Datasets:
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README.md
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Various rigorous analyses and human evaluations confirm the high quality of the dataset and demonstrate the effectiveness of the entity-anchored machine translation (EaMaTa) framework with up to 9\% increase in F1-score against the current state-of-the-art.
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[**Read the extended version**](https://github.com/PrachuryyaKaushik/SampurNER/blob/main/SampurNER_AAAI_extended.pdf)
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## EaMaTa Framework overview
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```bibtex
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@inproceedings{kaushik2026sampurner,
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}
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@misc{kaushik2026awedfineragentswebapplications,
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Various rigorous analyses and human evaluations confirm the high quality of the dataset and demonstrate the effectiveness of the entity-anchored machine translation (EaMaTa) framework with up to 9\% increase in F1-score against the current state-of-the-art.
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**SampurNER Paper:** [SampurNER in AAAI-2026](https://ojs.aaai.org/index.php/AAAI/article/view/40405)
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[**Read the extended version**](https://github.com/PrachuryyaKaushik/SampurNER/blob/main/SampurNER_AAAI_extended.pdf)
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## EaMaTa Framework overview
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```bibtex
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@inproceedings{kaushik2026sampurner,
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title={SampurNER: Fine-Grained Named Entity Recognition Dataset for 22 Indian Languages},
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volume={40},
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url={https://ojs.aaai.org/index.php/AAAI/article/view/40405},
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DOI={10.1609/aaai.v40i37.40405},
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number={37},
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journal={Proceedings of the AAAI Conference on Artificial Intelligence},
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author={Kaushik, Prachuryya and Anand, Ashish},
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year={2026},
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month={Mar.},
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pages={31410-31418}
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}
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@misc{kaushik2026awedfineragentswebapplications,
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