diff --git a/index.d.ts b/index.d.ts
index d9f966a..36aa155 100644
--- a/index.d.ts
+++ b/index.d.ts
@@ -1 +1,19 @@
 declare module "vue-matomo";
+
+/** @see https://github.com/cloudflare/json-schema-tools/blob/master/workspaces/json-schema-walker/README.md */
+declare module "@cloudflare/json-schema-walker" {
+  export type Visitor = (
+    schema: import("json-schema").JSONSchema6 | boolean,
+    path: string[],
+    parent?: import("json-schema").JSONSchema6,
+    parentPath?: string[],
+  ) => void;
+
+  /** Modifies in place */
+  export function schemaWalk(
+    schema: import("json-schema").JSONSchema6,
+    preFunc?: Visitor,
+    postFunc?: Visitor,
+    vocabulary?: any,
+  ): void;
+}
diff --git a/package.json b/package.json
index e89daca..7cdc524 100644
--- a/package.json
+++ b/package.json
@@ -17,6 +17,7 @@
   },
   "type": "module",
   "dependencies": {
+    "@cloudflare/json-schema-walker": "^0.1.1",
     "@formkit/vue": "^1.0.0-beta.14",
     "@fortawesome/fontawesome-svg-core": "^6.1.1",
     "@fortawesome/free-regular-svg-icons": "^6.1.1",
@@ -27,6 +28,7 @@
     "@rjsf/core": "^5.18.4",
     "@rjsf/utils": "^5.18.4",
     "@rjsf/validator-ajv8": "^5.18.4",
+    "@types/json-schema": "^7.0.15",
     "@vitejs/plugin-vue": "^5",
     "@vue/tsconfig": "^0.5.1",
     "@vueuse/core": "^10.7.2",
diff --git a/src/corpus/config/SchemaConfig.vue b/src/corpus/config/SchemaConfig.vue
index 2d8a763..0478e93 100644
--- a/src/corpus/config/SchemaConfig.vue
+++ b/src/corpus/config/SchemaConfig.vue
@@ -1,6 +1,8 @@
 <script setup lang="ts">
 import { computed } from "vue";
 import Yaml from "js-yaml";
+import type { JSONSchema6 } from "json-schema";
+import { useTransformSchema } from "./schema-transform";
 import schema from "@/assets/sparvconfig.schema.json";
 import useCorpusIdParam from "@/corpus/corpusIdParam.composable";
 import useConfig from "@/corpus/config/config.composable";
@@ -9,11 +11,14 @@ import type { SparvConfig } from "@/api/sparvConfig.types";
 
 const corpusId = useCorpusIdParam();
 const { config, uploadConfigRaw } = useConfig(corpusId);
+const { transformSchema } = useTransformSchema();
 
 const configParsed = computed(() =>
   config.value ? (Yaml.load(config.value) as SparvConfig) : undefined,
 );
 
+transformSchema(schema as JSONSchema6);
+
 async function onSubmit(event: { formData: SparvConfig }) {
   const configYaml = Yaml.dump(event.formData);
   await uploadConfigRaw(configYaml);
diff --git a/src/corpus/config/schema-transform.ts b/src/corpus/config/schema-transform.ts
new file mode 100644
index 0000000..1d630fa
--- /dev/null
+++ b/src/corpus/config/schema-transform.ts
@@ -0,0 +1,44 @@
+import type { JSONSchema6 } from "json-schema";
+import { schemaWalk, type Visitor } from "@cloudflare/json-schema-walker";
+import { useI18n } from "vue-i18n";
+import { capitalize } from "lodash";
+
+const isPropertyName = (name: string) =>
+  !/^[0-9]*$/.test(name) &&
+  !["properties", "allOf", "anyOf", "if", "then", "else", "not"].includes(name);
+
+export function useTransformSchema() {
+  const { t, te } = useI18n();
+
+  function transformSchema(schema: JSONSchema6) {
+    schemaWalk(schema, undefined, postFunc);
+  }
+
+  /** Callback for massaging each schema node. */
+  const postFunc: Visitor = (schema, path, parent, parentPath) => {
+    if (typeof schema != "object") return;
+    // For a property node, `path` will be `["properties", name]`
+    if (path[0] != "properties") return;
+    const name = path[1];
+
+    // Construct path as string
+    const pathStr = [...(parentPath || []), name]
+      .filter(isPropertyName)
+      .join(".");
+
+    // Build translation keys
+    const titleKey = `config.schema.${pathStr}.title`;
+    const descrKey = `config.schema.${pathStr}.description`;
+
+    // Set field title from translation, or fall back to prettified field name
+    schema.title = te(titleKey) ? t(titleKey) : prettyName(name);
+    // Set field description from translation, if any
+    if (te(descrKey)) schema.description = t(descrKey);
+  };
+
+  /** Convert "foo_bar_baz" to "Foo bar baz" */
+  const prettyName = (name: string): string =>
+    capitalize(name.replace(/_/g, " "));
+
+  return { transformSchema };
+}
diff --git a/src/i18n/i18n.ts b/src/i18n/i18n.ts
index 4ac76a4..8df9845 100644
--- a/src/i18n/i18n.ts
+++ b/src/i18n/i18n.ts
@@ -2,7 +2,7 @@ import { createI18n } from "vue-i18n";
 import en from "@/i18n/locales/en.yaml";
 import sv from "@/i18n/locales/sv.yaml";
 
