Update README.md

README.md

@@ -1,3 +1,191 @@
 ---
 license: apache-2.0
+annotations_creators:
+- expert-generated
+language_creators:
+- found
+task_categories:
+- text-classification
+language:
+- ro
+multilinguality:
+- monolingual
+source_datasets:
+- original
+tags:
+- hate-speech-detection
+task_ids:
+- hate-speech-detection
+pretty_name: News-RO-Offense
+size_categories:
+- 1K<n<10K
+extra_gated_prompt: 'Warning: this repository contains harmful content (abusive language,
+  hate speech).'
 ---
+
+
+# Dataset Card for "RO-FB-Offense"
+
+## 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)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## Dataset Description
+
+- **Homepage:** [https://github.com/readerbench/news-ro-offense](https://github.com/readerbench/news-ro-offense)
+- **Repository:** [https://github.com/readerbench/news-ro-offense](https://github.com/readerbench/news-ro-offense)
+- **Paper:** News-RO-Offense - A Romanian Offensive Language Dataset and Baseline Models Centered on News Article Comments
+- **Point of Contact:** [Andrei Paraschiv](https://github.com/AndyTheFactory)
+
+### Dataset Summary
+a novel Romanian language dataset for offensive message detection with manually 
+annotated comment from a local Romanian news website (stiri de cluj) into five classes:
+
+* non-offensive
+* targeted insults
+* racist
+* homophobic
+* sexist
+
+Resulting in 4052 annotated messages
+
+### Languages
+
+Romanian
+
+## Dataset Structure
+
+
+### Data Instances
+
+
+An example of 'train' looks as follows.
+
+```
+{
+  'comment_id': 5,
+  'reply_to_comment_id':2,
+  'comment_nr': 1,
+  'content_id': 23,
+  'comment_text':'PLACEHOLDER TEXT',
+  'LABEL': 3
+}
+```
+
+
+### Data Fields
+
+- `comment_id': 5,
+  'reply_to_comment_id':2,
+  'comment_nr': 1,
+  'content_id': 23,
+  'comment_text':'PLACEHOLDER TEXT',
+  'LABEL': 3
+- `sender`: a `string` feature.
+- 'no_reacts': a `integer`
+- `text`: a `string`.
+- `label`: categorical `OTHER`, `PROFANITY`, `INSULT`, `ABUSE`
+
+
+### Data Splits
+
+|  name   |train|test|
+|---------|----:|---:|
+|ro|x|x|
+
+
+## Dataset Creation
+
+### Curation Rationale
+
+Collecting data for abusive language classification for Romanian Language.
+
+### Source Data
+
+News Articles comments
+
+#### Initial Data Collection and Normalization
+
+
+
+#### Who are the source language producers?
+
+News Article readers
+
+### Annotations
+
+
+#### Annotation process
+
+
+
+#### Who are the annotators?
+
+Native speakers
+
+### Personal and Sensitive Information
+
+The data was public at the time of collection. No PII removal has been performed.
+
+## Considerations for Using the Data
+
+
+
+### Social Impact of Dataset
+
+The data definitely contains abusive language. The data could be used to develop and propagate offensive language against every target group involved, i.e. ableism, racism, sexism, ageism, and so on.
+
+### Discussion of Biases
+
+
+### Other Known Limitations
+
+
+## Additional Information
+
+
+### Dataset Curators
+
+
+### Licensing Information
+
+This data is available and distributed under Apache-2.0 license
+
+### Citation Information
+
+```
+@misc{cojocaru2022news,
+	title        = {News-RO-Offense - A Romanian Offensive Language Dataset and Baseline Models Centered on News Article Comments},
+	author       = {Cojocaru, Andreea and Paraschiv, Andrei and Dascălu, Mihai},
+	year         = 2022,
+	journal      = {RoCHI - International Conference on Human-Computer Interaction},
+	publisher    = {MATRIX ROM},
+	doi          = {10.37789/rochi.2022.1.1.12},
+	url          = {http://dx.doi.org/10.37789/rochi.2022.1.1.12}
+}
+
+
+```
+
+
+### Contributions