adding README

README.md

@@ -43,4 +43,120 @@ configs:
     path: data/meaning_in_context-*
   - split: fill_in
     path: data/fill_in-*
+license: mit
+task_categories:
+- question-answering
+language:
+- uz
+tags:
+- uzbek
+- linguistics
+pretty_name: uzlib
+size_categories:
+- 1K<n<10K
 ---
+# Uzbek Linguistic Benchmark (UzLiB)
+
+## 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:** [hf.co/datasets/murodbek/uzlib](https://huggingface.co/datasets/murodbek/uzlib)
+- **Repository:** [https://github.com/shopulatov/uzlib](https://github.com/shopulatov/uzlib)
+- **Point of Contact:** [ml.muhandis@gmail.com](mailto:ml.muhandis@gmail.com)
+- **Size of downloaded dataset files:** 144 kB
+- **Size of the generated dataset:** 144 kB
+- **Total amount of disk used:** 331 kB
+
+### Dataset Summary
+
+The Uzbek Linguistic Benchmark (UzLiB) is a benchmark with multiple-choice questions for evaluating linguistic abilities of Large Language Models (LLMs) in Uzbek language. 
+
+
+To load and use dataset, run this script:
+
+```python
+from datasets import load_dataset
+
+uzlib = load_dataset("murodbek/uzlib")
+```
+
+## Dataset Structure
+
+An example of `correct_word` looks as follows.
+
+```
+{'id': 'CW1242',
+ 'question': 'Berilgan variantlar orasida qaysi biri to‘g‘ri yozilgan?',
+ 'option_a': 'Samolyod',
+ 'option_b': 'Samalyot',
+ 'option_c': 'Samalyod',
+ 'option_d': 'Samolyot',
+ 'answer': 'D',
+ 'type': 'correct_word'}
+```
+
+### Data Fields
+The data fields are the same among all splits.
+
+- `id`: a `string` feature to indicate id of the given question.
+- `question`: a `string` feature to question.
+- `option_a`: a `string` feature to indicate answer option A.
+- `option_b`: a `string` feature to indicate answer option B.
+- `option_c`: a `string` feature to indicate answer option C.
+- `option_d`: a `string` feature to indicate answer option D.
+- `answer`: a `string` feature to indicate the correct answer. One of `A`, `B`, `C` or `D`.
+- `type`: a `string` feature to indicate the type of the question. One of `correct_word`, `meaning`, `meaning_in_context` or `fill_in`. 
+
+### Data Splits
+
+### Data Splits
+
+| split_name      |num_examples|
+|-----------------|-----------:|
+| correct_word    | 1501    |
+| meaning    | 236    |
+| meaning_in_context    | 72    |
+| fill_in  | 52     |
+| **all**  | **1861**     |
+
+## Dataset Creation
+
+The source for all questions is collected from selected 4 Telegram channels quizzes: [Orif Tolib](https://t.me/oriftolib), [Тўғри ёзамиз — мутахассис блоги](https://t.me/xatoliklar), [Tahrir.uz📝](https://t.me/tahrir_uz), and [Tahrirchi | Tilmoch](https://t.me/tahrirchi_uz). Then, each question is manually labeled to record correct answer as Telegram does not provide the correct answers for quizzes. After that, each question went through categorization, transliteration and deduplication processes. 
+
+
+### Citation Information
+```
+@misc{Shopulatov2025UzLiB,
+      title={UzLiB: A benchmark for evaluating Uzbek linguistics}, 
+      author={Abror Shopulatov},
+      year={2025}
+      url={https://huggingface.co/datasets/murodbek/uzlib},
+      note={Accessed: 2025-02-18}, % change this date
+      urldate   = {2025-02-18}} % change this date
+}
+```
+
+### Contact
+For any questions or issues related to the dataset or code, please contact [ml.muhandis@gmail.com](mailto:ml.muhandis@gmail.com).