-export default createI18n({
+const i18n = createI18n({
   legacy: false,
   globalInjection: true,
   // Prefer Swedish if it's among browser's preferred languages, even if English is ranked higher
@@ -13,6 +13,8 @@ export default createI18n({
   messages: { en, sv },
 });
 
+export default i18n;
+
 export type LocaleId = "sv" | "en";
 
 /** Each UI language name, written in that language, keyed by its 2-letter locale id. */
@@ -20,3 +22,11 @@ export const languageNames = {
   sv: "Svenska",
   en: "English",
 };
+
+// Thanks @jclaveau: https://github.com/kazupon/vue-i18n/issues/1521#issuecomment-1799047164
+i18n.global.te = (key, locale?): boolean => {
+  const effectiveLocale =
+    locale && locale.length ? locale : i18n.global.locale.value;
+  const messages = i18n.global.messages.value[effectiveLocale];
+  return Object.prototype.hasOwnProperty.call(messages, key);
+};
diff --git a/src/i18n/locales/en.yaml b/src/i18n/locales/en.yaml
index 6e0f8fb..9e223f5 100644
--- a/src/i18n/locales/en.yaml
+++ b/src/i18n/locales/en.yaml
@@ -199,22 +199,26 @@ config.format.help: Select the file format of the source texts. All files must b
 config.format.note.pdf: The PDF file format is primarily designed for display. Please note that extracting text from them can sometimes give unsatisfactory results. Performing OCR on scanned documents is (currently) outside the scope of Mink.
 config.text_annotation: Text element
 config.text_annotation.help: In your source files, what XML element is most representative of a single text? Any text-level annotations will be attached to this element.
-config.schema.classes: Classes
-config.schema.parent: Parent
-config.schema.threads: Threads
-config.schema.export: Export
-config.schema.word: Word
-config.schema.remove_module_namespaces: Remove module namespaces
-config.schema.sparv_namespace: Sparv namespace
-config.schema.source_namespace: Source namespace
-config.schema.scramble_on: Scramble on
-config.schema.import: Import
-config.schema.text_annotation: Text annotation
-config.schema.source_dir: Source dir
-config.schema.importer: Importer
-config.schema.keep_control_chars: Keep control chars
-config.schema.normalize: Normalize
-config.schema.encoding: Encoding
+
+config.schema.classes.title: Classes
+config.schema.parent.title: Parent
+config.schema.threads.title: Threads
+config.schema.export.title: Export
+config.schema.export.word.title: Word
+config.schema.export.remove_module_namespaces.title: Remove module namespaces
+config.schema.export.sparv_namespace.title: Sparv namespace
+config.schema.export.source_namespace.title: Source namespace
+config.schema.export.scramble_on.title: Scramble on
+config.schema.import.title: Import
+config.schema.import.text_annotation.title: Text annotation
+config.schema.import.source_dir.title: Source dir
+config.schema.import.importer.title: Importer
+config.schema.import.keep_control_chars.title: Keep control chars
+config.schema.import.normalize.title: Normalize
+config.schema.import.encoding.title: Encoding
+config.schema.conll_export.title: CoNLL export
+# TODO: Add more
+
 segmenter_sentence: Existing sentence segmentation
 segmenter_sentence_help: Are the text files already formatted such that sentences are separated by linebreaks?
 segmenter_linebreaks: One per line
diff --git a/src/i18n/locales/sv.yaml b/src/i18n/locales/sv.yaml
index 0d0ca00..74d7da6 100644
--- a/src/i18n/locales/sv.yaml
+++ b/src/i18n/locales/sv.yaml
@@ -200,33 +200,38 @@ config.format.help: Ange vilket filformat källtexterna har. Alla filer måste h
 config.format.note.pdf: PDF-formatet är byggt främst för visuell presentation. Text som extraheras från PDF-filer kan ibland ge bristfälliga resultat. OCR-behandling av scannade dokument är (för närvarande) inget som Mink stödjer.
 config.text_annotation: Textelement
 config.text_annotation.help: Vilket XML-element i dina källfiler representerar bäst en enskild text? Eventuella annotationer på textnivå kommer att sättas på det elementet.
-config.schema.classes: Klasser
-config.schema.parent: Förälder
-config.schema.threads: Trådar
-config.schema.export: Export
