| | --- |
| | 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 |
