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pip install smolagents gradio_client1from tool import AWEDFiNERTool
2
3tool = AWEDFiNERTool(
4 space_id="prachuryyaIITG/AWED-FiNER"
5)
6
7result = tool.forward(
8 text="Jude Bellingham joined Real Madrid in 2023.",
9 language="English"
10)
11
12print(result)1@inproceedings{kaushik2026sampurner,
2 title={SampurNER: Fine-Grained Named Entity Recognition Dataset for 22 Indian Languages},
3 volume={40},
4 url={https://ojs.aaai.org/index.php/AAAI/article/view/40405},
5 DOI={10.1609/aaai.v40i37.40405},
6 number={37},
7 journal={Proceedings of the AAAI Conference on Artificial Intelligence},
8 author={Kaushik, Prachuryya and Anand, Ashish},
9 year={2026},
10 month={Mar.},
11 pages={31410-31418}
12}
13
14@misc{kaushik2026awedpiperagentswebapplications,
15 title={AWED-PIPER: Agents, Web Applications & Expert Detectors for Personally Identifiable Information Protection & Fine-grained Named Entity Recognition across 36 languages for 6.6 Billion Speakers},
16 author={Prachuryya Kaushik and Ashish Anand},
17 year={2026},
18 eprint={2601.10161},
19 archivePrefix={arXiv},
20 primaryClass={cs.CL},
21 url={https://arxiv.org/abs/2601.10161},
22}
23
24@inproceedings{ding-etal-2021-nerd,
25 title = "Few-{NERD}: A Few-shot Named Entity Recognition Dataset",
26 author = "Ding, Ning and Xu, Guangwei and Chen, Yulin and Wang, Xiaobin and Han, Xu and Xie, Pengjun and Zheng, Haitao and Liu, Zhiyuan",
27 booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)",
28 month = aug,
29 year = "2021",
30 publisher = "Association for Computational Linguistics",
31 url = "https://aclanthology.org/2021.acl-long.248",
32 doi = "10.18653/v1/2021.acl-long.248",
33 pages = "3198--3213",
34}