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Showcase/Fact-Checking in Community Question Answering Forums
intermediateevaluation

Fact-Checking in Community Question Answering Forums

Verification of factual claims in community question answering forums, classifying answers as true, false, or half-true. Based on SemEval-2019 Task 8 (Fact-Checking in CQA).

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ملف الإعدادconfig.yaml

# Fact-Checking in Community Question Answering Forums
# Based on Mihaylova et al., SemEval 2019
# Paper: https://aclanthology.org/S19-2149/
# Dataset: http://alt.qcri.org/semeval2019/index.php?id=tasks
#
# This task asks annotators to verify the factual accuracy of answers
# posted in community question answering forums. Annotators read both
# the question and the answer, then judge the truthfulness of the answer.
#
# Truthfulness Labels:
# - True: The answer is factually correct
# - False: The answer is factually incorrect
# - Half-True: The answer contains a mix of true and false information

annotation_task_name: "Fact-Checking in Community QA Forums"
task_dir: "."

data_files:
  - sample-data.json

item_properties:
  id_key: "id"
  text_key: "text"

output_annotation_dir: "annotation_output/"
output_annotation_format: "json"

port: 8000
server_name: localhost

annotation_schemes:
  - annotation_type: radio
    name: factual_accuracy
    description: "How factually accurate is this answer?"
    labels:
      - "True"
      - "False"
      - "Half-True"
    keyboard_shortcuts:
      "True": "1"
      "False": "2"
      "Half-True": "3"
    tooltips:
      "True": "The answer is factually correct and supported by evidence"
      "False": "The answer is factually incorrect or misleading"
      "Half-True": "The answer contains a mix of accurate and inaccurate information"

annotation_instructions: |
  You will be shown a question from a community forum along with an answer.
  Your task is to judge the factual accuracy of the answer.
  Consider whether the claims made in the answer are true, false, or partially true.

html_layout: |
  <div style="padding: 15px; max-width: 800px; margin: auto;">
    <div style="background: #fefce8; border: 1px solid #fde68a; border-radius: 8px; padding: 12px; margin-bottom: 12px;">
      <strong style="color: #a16207;">Forum:</strong>
      <span style="font-size: 15px;">{{forum}}</span>
    </div>
    <div style="background: #f8fafc; border: 1px solid #e2e8f0; border-radius: 8px; padding: 16px; margin-bottom: 12px;">
      <strong style="color: #64748b;">Question:</strong>
      <p style="font-size: 15px; line-height: 1.6; margin: 6px 0 0 0;">{{question}}</p>
    </div>
    <div style="background: #f0f9ff; border: 1px solid #bae6fd; border-radius: 8px; padding: 16px; margin-bottom: 16px;">
      <strong style="color: #0369a1;">Answer:</strong>
      <p style="font-size: 16px; line-height: 1.7; margin: 8px 0 0 0;">{{text}}</p>
    </div>
  </div>

allow_all_users: true
instances_per_annotator: 50
annotation_per_instance: 2
allow_skip: true
skip_reason_required: false

بيانات نموذجيةsample-data.json

[
  {
    "id": "factcheck_001",
    "text": "The Great Wall of China is visible from space with the naked eye. It's the only man-made structure you can see from orbit.",
    "question": "Can you see the Great Wall of China from space?",
    "forum": "Travel & Geography"
  },
  {
    "id": "factcheck_002",
    "text": "Vitamin C can help reduce the duration of a cold by about a day, but it won't prevent you from catching one in the first place.",
    "question": "Does vitamin C cure the common cold?",
    "forum": "Health & Wellness"
  }
]

// ... and 8 more items

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View on GitHub

Clone or download from the repository

بدء سريع:

git clone https://github.com/davidjurgens/potato-showcase.git
cd potato-showcase/semeval/2019/task08-fact-checking-cqa
potato start config.yaml

التفاصيل

أنواع التوسيم

radio

المجال

SemEvalNLPFact VerificationQuestion Answering

حالات الاستخدام

Fact-CheckingMisinformation DetectionQA Evaluation

الوسوم

semevalsemeval-2019shared-taskfact-checkingcqaverificationmisinformation

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