Omartificial-Intelligence-Space/Arabic-NLi-Triplet

Arabic NLI Triplet

Dataset Summary

1. The Arabic Version of SNLI and MultiNLI datasets. (Triplet Subset)
2. Originally used for Natural Language Inference (NLI),
3. Dataset may be used for training/finetuning an embedding model for semantic textual similarity.

Triplet Subset

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

Examples:

{
  "anchor": "شخص على حصان يقفز فوق طائرة معطلة",
  "positive": "شخص في الهواء الطلق، على حصان.",
  "negative": "شخص في مطعم، يطلب عجة."
}

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:

@misc{nacar2024enhancingsemanticsimilarityunderstanding,
      title={Enhancing Semantic Similarity Understanding in Arabic NLP with Nested Embedding Learning}, 
      author={Omer Nacar and Anis Koubaa},
      year={2024},
      eprint={2407.21139},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2407.21139}, 
}