From 9083499e71a954607dbb4e29919fb5a898cc61c1 Mon Sep 17 00:00:00 2001
From: Xiaoyao Xi <24541791+xixiaoyao@users.noreply.github.com>
Date: Tue, 4 Feb 2020 01:45:46 +0800
Subject: [PATCH] Update README.md

---
 README.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index d0100e7..2abf04b 100644
--- a/README.md
+++ b/README.md
@@ -191,14 +191,14 @@ For more implementation details, see following demos:
 - [Tagging]()
 - [SQuAD machine Reading Comprehension]().
 
-#### saver
+#### Set Saver
 
 To save models/checkpoints and logs during training, just call `trainer.set_saver` method. More implementation details see [this]().
 
-#### predict
+### Do Prediction
 To do predict/evaluation after a training stage, just create another three reader, backbone and head instance with `phase='predict'` (repeat step 1~4 above). Then do predicting with `predict` method in trainer (no need to create another trainer). More implementation details see [this]().
 
-#### multi-task learning
+### Multi-task Learning
 To run with multi-task learning mode:
 
 1. repeatedly create components (i.e., reader, backbone and head) for each task followed with step 1~5 above. 
@@ -210,7 +210,7 @@ To run with multi-task learning mode:
 
 The save/load and predict operations of a multi_head_trainer is the same as a trainer.
 
-For more implementation details with multi_head_trainer, see
+For more implementation details with `multi_head_trainer`, see
 
 - [Joint training of dialogue intent recognition and slot filling for ATIS]()
 - [Learning reading comprehension auxilarized with mask language model for MRQA]() (初次发版先不用加)
-- 
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