Update README.md

README.md

@@ -16,4 +16,120 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+task_categories:
+- text-classification
+language:
+- kn
+size_categories:
+- 1K<n<10K
 ---
+
+# Dataset Card for kannada_news dataset 
+
+## 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:** [Kaggle link](https://www.kaggle.com/disisbig/kannada-news-dataset) for kannada news headlines dataset
+- **Repository:**
+- **Paper:**
+- **Leaderboard:**
+- **Point of Contact:** More information about the dataset and the models can be found [here](https://github.com/goru001/nlp-for-kannada)
+
+### Dataset Summary
+
+The Kannada news dataset contains only the headlines of news article in three categories:
+Entertainment, Tech, and Sports.
+
+The data set contains around 6300 news article headlines which are collected from Kannada news websites.
+The data set has been cleaned and contains train and test set using which can be used to benchmark topic classification models in Kannada.
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed]
+
+### Languages
+
+Kannada (kn)
+
+## Dataset Structure
+
+### Data Instances
+
+The data has two files. A train.csv and valid.csv. An example row of the dataset is as below:
+
+```
+{
+  'headline': 'ಫಿಫಾ ವಿಶ್ವಕಪ್ ಫೈನಲ್: ಅತಿರೇಕಕ್ಕೇರಿದ ಸಂಭ್ರಮಾಚರಣೆ; ಅಭಿಮಾನಿಗಳ ಹುಚ್ಚು ವರ್ತನೆಗೆ ವ್ಯಾಪಕ ಖಂಡನೆ',
+  'label':'sports'
+}
+```
+NOTE: The data has very few examples on the technology (class label: 'tech') topic. [More Information Needed]
+
+### Data Fields
+
+Data has two fields:
+- headline: text headline in kannada (string)
+- label : corresponding class label which the headlines pertains to in english (string)
+
+### Data Splits
+
+The dataset is divided into two splits. All the headlines are scraped from news websites on the internet.
+
+|                 |   train | validation | 
+|-----------------|--------:|-----------:|
+| Input Sentences |    5167 |       1293 |
+
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed]
+
+#### Who are the source language producers?
+
+[More Information Needed]
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed]
+
+#### Who are the annotators?
+
+[More Information Needed]
+
+### Personal and Sensitive Information
+
+[More Information Needed]
+
+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.