diff --git a/CHANGELOG.md b/CHANGELOG.md
index 958ba5612d..50f31dc010 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,34 @@ All notable changes to this project will be documented in this file.
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 
+## [0.7.1] – 2022-04-16
+
+### Added
+
++ Web services for training models (#778)
++ Some additional training data for bibliographical references from arXiv
++ Add a web service to process a list of reference strings, see https://grobid.readthedocs.io/en/processcitationlist/Grobid-service/#apiprocesscitationlist
++ Extended processHeaderDocument to get result in bibTeX
+
+### Changed
+
++ Update to DeLFT version to 0.3.1 and TensorFlow 2.7, with many improvements, see https://github.com/kermitt2/delft/releases/tag/v0.3.0
++ Update of Deep Learning models
++ Update of JEP and add install script
++ Update to new biblio-glutton version 0.2, for improved and faster bibliographical reference matching
++ circleci to replace Travis
++ Update of processFulltextAssetDocument service to use the same parameters as processFulltextDocument
++ Pre-compile regex if not already done
++ Review features for header model
+
+### Fixed
+
++ Improved date normalization (#760)
++ Fix possible issue with coordinates related to reference markers (#908) and sentence (#811)
++ Fix path to bitmap/vector graphics (#836)
++ Fix possible catastrophic regex backtracking (#867)
++ Other minor fixes
+
 ## [0.7.0] – 2021-07-17
 
 ### Added
diff --git a/LICENSE b/LICENSE
index ac08339378..1ed4159664 100755
--- a/LICENSE
+++ b/LICENSE
@@ -187,7 +187,7 @@
      same "printed page" as the copyright notice for easier
      identification within third-party archives.
 
-  Copyright 2008-2021 GROBID's contributors
+  Copyright 2008-2022 GROBID's contributors
 
   Licensed under the Apache License, Version 2.0 (the "License");
   you may not use this file except in compliance with the License.
diff --git a/gradle.properties b/gradle.properties
index fc41fb1ed7..2e67501afc 100644
--- a/gradle.properties
+++ b/gradle.properties
@@ -1,4 +1,4 @@
-version=0.7.1-SNAPSHOT
+version=0.7.1
 # Set workers to 1 that even for parallel builds it works. (I guess the shadow plugin makes some trouble)
 org.gradle.workers.max=1
 org.gradle.caching = true
diff --git a/grobid-home/config/grobid.yaml b/grobid-home/config/grobid.yaml
index 98d1cfd61c..88200033f4 100644
--- a/grobid-home/config/grobid.yaml
+++ b/grobid-home/config/grobid.yaml
@@ -110,6 +110,7 @@ grobid:
       delft:
         # deep learning parameters
         architecture: "BidLSTM_CRF_FEATURES"
+        useELMo: false
         runtime:
           # parameters used at runtime/prediction
           max_sequence_length: 3000