Skip to content
Showcase/Dialogue Act Labeling
intermediatetext

Dialogue Act Labeling

Classify utterances in conversations by their communicative function (question, statement, request, etc.).

Submit

設定ファイルconfig.yaml

# Dialogue Act Labeling Configuration
# Classify utterances by communicative function

task_dir: "."
annotation_task_name: "Dialogue Act Labeling"

data_files:
  - "data/dialogue_turns.json"

item_properties:
  id_key: "id"
  text_key: "display"
  text_display_key: "display"

user_config:
  allow_all_users: true

annotation_schemes:
  - annotation_type: "radio"
    name: "dialogue_act"
    description: "What is the primary function of this utterance?"
    labels:
      - name: "Statement"
        tooltip: "Provides information or expresses an opinion"
        key_value: "s"
      - name: "Question"
        tooltip: "Requests information"
        key_value: "q"
      - name: "Directive"
        tooltip: "Request, command, or suggestion for action"
        key_value: "d"
      - name: "Commissive"
        tooltip: "Promise, offer, or commitment"
        key_value: "c"
      - name: "Acknowledgment"
        tooltip: "Shows understanding or agreement (yes, okay, uh-huh)"
        key_value: "a"
      - name: "Greeting"
        tooltip: "Social greeting or farewell"
        key_value: "g"
      - name: "Expressive"
        tooltip: "Expresses emotion (thanks, sorry, wow)"
        key_value: "e"
      - name: "Other"
        tooltip: "None of the above"
        key_value: "o"

  - annotation_type: "radio"
    name: "question_type"
    description: "If this is a question, what type?"
    labels:
      - name: "Yes/No Question"
      - name: "Wh-Question"
      - name: "Choice Question"
      - name: "Tag Question"
      - name: "Rhetorical Question"
      - name: "N/A (not a question)"
    show_if:
      field: "dialogue_act"
      value: "Question"

  - annotation_type: "multiselect"
    name: "secondary_acts"
    description: "Any secondary dialogue acts?"
    labels:
      - name: "Humor/Sarcasm"
      - name: "Politeness marker"
      - name: "Topic shift"
      - name: "Clarification"
      - name: "Elaboration"
      - name: "Correction"

output: "annotation_output/"

output_annotation_dir: "annotation_output/"
output_annotation_format: "json"

サンプルデータsample-data.json

[
  {
    "id": "da_001",
    "speaker": "A",
    "utterance": "Hey, how's it going?",
    "context": "[Start of conversation]",
    "display": "**Context:** [Start of conversation]\n\n**Speaker A:** Hey, how's it going?"
  },
  {
    "id": "da_002",
    "speaker": "B",
    "utterance": "Pretty good! I just finished that project we talked about.",
    "context": "A: Hey, how's it going?",
    "display": "**Context:** A: Hey, how's it going?\n\n**Speaker B:** Pretty good! I just finished that project we talked about."
  }
]

// ... and 2 more items

このデザインを取得

View on GitHub

Clone or download from the repository

クイックスタート：

git clone https://github.com/davidjurgens/potato-showcase.git
cd potato-showcase/templates/text/dialogue-act-labeling
potato start config.yaml

詳細

アノテーションタイプ

radio

ドメイン

nlpconversational-ai

ユースケース

dialogue-understandingconversation-analysis

タグ

dialogueconversationspeech-actsclassificationchat

問題を見つけた場合やデザインを改善したい場合は？

Issueを作成

関連デザイン

Intent Classification

Classify user utterances into intents for chatbot and virtual assistant training.

radiomultiselect

Fact Verification

Verify claims as supported, refuted, or not enough information based on provided evidence.

radiotext

Hate Speech Detection

Identify and categorize hate speech, offensive language, and toxic content in text.

radiomultiselect