diff --git a/README.md b/README.md
index c91ace1..af16cdd 100644
--- a/README.md
+++ b/README.md
@@ -23,10 +23,10 @@ Or you can install the following pre-packaged models with pip:
 
 | model name | source | pip package |
 |------------|--------|---|
-| en_use_md  | https://tfhub.dev/google/universal-sentence-encoder | `pip install https://github.com/MartinoMensio/spacy-universal-sentence-encoder/releases/download/v0.3.0/en_use_md-0.3.0.tar.gz#en_use_md-0.3.0` |
-| en_use_lg  | https://tfhub.dev/google/universal-sentence-encoder-large | `pip install https://github.com/MartinoMensio/spacy-universal-sentence-encoder/releases/download/v0.3.0/en_use_lg-0.3.0.tar.gz#en_use_lg-0.3.0` |
-| xx_use_md  | https://tfhub.dev/google/universal-sentence-encoder-multilingual | `pip install https://github.com/MartinoMensio/spacy-universal-sentence-encoder/releases/download/v0.3.0/xx_use_md-0.3.0.tar.gz#xx_use_md-0.3.0` |
-| xx_use_lg  | https://tfhub.dev/google/universal-sentence-encoder-multilingual-large | `pip install https://github.com/MartinoMensio/spacy-universal-sentence-encoder/releases/download/v0.3.0/xx_use_lg-0.3.0.tar.gz#xx_use_lg-0.3.0` |
+| en_use_md  | https://tfhub.dev/google/universal-sentence-encoder | `pip install https://github.com/MartinoMensio/spacy-universal-sentence-encoder/releases/download/v0.3.1/en_use_md-0.3.1.tar.gz#en_use_md-0.3.1` |
+| en_use_lg  | https://tfhub.dev/google/universal-sentence-encoder-large | `pip install https://github.com/MartinoMensio/spacy-universal-sentence-encoder/releases/download/v0.3.1/en_use_lg-0.3.1.tar.gz#en_use_lg-0.3.1` |
+| xx_use_md  | https://tfhub.dev/google/universal-sentence-encoder-multilingual | `pip install https://github.com/MartinoMensio/spacy-universal-sentence-encoder/releases/download/v0.3.1/xx_use_md-0.3.1.tar.gz#xx_use_md-0.3.1` |
+| xx_use_lg  | https://tfhub.dev/google/universal-sentence-encoder-multilingual-large | `pip install https://github.com/MartinoMensio/spacy-universal-sentence-encoder/releases/download/v0.3.1/xx_use_lg-0.3.1.tar.gz#xx_use_lg-0.3.1` |
 
