| | --- |
| | language: |
| | - tr |
| | license: |
| | - cc-by-2.0 |
| | --- |
| | |
| | # OffensEval-TR 2020 |
| |
|
| | This repository hosts a special version of the well-known OffensEval-TR 2020 dataset. |
| |
|
| | This version splits the official training dataset into a slightly smaller training dataset and a development set. Purpose of this special version is to have a more consistent dataset for benchmarks. |
| |
|
| | ## Original Dataset Description |
| |
|
| | - **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](ccoltekin@sfs.uni-tuebingen.de) |
| | - **Original Dataset on Hugging Face Model Hub:** https://huggingface.co/datasets/coltekin/offenseval2020_tr |
| | |
| | ### Dataset Summary |
| | |
| | The original training dataset contains 31,756 annotated tweets. Our new training dataset has 30,000 annotated tweets, whereas the development dataset has 1,756 tweets. |
| | |
| | The test dataset remains unmodified and contains 3,528 tweets. |
| | |
| | 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. |
| | |
| | ### Loader |
| | |
| | An example of how to use this dataset within the awesome Flair library can be found in [this](FlairDatasetLoader.ipynb) notebook. |
| | |
| | # Acknowledgements |
| | |
| | Many thanks to [Cagri Cöltekin](https://huggingface.co/coltekin) for introducing this great dataset and also releasing it on the Model Hub. Model card is slightly adopted and modified from Cagri's [model card](https://huggingface.co/datasets/coltekin/offenseval2020_tr). |
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