license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# ParagraphVerification

tags: truthfulness, paraphrase, string matching

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'ParagraphVerification' dataset comprises paragraphs and their associated claims that include exact sentences from the original text. The objective is to verify whether the claims are truthful based on the given paragraph. The dataset labels are 'Verified' if the claim is exactly present in the paragraph and 'False' if the claim is either paraphrased or not present.

**CSV Content Preview:**

```csv
ParagraphID, Paragraph, Claim, Label
1, "Global warming is a significant issue that affects our planet. The consensus among scientists is that human activities are a major contributor.", "Global warming is a significant issue that affects our planet.", Verified
2, "Many studies have indicated that processed foods are linked to an increased risk of health problems. Fast food consumption is often criticized.", "Processed foods are linked to an increased risk of health problems.", Verified
3, "The vast majority of people agree that education is the key to success. Quality education leads to better job opportunities.", "Education is the key to success.", Verified
4, "Consumer reviews can be misleading, as they may not always reflect the true quality of a product.", "Consumer reviews are always accurate.", False
5, "Recent advancements in technology have made communication easier than ever before. The internet allows for instantaneous information exchange.", "The internet has reduced the time needed for communication significantly.", False
```

The CSV structure above is designed to facilitate the verification process of claims based on the paragraphs. The 'ParagraphID' uniquely identifies each record. The 'Paragraph' column contains the text of the paragraph, the 'Claim' column includes the exact sentence to be verified, and the 'Label' column indicates whether the claim is 'Verified' (if it's an exact sentence found in the paragraph) or 'False' (if it's not).

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'paragraph, claims in paragarph with exact sentences as in the paragraph':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=paragraph,+claims+in+paragarph+with+exact+sentences+as+in+the+paragraph&dataset=ParagraphVerification&tags=truthfulness,+paraphrase,+string+matching
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
