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BiGCAT: A Graph-Based Representation Learning Model with LLM Embeddings for Named Entity Recognition

Md. Akram Hossain, Abdul Aziz 0002, Muhammad Anwarul Azim, Abu Nowshed Chy, Md. Zia Ullah, Mohammad Khairul Islam. BiGCAT: A Graph-Based Representation Learning Model with LLM Embeddings for Named Entity Recognition. In Galia Angelova, Maria Kunilovskaya, Marie Escribe, Ruslan Mitkov, editors, Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era, RANLP 2025, Varna, Bulgaria, September 8-10, 2025. pages 433-440, INCOMA Ltd., Shoumen, Bulgaria, 2025. [doi]

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