Jiraya/html_to_json_information_extraction_dataset

HTML to JSON Information Extraction Dataset

Description

The html_to_json_information_extraction dataset is a collection of over 7300 HTML snippets and their extracted information in JSON. These HTML have been sourced (scraped) from about 25 companies' career pages. The dataset contains three splits - train, test, unseen_test. This dataset has been built to fine tune SLMs & LLMs for the information extraction task.

train split

This split contains over 5700 pair of HTML-JSON data points which have been sourced (scraped) from 22 companies' career pages.

test split

This split contains over 1300 pair of HTML-JSON data points which have been sourced (scraped) from the same 22 companies' career pages as the train split.

unseen_test split

This split contains over 300 pair of HTML-JSON data points, and, these have been sourced (scraped) from 3 companies' career pages. These 3 companies are not present in the list of 22 companies from which test & train splits have been built.

Sample

Here is a sample HTML and its label - extracted information in JSON.

HTML

true">  <a data-mapped="true" href="/arenaai/jobs/4378219101">Frontend Engineer </a>  <br>  <span class="location">New York City</span></div><div class="opening" department_id="4002495101" office_id="" data-department-4002495101="true">  <a data-mapped="true" href="/arenaai/jobs/4428844101">Fullstack Engineer</a>  <br>  <span class="location">New York</span></div><div class="opening" department_id="4002495101" office_id="" data-depart

JSON

[{"Job Title":"Frontend Engineer","Job Location":"New York City","Job ID":"4378219101","Job Link":"/arenaai/jobs/4378219101"},{"Job Title":"Fullstack Engineer","Job Location":"New York","Job ID":"4428844101","Job Link":"/arenaai/jobs/4428844101"}]

Languages

• —HTML
• —English