Skip to content
Showcase/Dialogue Act Labeling
intermediatetext

Dialogue Act Labeling

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

Submit

File di configurazioneconfig.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"

Dati di esempiosample-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

Ottieni questo design

View on GitHub

Clone or download from the repository

Avvio rapido:

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

Dettagli

Tipi di annotazione

radio

Dominio

nlpconversational-ai

Casi d'uso

dialogue-understandingconversation-analysis

Tag

dialogueconversationspeech-actsclassificationchat

Hai trovato un problema o vuoi migliorare questo design?

Apri un problema

Design correlati

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