diff --git a/CHANGELOG.md b/CHANGELOG.md
index f1b4526c..ec85478d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -10,11 +10,18 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 
 + Docker image snapshots are built and pushed on dockerhub at each commit
 + new Dockerfile.local that does not clone from github
++ End 2 end evaluation using MeasEVAL #164 
 
 ### Changed
 
 + Updated to Grobid version 0.8.0
 + Updated to Dropwizard version 4.x (from version 1.x)
++ Updated training data, removed some leftover callout references that were partially removed
++ Updated models and evaluations 
+
+### Fixed 
++ Fixed and improved the word2number that now supports also fractions and other constructs #176, #110, #91
++ Fixed the segmentation issue for the quantified object. Now the spurious characters from PDF documents are removed #158 
 
 
 
diff --git a/doc/gettingStarted.md b/doc/gettingStarted.md
index 42a22cfc..9a93a2c8 100644
--- a/doc/gettingStarted.md
+++ b/doc/gettingStarted.md
@@ -6,12 +6,17 @@
 
 ## Upgrade
 
+### 0.7.3 to 0.8.0
+
+#### Grobid models 
+
+In version 0.8.0, we have updated all ML models which needs to be updated by running `./gradlew copyModels`.
+
 ### 0.7.2 to 0.7.3
 
 #### Grobid models
 
-In version 0.7.3, we have updated the DeLFT models. The DL models must
-be updated by running `./gradlew copyModels`.
+In version 0.7.3, we have updated the DeLFT models. The DL models must be updated by running `./gradlew copyModels`.
 
 #### JDK Update