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).
कॉन्फ़िगरेशन फ़ाइलconfig.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
नमूना डेटाsample-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 itemsयह डिज़ाइन प्राप्त करें
Clone or download from the repository
Quick start:
git clone https://github.com/davidjurgens/potato-showcase.git cd potato-showcase/semeval/2019/task08-fact-checking-cqa potato start config.yaml
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