| title | Fact checking pipeline |
|---|---|
| emoji | 🌎 |
| colorFrom | green |
| colorTo | gray |
| sdk | docker |
| app_file | app.py |
| pinned | false |
| license | mit |
| python_version | 3.11 |
| startup_duration_timeout | 2h |
FactChecking provides a robust pipeline for fact-checking climate change-related claims.
Features
-
Document Retrieval:
Given a controversial claim, the system searches the internet for documents containing relevant information. It identifies and retrieves documents that may help in the validation of the claim. -
Evidence Extraction:
Extracts specific text snippets or sentences from the retrieved documents. Focuses on extracting information directly related to the claim to provide relevant context. -
Stance Detection:
Analyzes the extracted evidence to determine its stance regarding the claim. Classifies the stance as: no stance, support, or refute. -
Claim Validation:
Assesses the overall validity of the claim based on the extracted evidence and stance detection results. Provides a clear conclusion on whether the claim is supported or refuted, along with the relevant context.