStart.rst b/docs/en_US/NAS/QuickStart.rst
@@ -180,7 +180,7 @@ The complete code of a simple MNIST example can be found :githublink:`here <exam
 Visualize the Experiment
 ------------------------
 
-Users can visualize their experiment in the same way as visualizing a normal hyper-parameter tuning experiment. For example, open ``localhost::8081`` in your browser, 8081 is the port that you set in ``exp.run``. Please refer to `here <../../Tutorial/WebUI.rst>`__ for details.
+Users can visualize their experiment in the same way as visualizing a normal hyper-parameter tuning experiment. For example, open ``localhost::8081`` in your browser, 8081 is the port that you set in ``exp.run``. Please refer to `here <../Tutorial/WebUI.rst>`__ for details.
 
 Export Top Models
 -----------------

diff --git a/docs/en_US/Overview.rst b/docs/en_US/Overview.rst
@@ -54,7 +54,7 @@ For each experiment, the user only needs to define a search space and update a f
 
    Step 2: `Update model codes <TrialExample/Trials.rst>`__
 
-   Step 3: `Define Experiment <Tutorial/ExperimentConfig.rst>`__
+   Step 3: `Define Experiment <reference/experiment_config.rst>`__
 
 
 

diff --git a/docs/en_US/Tutorial/Contributing.rst b/docs/en_US/Tutorial/Contributing.rst
@@ -67,8 +67,8 @@ Our documentation is built with :githublink:`sphinx <docs>`.
 * Before submitting the documentation change, please **build homepage locally**: ``cd docs/en_US && make html``, then you can see all the built documentation webpage under the folder ``docs/en_US/_build/html``. It's also highly recommended taking care of **every WARNING** during the build, which is very likely the signal of a **deadlink** and other annoying issues.
 
 * 
-  For links, please consider using **relative paths** first. However, if the documentation is written in Markdown format, and:
+  For links, please consider using **relative paths** first. However, if the documentation is written in reStructuredText format, and:
 
 
   * It's an image link which needs to be formatted with embedded html grammar, please use global URL like ``https://user-images.githubusercontent.com/44491713/51381727-e3d0f780-1b4f-11e9-96ab-d26b9198ba65.png``, which can be automatically generated by dragging picture onto `Github Issue <https://github.com/Microsoft/nni/issues/new>`__ Box.
-  * It cannot be re-formatted by sphinx, such as source code, please use its global URL. For source code that links to our github repo, please use URLs rooted at ``https://github.com/Microsoft/nni/tree/v2.3/`` (:githublink:`mnist.py <examples/trials/mnist-pytorch/mnist.py>` for example).
+  * It cannot be re-formatted by sphinx, such as source code, please use its global URL. For source code that links to our github repo, please use URLs rooted at ``https://github.com/Microsoft/nni/tree/master/`` (:githublink:`mnist.py <examples/trials/mnist-pytorch/mnist.py>` for example).
Original file line number	Diff line number	Diff line change
Expand Up		@@ -54,7 +54,7 @@ For each experiment, the user only needs to define a search space and update a f

		Step 2: `Update model codes <TrialExample/Trials.rst>`__

		Step 3: `Define Experiment <Tutorial/ExperimentConfig.rst>`__
		Step 3: `Define Experiment <reference/experiment_config.rst>`__



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