-config.schema.word: Ord
-config.schema.word.description: Annotering att använda för tokentext i exporten
-config.schema.remove_module_namespaces: Ta bort modulnamnrymder
-config.schema.remove_module_namespaces.description: Ta bort modulnamnsprefix från annoteringsnamn i exporten
-config.schema.sparv_namespace: Namnrymd för Sparv
-config.schema.sparv_namespace.description: Prefix att lägga till på namnen för alla automatiskt skapade annoteringar
-config.schema.source_namespace: Namnrymd för källa
-config.schema.source_namespace.description: Prefix att lägga till på namnen för alla annoteringar från källan
-config.schema.scramble_on: Nivå för omkastning
-config.schema.scramble_on.description: Vilken annotering som används som minsta element vid omkastning
-config.schema.import: Import
-config.schema.text_annotation: Textannotering
-config.schema.text_annotation.description: Annotering som representerar en text
-config.schema.source_dir: Källkatalog
-config.schema.source_dir.description: Katalog som innehåller korpuskällfiler
-config.schema.importer: Importerare
-config.schema.importer.description: Namnet på importerare att använda
-config.schema.keep_control_chars: Behåll kontrolltecken
-config.schema.keep_control_chars.description: Slå på för att behålla kontrolltecken
-config.schema.normalize: Normalisera
-config.schema.normalize.description: "Normalisera inmatning med någon av följande former: 'NFC', 'NFKC', 'NFD' eller 'NFKD'"
-config.schema.encoding: Teckenkodning
-config.schema.encoding.description: Teckenkodning för källfiler
+
+config.schema.classes.title: Klasser
+config.schema.parent.title: Förälder
+config.schema.threads.title: Trådar
+config.schema.export.title: Export
+config.schema.export.word.title: Ord
+config.schema.export.word.description: Annotering att använda för tokentext i exporten
+config.schema.export.remove_module_namespaces.title: Ta bort modulnamnrymder
+config.schema.export.remove_module_namespaces.description: Ta bort modulnamnsprefix från annoteringsnamn i exporten
+config.schema.export.sparv_namespace.title: Namnrymd för Sparv
+config.schema.export.sparv_namespace.description: Prefix att lägga till på namnen för alla automatiskt skapade annoteringar
+config.schema.export.source_namespace.title: Namnrymd för källa
+config.schema.export.source_namespace.description: Prefix att lägga till på namnen för alla annoteringar från källan
+config.schema.export.scramble_on.title: Nivå för omkastning
+config.schema.export.scramble_on.description: Vilken annotering som används som minsta element vid omkastning
+config.schema.import.title: Import
+config.schema.import.text_annotation.title: Textannotering
+config.schema.import.text_annotation.description: Annotering som representerar en text
+config.schema.import.source_dir.title: Källkatalog
+config.schema.import.source_dir.description: Katalog som innehåller korpuskällfiler
+config.schema.import.importer.title: Importerare
+config.schema.import.importer.description: Namnet på importerare att använda
+config.schema.import.keep_control_chars.title: Behåll kontrolltecken
+config.schema.import.keep_control_chars.description: Slå på för att behålla kontrolltecken
+config.schema.import.normalize.title: Normalisera
+config.schema.import.normalize.description: "Normalisera inmatning med någon av följande former: 'NFC', 'NFKC', 'NFD' eller 'NFKD'"
+config.schema.import.encoding.title: Teckenkodning
+config.schema.import.encoding.description: Teckenkodning för källfiler
+config.schema.conll_export.title: CoNLL-export
+config.schema.conll_export.description: Export till CoNLL-fil
+# TODO: Add more
+
 segmenter_sentence: Existerande meningssegmentering
 segmenter_sentence_help: Är källtexterna redan formaterade så att varje mening börjar på en ny rad?
 segmenter_linebreaks: En per rad
diff --git a/src/message/messenger.composable.ts b/src/message/messenger.composable.ts
index e90b887..5eca8a2 100644
--- a/src/message/messenger.composable.ts
+++ b/src/message/messenger.composable.ts
@@ -16,7 +16,7 @@ export type MessageLevel = "error" | "success" | "debug";
 const alerts = ref<Alert[]>([]);
 
