Do We Need Bigger Models for Science? Task-Aware Retrieval with Small Language Models

Florian Kelber, Matthias Jobst, Yuni Susanti, Michael Färber 0001. Do We Need Bigger Models for Science? Task-Aware Retrieval with Small Language Models. In Georg Rehm, Stefan Dietze, Danilo Dessì, Diana Maynard, Sonja Schimmler, editors, Proceedings of Natural Scientific Language Processing, NSLP@LREC 2026, Palma, Mallorca (Spain), May 12, 2026. pages 108-118, ELRA Language Resources Association (ELRA), 2026. [doi]

Authors

Florian Kelber

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Matthias Jobst

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Yuni Susanti

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Michael Färber 0001

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