Create README.md

README.md

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+---
+license: mit
+task_categories:
+- question-answering
+language:
+- en
+pretty_name: RAGuard
+size_categories:
+- 10K<n<100K
+---
+
+# Dataset Card for RAGuard
+
+
+## Dataset Details
+
+A fact-checking dataset designed to evaluate the robustness of RAG systems against misleading retrievals.
+```RAGuard``` consists of 2,648 political claims made by U.S. presidential candidates (2000–2024), each labeled as either *true* or *false*, and a knowledge base comprising 16,331 documents. Each claim is linked to a set
+of associated documents, categorized as *supporting*, *misleading*, or *irrelevant*
+
+### Dataset Description
+
+```claims.csv``` contains the following fields for each claim which has been scraped from [PolitiFact](https://www.politifact.com/).
+
+1. Claim ID
+2. Claim: Full text of the claim
+3. Verdict: Binary fact-checking verdict, *true* or *false*
+4. Document IDs: List IDs of documents corresponding to this claim
+5. Document Labels: List of labels for the associated documents, either *supporting*, *misleading*, or *irrelevant*
+
+```documents.csv``` contains the following fields for each document in our knowledge base, scraped from [Reddit](https://www.reddit.com/).
+
+1. Document ID
+2. Title: Reddit post title
+3. Full Text
+4. Claim ID: ID of the corresponding claim
+5. Document Label: Label for the document's label to the claim, either *supporting*, *misleading*, or *irrelevant*
+6. Link
+
+### Dataset Source and Usage
+
+- See the **Preprint** at \[To Be Released]
+
+# Disclaimer
+
+This dataset has been constructed from information that publically available on the Internet.
+It contains discussion of sensitive political topics that some may find offensive.