| | --- |
| | language: |
| | - en |
| | --- |
| | |
| | ## PCL |
| | Someone uses __Patronizing and Condescending Language (PCL)__ when their use of the language denotes a superior attitude towards someone else, or depicts them in a compassionate way, raising a feeling of pity among the audience. |
| |
|
| | ## pcl-roberta-base model for PCL detection |
| | This model is trained on __Don't Patronize Me!__ , a dataset of paragraphs extracted from media articles about vulnerable communities, published in 20 English-speaking countries or areas. The paragraphs have been manually annotated to assess if they contain any type of PCL. |
| | |
| | This is the PCL detection model built on roBERTa-base. |
| |
|
| | - Git Repo: [Don't Patronize Me! official repository](https://github.com/Perez-AlmendrosC/dontpatronizeme) |
| | - Dataset: This model has been finetuned with the [Don't Patronize Me! dataset, available here](https://huggingface.co/datasets/carlaperez/dontpatronizeme_pcl) |
| |
|
| | <b>Labels</b>: |
| | 0 -> Negative; |
| | 1 -> Positive |
| |
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|
| | To know more about our work on PCL detection, the PCL detection model and the dataset, please refer to: |
| |
|
| | ## Reference Papers: |
| |
|
| |
|
| | ``` |
| | @inproceedings{perez2020don, |
| | title={Don’t Patronize Me! An Annotated Dataset with Patronizing and Condescending Language towards Vulnerable Communities}, |
| | author={P{\'e}rez-Almendros, Carla and Anke, Luis Espinosa and Schockaert, Steven}, |
| | booktitle={Proceedings of the 28th International Conference on Computational Linguistics}, |
| | pages={5891--5902}, |
| | year={2020} |
| | } |
| | ``` |
| |
|
| | ``` |
| | @inproceedings{perez2022semeval, |
| | title={SemEval-2022 task 4: Patronizing and condescending language detection}, |
| | author={P{\'e}rez-Almendros, Carla and Anke, Luis Espinosa and Schockaert, Steven}, |
| | booktitle={Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)}, |
| | pages={298--307}, |
| | year={2022} |
| | } |
| | ``` |
| |
|
| | ``` |
| | @inproceedings{perez2022identifying, |
| | title={Identifying condescending language: A tale of two distinct phenomena?}, |
| | author={Perez-Almendros, Carla and Schockaert, Steven}, |
| | booktitle={Proceedings of the Second Workshop on NLP for Positive Impact (NLP4PI)}, |
| | pages={130--141}, |
| | year={2022} |
| | } |
| | ``` |
| |
|
