README.md

metadata

license: apache-2.0
task_categories:
  - sentence-similarity
language:
  - ar
size_categories:
  - 10K<n<100K
tags:
  - sentence-transformers

Arabic-Quora-Duplicates

Dataset Summary

1. The Arabic Version of the Quora Question Pairs Dataset
2. It contains the Quora Question Pairs dataset in four formats that are easily used with Sentence Transformers to train embedding models.
3. The data was originally created by Quora for this Kaggle Competition.
4. Dataset may be used for training/finetuning an embedding model for semantic textual similarity.

Pair Subset

• Columns: "anchor", "positive"
• Column types: str, str

Examples:

{
  "anchor": "كيف أكون جيولوجياً جيداً؟",
  "positive": "ماذا علي أن أفعل لأكون جيولوجياً عظيماً؟"
}

Disclaimer

Please note that the translated sentences are generated using neural machine translation and may not always convey the intended meaning accurately.

Contact

Contact Me if you have any questions or you want to use thid dataset

Note

Original work done by SentenceTransformers

Citation

If you use the Arabic Matryoshka Embeddings Dataset, please cite it as follows:

@dataset{nacar2024,
  author       = {Omer Nacar},
  title        = {Arabic Matryoshka Embeddings Dataset - Arabic Quora Duplicates},
  year         = 2024,
  url          = {https://huggingface.co/datasets/Omartificial-Intelligence-Space/Arabic-Quora-Duplicates},
  version      = {1.0.0},
}