Add a feature to create intent detection and slot filling project

backend/api/serializers.py

@@ -9,7 +9,8 @@ from rest_polymorphic.serializers import PolymorphicSerializer
 from .models import (DOCUMENT_CLASSIFICATION, IMAGE_CLASSIFICATION, SEQ2SEQ,
                      SEQUENCE_LABELING, SPEECH2TEXT, AnnotationRelations,
                      AutoLabelingConfig, Category, Comment, DocType, Example,
-                     ExampleState, ImageClassificationProject, Label, Project,
+                     ExampleState, ImageClassificationProject,
+                     IntentDetectionAndSlotFillingProject, Label, Project,
                      RelationTypes, Role, RoleMapping, Seq2seqProject,
                      SequenceLabelingProject, Span, SpanType,
                      Speech2textProject, Tag, TextClassificationProject,
@@ -223,6 +224,12 @@ class Seq2seqProjectSerializer(ProjectSerializer):
         model = Seq2seqProject
 
 
+class IntentDetectionAndSlotFillingProjectSerializer(ProjectSerializer):
+
+    class Meta(ProjectSerializer.Meta):
+        model = IntentDetectionAndSlotFillingProject
+
+
 class Speech2textProjectSerializer(ProjectSerializer):
 
     class Meta(ProjectSerializer.Meta):

frontend/components/project/FormCreate.vue

@@ -171,6 +171,7 @@ export default Vue.extend({
         'DocumentClassification',
         'SequenceLabeling',
         'Seq2seq',
+        'IntentDetectionAndSlotFilling',
         'ImageClassification',
         'Speech2text',
       ]

frontend/domain/models/project/project.ts

@@ -4,7 +4,7 @@ export interface CurrentUsersRole {
   is_annotation_approver: boolean;
 }
 
-export type ProjectType = 'DocumentClassification' | 'SequenceLabeling' | 'Seq2seq' | 'ImageClassification' | 'Speech2text'
+export type ProjectType = 'DocumentClassification' | 'SequenceLabeling' | 'Seq2seq' | 'IntentDetectionAndSlotFilling' | 'ImageClassification' | 'Speech2text'
 
 
 export class ProjectReadItem {
@@ -86,6 +86,7 @@ export class ProjectReadItem {
       DocumentClassification: 'text-classification',
       SequenceLabeling      : 'sequence-labeling',
       Seq2seq               : 'sequence-to-sequence',
+      IntentDetectionAndSlotFilling: 'intent-detection-and-slot-filling',
       ImageClassification   : 'image-classification',
       Speech2text           : 'speech-to-text',
     }
@@ -97,6 +98,7 @@ export class ProjectReadItem {
     const allowedProjectTypes = [
       'DocumentClassification',
       'SequenceLabeling',
+      'IntentDetectionAndSlotFilling',
       'ImageClassification'
     ]
     return allowedProjectTypes.includes(this.project_type)
@@ -113,7 +115,8 @@ export class ProjectReadItem {
     const allowedProjectTypes = [
       'DocumentClassification',
       'SequenceLabeling',
-      'Seq2seq'
+      'Seq2seq',
+      'IntentDetectionAndSlotFilling'
     ]
     return allowedProjectTypes.includes(this.project_type)
   }
@@ -198,6 +201,7 @@ export class ProjectWriteItem {
       DocumentClassification: 'TextClassificationProject',
       SequenceLabeling      : 'SequenceLabelingProject',
       Seq2seq               : 'Seq2seqProject',
+      IntentDetectionAndSlotFilling: 'IntentDetectionAndSlotFillingProject',
       ImageClassification   : 'ImageClassificationProject',
       Speech2text           : 'Speech2textProject',
     }

frontend/i18n/de/projects/overview.js

@@ -15,6 +15,7 @@ export default {
     'Textklassifikation',
     'Sequenz-Labeling',
     'Sequenz zu Sequenz',
+    'Intent-Erkennung und Slot-Füllung',
     'Bildklassifikation',
     'Sprache zu Text',
   ]

frontend/i18n/en/projects/overview.js

@@ -15,6 +15,7 @@ export default {
     'Text Classification',
     'Sequence Labeling',
     'Sequence to sequence',
+    'Intent Detection and Slot Filling',
     'Image Classification',
     'Speech to Text',
   ]

frontend/i18n/fr/projects/overview.js

@@ -13,6 +13,7 @@ export default {
     'Classification des textes',
     'Étiquetage des séquences',
     'Séquence à séquence',
+    'Détection d\'intention et remplissage d\'emplacements',
     'Classification d\'images',
     'De la parole au texte',
   ]

frontend/i18n/zh/projects/overview.js

@@ -15,6 +15,7 @@ export default {
     '文本分类',
     '序列标注',
     '序列到序列',
+    '意图检测和槽填充',
     '图像分类',
     '文字转语音'
   ]