 
 ## Usage
@@ -87,7 +87,7 @@ spacy_universal_sentence_encoder.create_from(nlp, 'en_use_lg')
 
 To build and upload
 ```bash
-VERSION=0.3.0
+VERSION=0.3.1
 # build the standalone models (17)
 ./build_models.sh
 # build the archive at dist/spacy_universal_sentence_encoder-${VERSION}.tar.gz
diff --git a/build_models.sh b/build_models.sh
index 3eeeb5e..35376e1 100755
--- a/build_models.sh
+++ b/build_models.sh
@@ -1,6 +1,6 @@
 set -e
 
-VERSION=0.3.0
+VERSION=0.3.1
 
 # for every model
 for MODEL_NAME in en_use_md en_use_lg xx_use_md xx_use_lg
diff --git a/setup.cfg b/setup.cfg
index 5ec6e19..d71df82 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,5 +1,5 @@
 [metadata]
-version = 0.3.0
+version = 0.3.1
 description = SpaCy models for using Universal Sentence Encoder from TensorFlow Hub
 description-file = README.md
 url = https://github.com/MartinoMensio/spacy-universal-sentence-encoder
@@ -11,7 +11,7 @@ include_package_data = true
 install_requires =
     tensorflow==2.2.0
     tensorflow-text>=2.2.0,<2.3.0 # for xx_use_lg
-    spacy>=2.3.0,<2.4.0
+    spacy>=2.1.0,<2.4.0
     tensorflow-hub
 
 [options.entry_points]
diff --git a/spacy_universal_sentence_encoder/meta/en_use_lg.json b/spacy_universal_sentence_encoder/meta/en_use_lg.json
index f21c645..510c640 100644
--- a/spacy_universal_sentence_encoder/meta/en_use_lg.json
+++ b/spacy_universal_sentence_encoder/meta/en_use_lg.json
@@ -1,15 +1,15 @@
 {
     "lang": "en",
     "name": "use_lg",
-    "version": "0.3.0",
-    "spacy_version": ">=2.3,<2.4",
+    "version": "0.3.1",
+    "spacy_version": ">=2.1,<2.4",
     "description": "TensorFlow Hub wrapper for Universal Sentence Encoder",
     "author": "Martino Mensio",
     "email": "martino.mensio@open.ac.uk",
     "url": "https://github.com/MartinoMensio/spacy-universal-sentence-encoder",
     "license": "MIT",
     "requirements": [
-        "spacy_universal_sentence_encoder==0.3.0"
+        "spacy_universal_sentence_encoder==0.3.1"
     ],
     "sources": [{
         "name": "Universal Sentence Encoder - Large",
diff --git a/spacy_universal_sentence_encoder/meta/en_use_md.json b/spacy_universal_sentence_encoder/meta/en_use_md.json
index 00594b2..2dfd9e1 100644
--- a/spacy_universal_sentence_encoder/meta/en_use_md.json
+++ b/spacy_universal_sentence_encoder/meta/en_use_md.json
@@ -1,15 +1,15 @@
 {
     "lang": "en",
     "name": "use_md",
-    "version": "0.3.0",
-    "spacy_version": ">=2.3,<2.4",
+    "version": "0.3.1",
+    "spacy_version": ">=2.1,<2.4",
     "description": "TensorFlow Hub wrapper for Universal Sentence Encoder",
     "author": "Martino Mensio",
     "email": "martino.mensio@open.ac.uk",
     "url": "https://github.com/MartinoMensio/spacy-universal-sentence-encoder",
     "license": "MIT",
     "requirements": [
-        "spacy_universal_sentence_encoder==0.3.0"
+        "spacy_universal_sentence_encoder==0.3.1"
     ],
     "sources": [{
         "name": "Universal Sentence Encoder",
diff --git a/spacy_universal_sentence_encoder/meta/xx_use_lg.json b/spacy_universal_sentence_encoder/meta/xx_use_lg.json
index 3bdc322..cffc745 100644
--- a/spacy_universal_sentence_encoder/meta/xx_use_lg.json
+++ b/spacy_universal_sentence_encoder/meta/xx_use_lg.json
@@ -1,15 +1,15 @@
 {
     "lang": "xx",
     "name": "use_lg",
-    "version": "0.3.0",
-    "spacy_version": ">=2.3,<2.4",
+    "version": "0.3.1",
+    "spacy_version": ">=2.1,<2.4",
     "description": "TensorFlow Hub wrapper for Universal Sentence Encoder",
     "author": "Martino Mensio",
     "email": "martino.mensio@open.ac.uk",
     "url": "https://github.com/MartinoMensio/spacy-universal-sentence-encoder",
     "license": "MIT",
     "requirements": [
-        "spacy_universal_sentence_encoder==0.3.0"
+        "spacy_universal_sentence_encoder==0.3.1"
     ],
     "sources": [{
         "name": "Universal Sentence Encoder Multilingual - Large",
diff --git a/spacy_universal_sentence_encoder/meta/xx_use_md.json b/spacy_universal_sentence_encoder/meta/xx_use_md.json
index c285cf7..dfcca9f 100644
--- a/spacy_universal_sentence_encoder/meta/xx_use_md.json
+++ b/spacy_universal_sentence_encoder/meta/xx_use_md.json
@@ -1,15 +1,15 @@
 {
     "lang": "xx",
     "name": "use_md",
-    "version": "0.3.0",
-    "spacy_version": ">=2.3,<2.4",
+    "version": "0.3.1",
+    "spacy_version": ">=2.1,<2.4",
     "description": "TensorFlow Hub wrapper for Universal Sentence Encoder",
     "author": "Martino Mensio",
     "email": "martino.mensio@open.ac.uk",
     "url": "https://github.com/MartinoMensio/spacy-universal-sentence-encoder",
     "license": "MIT",
     "requirements": [
-        "spacy_universal_sentence_encoder==0.3.0"
+        "spacy_universal_sentence_encoder==0.3.1"
     ],
     "sources": [{
         "name": "Universal Sentence Encoder Multilingual",