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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="अमिताभ बच्चनआ सासे मुंदांखा फावखुंगुर।",
9 language="Bodo"
10)
11
12print(result)1@inproceedings{kaushik-anand-2025-classer,
2 title = "{CLASSER}: Cross-lingual Annotation Projection enhancement through Script Similarity for Fine-grained Named Entity Recognition",
3 author = "Kaushik, Prachuryya and
4 Anand, Ashish",
5 booktitle = "Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics",
6 month = dec,
7 year = "2025",
8 address = "Mumbai, India",
9 publisher = "The Asian Federation of Natural Language Processing and The Association for Computational Linguistics",
10 url = "https://aclanthology.org/2025.ijcnlp-long.94/",
11 pages = "1745--1760",
12 ISBN = "979-8-89176-298-5",
13}
14
15@misc{kaushik2026awedpiperagentswebapplications,
16 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},
17 author={Prachuryya Kaushik and Ashish Anand},
18 year={2026},
19 eprint={2601.10161},
20 archivePrefix={arXiv},
21 primaryClass={cs.CL},
22 url={https://arxiv.org/abs/2601.10161},
23}
24
25@inproceedings{kaushik2026sampurner,
26 title={SampurNER: Fine-Grained Named Entity Recognition Dataset for 22 Indian Languages},
27 volume={40},
28 url={https://ojs.aaai.org/index.php/AAAI/article/view/40405},
29 DOI={10.1609/aaai.v40i37.40405},
30 number={37},
31 journal={Proceedings of the AAAI Conference on Artificial Intelligence},
32 author={Kaushik, Prachuryya and Anand, Ashish},
33 year={2026},
34 month={Mar.},
35 pages={31410-31418}
36}