---
configs:
- config_name: default
  data_files:
  - split: train
    path: "html_extraction_task_train_dataset.jsonl"
  - split: test
    path: "html_extraction_task_test_dataset.jsonl"
  - split: unseen_test
    path: "html_extraction_task_unseen_test_dataset.jsonl"
---

# 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