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--- |
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dataset_info: |
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features: |
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- name: headline |
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dtype: string |
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- name: label |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 1241016 |
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num_examples: 6460 |
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download_size: 531064 |
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dataset_size: 1241016 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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task_categories: |
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- text-classification |
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language: |
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- kn |
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size_categories: |
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- 1K<n<10K |
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--- |
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# Dataset Card for kannada_news dataset |
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** [Kaggle link](https://www.kaggle.com/disisbig/kannada-news-dataset) for kannada news headlines dataset |
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- **Repository:** |
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- **Paper:** |
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- **Leaderboard:** |
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- **Point of Contact:** More information about the dataset and the models can be found [here](https://github.com/goru001/nlp-for-kannada) |
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### Dataset Summary |
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The Kannada news dataset contains only the headlines of news article in three categories: |
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Entertainment, Tech, and Sports. |
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The data set contains around 6300 news article headlines which are collected from Kannada news websites. |
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The data set has been cleaned and contains train and test set using which can be used to benchmark topic classification models in Kannada. |
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### Supported Tasks and Leaderboards |
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[More Information Needed] |
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### Languages |
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Kannada (kn) |
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## Dataset Structure |
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### Data Instances |
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An example row of the dataset is as below: |
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``` |
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{ |
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'headline': 'ಫಿಫಾ ವಿಶ್ವಕಪ್ ಫೈನಲ್: ಅತಿರೇಕಕ್ಕೇರಿದ ಸಂಭ್ರಮಾಚರಣೆ; ಅಭಿಮಾನಿಗಳ ಹುಚ್ಚು ವರ್ತನೆಗೆ ವ್ಯಾಪಕ ಖಂಡನೆ', |
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'label':'sports' |
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} |
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``` |
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NOTE: The data has very few examples on the technology (class label: 'tech') topic. [More Information Needed] |
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### Data Fields |
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Data has two fields: |
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- headline: text headline in kannada (string) |
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- label : corresponding class label which the headlines pertains to in english (string) |
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### Data Splits |
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The dataset has 6460 rows in the train.csv. |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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I have copied this dataset and republished it as the dataset card was not visible. Thanks to [@vrindaprabhu](https://github.com/vrindaprabhu) for adding this dataset initially. |
