Datasets:
Modalities:
Text
Formats:
parquet
Languages:
Dutch
Size:
10K - 100K
Tags:
document_classification
License:
dataset_info: | |
features: | |
- name: text | |
dtype: string | |
- name: label | |
dtype: string | |
- name: num_pages | |
dtype: float64 | |
- name: split | |
dtype: string | |
splits: | |
- name: train | |
num_bytes: 254697480 | |
num_examples: 20818 | |
download_size: 134126358 | |
dataset_size: 254697480 | |
configs: | |
- config_name: default | |
data_files: | |
- split: train | |
path: data/train-* | |
license: eupl-1.1 | |
language: | |
- nl | |
tags: | |
- document_classification | |
size_categories: | |
- 10K<n<100K | |
This dataset is a collection of Dutch Raadsinformatie documents from the Municipality of Amsterdam, which were published in compliance with the Open Government Act (Woo). | |
It is used for the Document Classification using Large Language Models project (todo: insert link). | |
The documents belong to 11 categories, such as Budgets (begrotingen), Research Reports (onderzoeksrapporten) and Motions (moties). | |
The project's objective was to classify these documents to make them easier to find and thus improve accessibility. | |
Modified Version(s) of the Dataset: | |
- Conversation Dataset to fine-tune LLMs - first 200 tokens per document: [AmsterdamBalancedFirst200Tokens](https://huggingface.co/datasets/FemkeBakker/AmsterdamBalancedFirst200Tokens) | |
Data sources: | |
- https://amsterdam.raadsinformatie.nl/ | |
- https://openresearch.amsterdam/ | |
- https://open.amsterdam/ | |
This dataset is part of [inseart thesis info] in collaboration with Amsterdam Intelligence for the City of Amsterdam. | |