 export default function useMessenger() {
-  const { t, locale, messages } = useI18n();
+  const { t, te, locale, messages } = useI18n();
 
   function alert(message: string, level?: MessageLevel) {
     if (message && level !== "success") {
@@ -37,14 +37,6 @@ export default function useMessenger() {
     alerts.value = [];
   }
 
-  /** Check if there is a translation for the given key.
-   *
-   * This replaces `te` until https://github.com/kazupon/vue-i18n/issues/1521 is fixed.
-   */
-  function translationExists(key: string) {
-    return !!messages.value[locale.value][key];
-  }
-
   /** Display a backend error message. */
   const alertError = (err: AxiosError<MinkResponse>): undefined => {
     if (err.response?.data) {
@@ -53,7 +45,7 @@ export default function useMessenger() {
       // Use the return code to find a message, if available.
       if (data.return_code) {
         const translationKey = `api.code.${data.return_code}`;
-        if (translationExists(translationKey)) {
+        if (te(translationKey)) {
           // Pass the response data, plus request params, as variables to be replaced for "{placeholders}" in the translation message.
           const messageVariables = { ...err.config?.params, ...data };
           alert(t(translationKey, messageVariables), "error");
diff --git a/yarn.lock b/yarn.lock
index 873cd36..22a3a0b 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -46,6 +46,11 @@
   dependencies:
     regenerator-runtime "^0.14.0"
 
+"@cloudflare/json-schema-walker@^0.1.1":
+  version "0.1.1"
+  resolved "https://registry.yarnpkg.com/@cloudflare/json-schema-walker/-/json-schema-walker-0.1.1.tgz#d1cc94065327b0b3800158db40cb78124a3476de"
+  integrity sha512-P3n0hEgk1m6uKWgL4Yb1owzXVG4pM70G4kRnDQxZXiVvfCRtaqiHu+ZRiRPzmwGBiLTO1LWc2yR1M8oz0YkXww==
+
 "@esbuild/aix-ppc64@0.20.2":
   version "0.20.2"
   resolved "https://registry.yarnpkg.com/@esbuild/aix-ppc64/-/aix-ppc64-0.20.2.tgz#a70f4ac11c6a1dfc18b8bbb13284155d933b9537"
@@ -594,7 +599,7 @@
   resolved "https://registry.yarnpkg.com/@types/js-yaml/-/js-yaml-4.0.9.tgz#cd82382c4f902fed9691a2ed79ec68c5898af4c2"
   integrity sha512-k4MGaQl5TGo/iipqb2UDG2UwjXziSWkh0uysQelTlJpX1qGlpUZYm8PnO4DxG1qBomtJUdYJ6qR6xdIah10JLg==
 
-"@types/json-schema@^7.0.12":
+"@types/json-schema@^7.0.12", "@types/json-schema@^7.0.15":
   version "7.0.15"
   resolved "https://registry.yarnpkg.com/@types/json-schema/-/json-schema-7.0.15.tgz#596a1747233694d50f6ad8a7869fcb6f56cf5841"
   integrity sha512-5+fP8P8MFNC+AyZCDxrB2pkZFPGzqQWUzpSeuuVLvm8VMcorNYavBqoFcxK8bQz4Qsbn4oUEEem4wDLfcysGHA==