dataset_info:
features:
- name: category
dtype: string
- name: url
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: text_raw
sequence: string
- name: base_url
dtype:
class_label:
names:
'0': inewsmalta.com
'1': netnews.com.mt
'2': newsbook.com.mt
'3': one.com.mt
'4': stradarjali.com
'5': www.gwida.mt
'6': www.illum.com.mt
'7': www.tvm.com.mt
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 63559985.55997323
num_examples: 17782
- name: validation
num_bytes: 13618465.019879542
num_examples: 3810
- name: test
num_bytes: 13622039.420147227
num_examples: 3811
download_size: 55694312
dataset_size: 90800490
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
license: cc-by-nc-sa-4.0
task_categories:
- summarization
language:
- mt
pretty_name: Maltese News Headlines
size_categories:
- 10K<n<100K
Maltese News Headlines
A headline-article pairs dataset for Maltese News Articles. This dataset is intended to be used for headline generation from the article content.
Data Collection
The data was collected from the press_mt subset from Korpus Malti v4.0.
Article contents were cleaned to filter out JavaScript, CSS, & repeated non-Maltese sub-headings.
The title and base URL features are based on the title & url fields from this corpus, respectively.
Additional Information
License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. Permissions beyond the scope of this license may be available at https://mlrs.research.um.edu.mt/.
Citation
This work was first presented in Topic Classification and Headline Generation for Maltese using a Public News Corpus. Cite it as follows:
@inproceedings{maltese-news-datasets,
title = "Topic Classification and Headline Generation for {M}altese using a Public News Corpus",
author = "Chaudhary, Amit Kumar and
Micallef, Kurt and
Borg, Claudia",
booktitle = "Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation",
month = may,
year = "2024",
publisher = "Association for Computational Linguistics",
}