@inproceedings{kelber-etal-2026-need,
    title = "Do We Need Bigger Models for Science? Task-Aware Retrieval with Small Language Models",
    author = {Kelber, Florian  and
      Jobst, Matthias  and
      Susanti, Yuni  and
      F{\"a}rber, Michael},
    editor = "Rehm, Georg  and
      Dietze, Stefan  and
      Dessi, Danilo  and
      Maynard, Diana  and
      Schimmler, Sonja",
    booktitle = "Proceedings of Natural Scientific Language Processing ({NSLP}) @ {LREC} 2026",
    month = may,
    year = "2026",
    address = "Palma, Mallorca (Spain)",
    publisher = "ELRA Language Resources Association (ELRA)",
    url = "https://aclanthology.org/2026.nslp-1.11/",
    doi = "10.63317/2cuutd9tnnhp",
    pages = "108--118"
}