Duplicate from cis-lmu/GlotSparse

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+uzs_Arab/uzs_Arab.csv filter=lfs diff=lfs merge=lfs -text
+bal_Arab/bal_Arab.csv filter=lfs diff=lfs merge=lfs -text
+azb_Arab/azb_Arab.csv filter=lfs diff=lfs merge=lfs -text
+brh_Arab/brh_Arab.csv filter=lfs diff=lfs merge=lfs -text
+hac_Arab/hac_Arab.csv filter=lfs diff=lfs merge=lfs -text
+sdh_Arab/sdh_Arab.csv filter=lfs diff=lfs merge=lfs -text
+kiu_Latn/kiu_Latn.csv filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+license: cc0-1.0
+language:
+- bal
+- bcc
+- glk
+- brh
+- sdh
+- kur
+- hac
+- kiu
+- zza
+- twi
+- fat
+- aka
+
+configs:
+- config_name: azb_Arab
+  data_files: "azb_Arab/azb_Arab.csv"
+- config_name: bal_Arab
+  data_files: "bal_Arab/bal_Arab.csv"
+- config_name: brh_Arab
+  data_files: "brh_Arab/brh_Arab.csv"
+- config_name: fat_Latn
+  data_files: "fat_Latn/fat_Latn.csv"
+- config_name: glk_Arab
+  data_files: "glk_Arab/glk_Arab.csv"
+- config_name: hac_Arab
+  data_files: "hac_Arab/hac_Arab.csv"
+- config_name: kiu_Latn
+  data_files: "kiu_Latn/kiu_Latn.csv"
+- config_name: sdh_Arab
+  data_files: "sdh_Arab/sdh_Arab.csv"
+- config_name: twi_Latn
+  data_files: "twi_Latn/twi_Latn.csv"
+- config_name: uzs_Arab
+  data_files: "uzs_Arab/uzs_Arab.csv"
+
+pretty_name: GlotSparse Corpus
+---
+
+# GlotSparse Corpus
+
+Collection of news websites in low-resource languages.
+
+- **Homepage:** [homepage](https://github.com/cisnlp/GlotSparse)
+- **Repository:** [github](https://github.com/cisnlp/GlotSparse)
+- **Paper:** [paper](https://arxiv.org/abs/2310.16248)
+- **Point of Contact:** amir@cis.lmu.de
+
+These languages are supported:
+
+```
+('azb_Arab', 'South-Azerbaijani_Arab')
+('bal_Arab', 'Balochi_Arab')
+('brh_Arab', 'Brahui_Arab')
+('fat_Latn', 'Fanti_Latn') # aka
+('glk_Arab', 'Gilaki_Arab')
+('hac_Arab', 'Gurani_Arab')
+('kiu_Latn', 'Kirmanjki_Latn') # zza
+('sdh_Arab', 'Southern-Kurdish_Arab')
+('twi_Latn', 'Twi_Latn') # aka
+('uzs_Arab', 'Southern-Uzbek_Arab')
+```
+
+## Usage (HF Loader)
+Replace `twi_Latn` with your specific language.
+```python
+from datasets import load_dataset
+dataset = load_dataset('cis-lmu/GlotSparse', 'twi_Latn')
+print(dataset['train'][0]) # First row of Twi_Latn
+```
+
+## Download
+If you are not a fan of the HF dataloader or are just interested in a specific language, download it directly:
+Replace `twi_Latn` with your specific language.
+
+```python
+! wget https://huggingface.co/datasets/cis-lmu/GlotSparse/resolve/main/twi_Latn/twi_Latn.csv
+```
+
+
+## Sources
+
+- **Balochi (bal)**
+  - News: https://sunnionline.us/balochi/
+  - Stories: https://kissah.org/
+  - Deiverse Contents such as poems, stories, posts, etc: https://baask.com/archive/category/balochi/
+
+- **Gilaki (glk)**
+  - Social Media: The original source of this content is Twitter, but Twitter typically doesn't support Gilaki as part of its language identifier due to gilaki is a low resource language. We obtained this content from a Telegram channel (https://t.me/gilaki_twitter) that re-posts Gilaki Twitter content. The admins of the channel are native Gilaki speakers, and after manual inspection, these tweets are selected. At present, there isn't a readily available mapping for Twitter IDs. The primary reason for reposting Twitter content on Telegram in Iran is the relative ease of access to Telegram compared to Twitter.
+
+- **Brahui (brh)**
+  - News: https://talarbrahui.com/category/news/ and https://talarbrahui.com/category/articles/
+
+- **Southern-Kurdish (sdh)**
+  - News: https://shafaq.com/ku/ (Feyli)
+
+- **Gurani (hac)**
+  - News: https://anfsorani.com/هۆرامی (Hawrami)
+
+- **Kirmanjki (kiu)**
+  - News: https://anfkirmancki.com/
+
+- **Fanti (fat)**
+  - News: https://akannews.com/fante/
+ 
+- **Twi (twi)**
+  - News: https://akannews.com/asante-twi/
+
+- **South-Azerbaijani (azb)**
+  - News: https://www.trt.net.tr/turki/
+ 
+- **Southern Uzbek (uzs)**
+  - News: https://www.trt.net.tr/afghaniuzbek/
+
+## Tools
+
+To compute the script of each text and removing unwanted langauges we used Glotscript ([code](https://github.com/cisnlp/GlotScript) and [paper](https://arxiv.org/abs/2309.13320)).
+
+
+## License
+We do not own any of the text from which these data has been extracted.
+We license the actual packaging, the metadata and the annotations of these data under the cc0-1.0 (waiving all of the rights under copyright law).
+
+If you are a website/dataset owner and do not want your data to be included in this corpra, please send us an email at amir@cis.lmu.de .
+
+
+## Ethical Considerations
+
+**1. Biases:** The text corpus may reflect the perspectives, opinions, or demographics of its sources or creators. It is important for users to critically evaluate the text in context especially for **news sources** and **social medias** (e.g., sunnionline, twitter, ...).
+
+**2. Representativeness:** While we have aimed for diversity and inclusivity, the text corpus may not fully represent all native speakers. Users should be mindful of any potential underrepresentation.
+
+**3. Ethics:** We acknowledge that the collection and use of text data can have ethical implications. We have strived to handle the data responsibly, but we encourage users to consider the broader ethical implications of their own research or applications.
+
+**4. Robots.txt** We respect robots.txt, https://palewi.re/docs/news-homepages/openai-gptbot-robotstxt.html
+
+
+
+## Github
+We also host a GitHub version with representing similar metadata from other sources:
+https://github.com/cisnlp/GlotSparse
+
+## Citation
+If you use any part of this code and data in your research, please cite it using the following BibTeX entry.
+All the sources related to news, social media, and without mentioned datasets are crawled and compiled in this work.
+This work is part of the [GlotLID](https://github.com/cisnlp/GlotLID) project.
+
+```
+@inproceedings{
+  kargaran2023glotlid,
+  title={{GlotLID}: Language Identification for Low-Resource Languages},
+  author={Kargaran, Amir Hossein and Imani, Ayyoob and Yvon, Fran{\c{c}}ois and Sch{\"u}tze, Hinrich},
+  booktitle={The 2023 Conference on Empirical Methods in Natural Language Processing},
+  year={2023},
+  url={https://openreview.net/forum?id=dl4e3EBz5j}
+}
+
+```

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