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language: |
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- tr |
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license: |
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- cc-by-2.0 |
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--- |
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# OffensEval-TR 2020 |
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This repository hosts a special version of the well-known OffensEval-TR 2020 dataset. |
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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. |
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## Original Dataset Description |
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- **Homepage:** [offensive-turkish](https://coltekin.github.io/offensive-turkish/) |
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- **Paper:** [A Corpus of Turkish Offensive Language on Social Media](https://coltekin.github.io/offensive-turkish/troff.pdf) |
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- **Point of Contact:** [Çağrı Çöltekin]([email protected]) |
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- **Original Dataset on Hugging Face Model Hub:** https://huggingface.co./datasets/coltekin/offenseval2020_tr |
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### Dataset Summary |
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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. |
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The test dataset remains unmodified and contains 3,528 tweets. |
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Twitter user mentions were substituted by `@USER` and URLs have been substitute by `URL`. |
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Each instance contains up to 1 labels corresponding to one of the following sub-task: |
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- Sub-task A: Offensive language identification; |
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### Supported Tasks and Leaderboards |
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The dataset was published on this [paper](https://coltekin.github.io/offensive-turkish/troff.pdf). |
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### Languages |
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The dataset is based on Turkish. |
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## Dataset Structure |
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### Data Instances |
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A binary dataset with with (`NOT`) Not Offensive and (`OFF`) Offensive tweets. |
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### Loader |
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An example of how to use this dataset within the awesome Flair library can be found in [this](FlairDatasetLoader.ipynb) notebook. |
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# Acknowledgements |
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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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