diff --git a/package.json b/package.json
index 441737a8..b2075667 100644
--- a/package.json
+++ b/package.json
@@ -75,7 +75,7 @@
     "react": "^16.8.6",
     "react-dom": "^16.8.6",
     "react-markdown": "^4.1.0",
-    "react-nlp-annotate": "^1.0.0",
+    "react-nlp-annotate": "^1.0.1",
     "rimraf": "^3.0.2",
     "spelling": "^2.0.1"
   },
diff --git a/src/components/TextEntityRecognition/index.js b/src/components/TextEntityRecognition/index.js
index 2290fcf0..a692f4e5 100644
--- a/src/components/TextEntityRecognition/index.js
+++ b/src/components/TextEntityRecognition/index.js
@@ -27,6 +27,7 @@ export const TextEntityRecognition = ({
       key={sampleIndex}
       titleContent={<Box paddingLeft={4}>Sample {sampleIndex}</Box>}
       type="label-sequence"
+      separatorRegex={iface?.wordSplitRegex}
       document={sample?.document}
       labels={iface?.labels}
       initialSequence={initialSequence}
diff --git a/src/components/TextEntityRelations/index.js b/src/components/TextEntityRelations/index.js
index a8946484..d0e47603 100644
--- a/src/components/TextEntityRelations/index.js
+++ b/src/components/TextEntityRelations/index.js
@@ -31,6 +31,7 @@ export const TextEntityRelations = ({
       key={sampleIndex}
       titleContent={<Box paddingLeft={4}>Sample {sampleIndex}</Box>}
       type="label-relationships"
+      separatorRegex={iface?.wordSplitRegex}
       document={sample?.document}
       entityLabels={iface?.entityLabels}
       relationshipLabels={iface?.relationLabels}
diff --git a/yarn.lock b/yarn.lock
index cd456dfc..f657d642 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -16932,10 +16932,10 @@ react-native-get-random-values@^1.4.0:
   dependencies:
     fast-base64-decode "^1.0.0"
 
-react-nlp-annotate@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/react-nlp-annotate/-/react-nlp-annotate-1.0.0.tgz#bda66cf967dd78b79b0ec60afbfd920d6c40cdab"
-  integrity sha512-D01lbuaABLMegccLz9VFjhc8bKviESwAKm3hD3y89pmmLresrInOpAGfk5dS+8dAJAmDEZDYhP6xiFMKN3C1xw==
+react-nlp-annotate@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/react-nlp-annotate/-/react-nlp-annotate-1.0.1.tgz#38612b1805b1927ae3d230d2bddc2f5621801d1e"
+  integrity sha512-NRJoVoWMWVO+bmpSMgOdL82peJPzCSXeTKXDtl/i5E7qRcGt1A9pp25lquMYqUtr4klmuiS5QoN7AN4F78/SKw==
   dependencies:
     "@material-ui/lab" "^4.0.0-alpha.56"
     chroma-js "^2.0.3"