infinite-dataset-hub/TextEvidenceDetector

---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# TextEvidenceDetector

tags: detection, textual-analysis, evidence-detection

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

**Dataset Description:**

The 'TextEvidenceDetector' dataset is a curated collection of paragraphs from various documents, articles, and texts that have been assessed for the presence of evidence supporting a given statement or claim. The dataset is structured to facilitate the task of machine learning models for evidence detection within text. Each row corresponds to a paragraph and includes a binary label indicating whether evidence is present ('Yes' or 'No') and a list of extracted evidence sentences that support the label.

**CSV Content Preview:**

```

"paragraph","label","extracted_evidences"

"The research on climate change has been overwhelmingly supported by scientists. Data from NASA show a steady rise in global temperatures over the past century.","Yes","Data from NASA show a steady rise in global temperatures over the past century."

"Many believe that exercise can lead to a longer life. However, no concrete studies directly link specific exercises to increased longevity.","No","No direct studies link specific exercises to increased longevity."

"Renewable energy sources are becoming more prevalent. Solar power usage has increased significantly due to technological advancements.","Yes","Solar power usage has increased significantly due to technological advancements."

"There is a common perception that all dogs are aggressive. But studies have shown that this is a misconception.","Yes","Studies have shown that this is a misconception."

"Experts argue that a plant-based diet is essential for a healthy lifestyle. Multiple nutritional studies support this claim.","Yes","Multiple nutritional studies support this claim."

```

**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, evidence is there or not, extracted evidences from paragraph':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=paragraph,+evidence+is+there+or+not,+extracted+evidences+from+paragraph&dataset=TextEvidenceDetector&tags=detection,+textual-analysis,+evidence-detection
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub