infinite-dataset-hub/EvidenceNavigator

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

# EvidenceNavigator

tags: search-engine, evidence-identification, context-filtering

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

**Dataset Description:** The 'EvidenceNavigator' dataset is curated for machine learning practitioners aiming to train models in the domain of evidence identification and context filtering from textual paragraphs. The dataset includes paragraphs from various search-engine results, and the objective is to determine whether evidence supporting a given claim is present or absent within these paragraphs. Each entry also contains extracted evidences, if any, alongside a label indicating the presence or absence of the target evidence.

**CSV Content Preview:**

```csv

label,paragraph,evidence

yes,"Researchers have found a strong correlation between high-fiber diets and reduced risks of heart disease.","Strong correlation between high-fiber diets and reduced risks of heart disease"

no,"While some studies suggest moderate alcohol consumption may be linked to longevity, the World Health Organization has explicitly stated that alcohol consumption increases the risk of several diseases.","Increased risk of several diseases"

yes,"A study published in the New England Journal of Medicine demonstrated that early detection and regular screening can significantly improve survival rates for colorectal cancer.","Early detection and regular screening improve survival rates for colorectal cancer"

no,"It's a common misconception that vitamin C prevents the common cold. However, clinical trials have shown that vitamin C has little to no effect on preventing the common cold.","Little to no effect on preventing the common cold"

yes,"Experts agree that vaccination is one of the most effective ways to prevent infectious diseases. According to the CDC, vaccines have eradicated smallpox and have led to the decline of diseases such as polio.","Vaccination eradicates smallpox and leads to the decline of diseases such as polio"

```

**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 '':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=EvidenceNavigator&tags=search-engine,+evidence-identification,+context-filtering
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub