1 files changed, 15 insertions, 15 deletions
diff --git a/tensorflow/docs_src/api_guides/python/contrib.losses.md b/tensorflow/docs_src/api_guides/python/contrib.losses.md
index 8b7442216c..8787454af6 100644
--- a/tensorflow/docs_src/api_guides/python/contrib.losses.md
+++ b/tensorflow/docs_src/api_guides/python/contrib.losses.md
@@ -2,7 +2,7 @@
 
 ## Deprecated
 
-This module is deprecated. Instructions for updating: Use @{tf.losses} instead.
+This module is deprecated. Instructions for updating: Use `tf.losses` instead.
 
 ## Loss operations for use in neural networks.
 
@@ -107,19 +107,19 @@ weighted average over the individual prediction errors:
   loss = tf.contrib.losses.mean_squared_error(predictions, depths, weight)
 ```
 
-* @{tf.contrib.losses.absolute_difference}
-* @{tf.contrib.losses.add_loss}
-* @{tf.contrib.losses.hinge_loss}
-* @{tf.contrib.losses.compute_weighted_loss}
-* @{tf.contrib.losses.cosine_distance}
-* @{tf.contrib.losses.get_losses}
-* @{tf.contrib.losses.get_regularization_losses}
-* @{tf.contrib.losses.get_total_loss}
-* @{tf.contrib.losses.log_loss}
-* @{tf.contrib.losses.mean_pairwise_squared_error}
-* @{tf.contrib.losses.mean_squared_error}
-* @{tf.contrib.losses.sigmoid_cross_entropy}
-* @{tf.contrib.losses.softmax_cross_entropy}
-* @{tf.contrib.losses.sparse_softmax_cross_entropy}
+* `tf.contrib.losses.absolute_difference`
+* `tf.contrib.losses.add_loss`
+* `tf.contrib.losses.hinge_loss`
+* `tf.contrib.losses.compute_weighted_loss`
+* `tf.contrib.losses.cosine_distance`
+* `tf.contrib.losses.get_losses`
+* `tf.contrib.losses.get_regularization_losses`
+* `tf.contrib.losses.get_total_loss`
+* `tf.contrib.losses.log_loss`
+* `tf.contrib.losses.mean_pairwise_squared_error`
+* `tf.contrib.losses.mean_squared_error`
+* `tf.contrib.losses.sigmoid_cross_entropy`
+* `tf.contrib.losses.softmax_cross_entropy`
+* `tf.contrib.losses.sparse_softmax_cross_entropy`