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    <abstract>Last Minute at SemEval-2025 Task 5: RAG System for Subject TaggingZahra Sarlak, Ebrahim AnsariIn this study, we explore the LLMs4Subjects shared task, which focuses on leveraging retrieval-augmented generation (RAG) to enhance subject classification in technical records from the Leibniz University’s Technical Library (TIBKAT). The challenge requires participants to recommend appropriate subject headings from the GND taxonomy while processing bibliographic data in both German and English.</abstract>
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%0 Conference Proceedings
%T Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging
%A Sarlak, Zahra
%A Ansari, Ebrahim
%Y Rosenthal, Sara
%Y Rosá, Aiala
%Y Ghosh, Debanjan
%Y Zampieri, Marcos
%S Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025)
%D 2025
%8 July
%I Association for Computational Linguistics
%C Vienna, Austria
%@ 979-8-89176-273-2
%F sarlak-ansari-2025-last
%X Last Minute at SemEval-2025 Task 5: RAG System for Subject TaggingZahra Sarlak, Ebrahim AnsariIn this study, we explore the LLMs4Subjects shared task, which focuses on leveraging retrieval-augmented generation (RAG) to enhance subject classification in technical records from the Leibniz University’s Technical Library (TIBKAT). The challenge requires participants to recommend appropriate subject headings from the GND taxonomy while processing bibliographic data in both German and English.
%U https://aclanthology.org/2025.semeval-1.316/
%P 2432-2436

Markdown (Informal)

[Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging](https://aclanthology.org/2025.semeval-1.316/) (Sarlak & Ansari, SemEval 2025)

• Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging (Sarlak & Ansari, SemEval 2025)

ACL

• Zahra Sarlak and Ebrahim Ansari. 2025. Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging. In Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025), pages 2432–2436, Vienna, Austria. Association for Computational Linguistics.