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
---

# ExtractiveInsight

tags: information_extraction, narrative_structure, contextualization

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

**Dataset Description:**

The 'ExtractiveInsight' dataset is a curated collection of paragraphs from various documents, each annotated with labels indicating the type of contextualization insights extracted from the text. These insights may include historical references, cultural context, authorial intent, or any other relevant context that aids in understanding the narrative structure. The dataset is structured to facilitate the training of machine learning models for information extraction and contextualization tasks.

**CSV Content Preview:**

```csv
"text","label"
"In the early 20th century, the art of painting underwent a dramatic transformation with the advent of Impressionism. This movement, originating in France, represented a radical departure from traditional approaches, focusing on the artist's immediate impression of a scene, often characterized by vibrant colors and visible brushstrokes.","HistoricalContext"
"During the narrative, Elizabeth Bennet's wit and vivacity serve as a counterpoint to the more reserved character of her sister, Jane. This dynamic not only enriches the novel but also reflects the societal expectations of women in Regency England.","CulturalContext"
"The author's use of stream-of-consciousness in 'Ulysses' is not merely a stylistic choice but a deliberate attempt to mirror the complexities of the human mind. This technique allows readers to experience the thoughts and feelings of the characters in a more intimate and immediate way.","AuthorialIntent"
"The Great Depression of the 1930s left an indelible mark on American literature, with authors like John Steinbeck capturing the desperation and struggle of the era in works such as 'The Grapes of Wrath'.","EconomicContext"
"In 'Pride and Prejudice', Jane Austen employs irony and social satire to critique the rigid class structures of her time, offering a subtle yet sharp commentary on the limitations placed on women and the importance of marrying well for social advancement.","SocietalExpectations"
```

**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 'contextualization extraction from a paragraph':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=contextualization+extraction+from+a+paragraph&dataset=ExtractiveInsight&tags=information_extraction,+narrative_structure,+contextualization
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
