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
---

# ExactSentenceMatch

tags: claim detection, text analysis, fidelity

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

**Dataset Description:**

The 'ExactSentenceMatch' dataset is a curated collection of paragraphs from various documents, alongside claims made within those paragraphs. Each entry in the dataset consists of a 'paragraph' and a 'claim', where the 'claim' is presented as an exact sentence that can be directly found in the given 'paragraph'. The purpose of this dataset is to facilitate the training and evaluation of machine learning models for claim detection, ensuring that the models can recognize and extract claims with high fidelity from the text. The dataset also includes a 'labels' column, which indicates the presence of a claim within the paragraph.

**CSV Content Preview:**

```
paragraph,claim,labels
"The quick brown fox jumps over the lazy dog. This sentence is an example of a pangram.", "This sentence is an example of a pangram.", True
"Advancements in AI technology have led to significant improvements in natural language processing. One notable example is the development of GPT-3.", "One notable example is the development of GPT-3.", True
"Climate change is a global challenge that requires immediate action. Governments and organizations worldwide are working to address this issue.", "Climate change is a global challenge that requires immediate action.", True
"The invention of the wheel revolutionized transportation and commerce in ancient times. Its impact can still be felt today.", "The invention of the wheel revolutionized transportation and commerce in ancient times.", True
"Exercising regularly and maintaining a balanced diet are essential for a healthy lifestyle. These habits can prevent many chronic diseases.", "Exercising regularly and maintaining a balanced diet are essential for a healthy lifestyle.", True
```

**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=ExactSentenceMatch&tags=claim+detection,+text+analysis,+fidelity
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
