Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
Turkish
Size:
10K - 100K
License:
| dataset_info: | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': NOT | |
| '1': 'OFF' | |
| splits: | |
| - name: train | |
| num_bytes: 4133465 | |
| num_examples: 31756 | |
| - name: test | |
| num_bytes: 467184 | |
| num_examples: 3528 | |
| download_size: 3181241 | |
| dataset_size: 4600649 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| - split: test | |
| path: data/test-* | |
| license: cc | |
| task_categories: | |
| - text-classification | |
| language: | |
| - tr | |
| size_categories: | |
| - 10K<n<100K | |
| # OffensEval-TR 2020 (Mirror) | |
| > **Note**: This is a mirror of the original dataset at [coltekin/offenseval2020_tr](https://huggingface.co/datasets/coltekin/offenseval2020_tr). This copy was created due to HuggingFace's deprecation of `trust_remote_code` in datasets library version 4.0.0 ([release notes](https://github.com/huggingface/datasets/releases/tag/4.0.0)), which makes the original dataset inaccessible with newer versions of the `datasets` library. This copy will be removed upon request from the original authors or if the original repository is updated to work without remote code. | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Original Dataset:** [coltekin/offenseval2020_tr](https://huggingface.co/datasets/coltekin/offenseval2020_tr) | |
| - **Homepage:** [offensive-turkish](https://coltekin.github.io/offensive-turkish/) | |
| - **Paper:** [A Corpus of Turkish Offensive Language on Social Media](https://coltekin.github.io/offensive-turkish/troff.pdf) | |
| - **Point of Contact:** [Çağrı Çöltekin](mailto:ccoltekin@sfs.uni-tuebingen.de) | |
| ### Dataset Summary | |
| Twitter user mentions were substituted by @USER and URLs have been substitute by URL. | |
| Each instance contains up to 1 labels corresponding to one of the following sub-task: | |
| - Sub-task A: Offensive language identification; | |
| ### Supported Tasks and Leaderboards | |
| The dataset was published on this [paper](https://coltekin.github.io/offensive-turkish/troff.pdf). | |
| ### Languages | |
| The dataset is based on Turkish. | |
| ## Dataset Structure | |
| ### Data Instances | |
| A binary dataset with with (NOT) Not Offensive and (OFF) Offensive tweets. | |
| ### Data Fields | |
| The column names in the file are the following: | |
| text label | |
| The labels used in the annotation are listed below. | |
| #### Task and Labels | |
| (A) Sub-task A: Offensive language identification | |
| - (NOT) Not Offensive - This post does not contain offense or profanity. | |
| - (OFF) Offensive - This post contains offensive language or a targeted (veiled or direct) offense | |
| In our annotation, we label a post as offensive (OFF) if it contains any form of non-acceptable language (profanity) or a targeted offense, which can be veiled or direct. | |
| ### Data Splits | |
| | train | test | | |
| |------:|-----:| | |
| | 31756 | 3528 | | |
| ## Additional Information | |
| ### Dataset Curators | |
| This dataset was originally curated by Çağrı Çöltekin. This mirror was created to maintain accessibility following HuggingFace's deprecation of remote code execution in the datasets library. | |
| ### Licensing Information | |
| The annotations are distributed under the terms of [Creative Commons Attribution License (CC-BY 2.0)](https://creativecommons.org/licenses/by/2.0/). Please cite the following paper if you use this resource. | |
| ### Citation Information | |
| **Please cite the original paper:** | |
| ``` | |
| @inproceedings{coltekin2020lrec, | |
| author = {\c{C}\"{o}ltekin, \c{C}a\u{g}r{\i}}, | |
| year = {2020}, | |
| title = {A Corpus of Turkish Offensive Language on Social Media}, | |
| booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference}, | |
| pages = {6174--6184}, | |
| address = {Marseille, France}, | |
| url = {https://www.aclweb.org/anthology/2020.lrec-1.758}, | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@yavuzKomecoglu](https://github.com/yavuzKomecoglu) for adding the original dataset to HuggingFace. | |
| --- | |
| ## Mirror Information | |
| **Original Dataset:** [coltekin/offenseval2020_tr](https://huggingface.co/datasets/coltekin/offenseval2020_tr) | |
| **Reason for Mirror:** HuggingFace deprecated `trust_remote_code` in datasets library v4.0.0, making the original dataset inaccessible with newer versions of the library. |