{"user_id":"220548","type":"journal_article","publication":"Preprint","publication_status":"published","date_created":"2026-06-01T14:04:19Z","title":"LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification","language":[{"iso":"eng"}],"_id":"6959","year":"2026","status":"public","citation":{"mla":"Schlee, Michael, et al. “LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification.” <i>Preprint</i>, Arxiv, 2026, doi:<a href=\"https://doi.org/10.48550/arXiv.2512.10793\">10.48550/arXiv.2512.10793</a>.","ama":"Schlee M, Kivimaki T, Mashiku  Melchizedek, Weisser C, Säfken B. LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification. <i>Preprint</i>. 2026. doi:<a href=\"https://doi.org/10.48550/arXiv.2512.10793\">10.48550/arXiv.2512.10793</a>","short":"M. Schlee, T. Kivimaki,  Melchizedek Mashiku, C. Weisser, B. Säfken, Preprint (2026).","chicago":"Schlee, Michael, Timo Kivimaki,  Melchizedek Mashiku, Christoph Weisser, and Benjamin Säfken. “LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification.” <i>Preprint</i>, 2026. <a href=\"https://doi.org/10.48550/arXiv.2512.10793\">https://doi.org/10.48550/arXiv.2512.10793</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Schlee, Michael</span> ; <span style=\"font-variant:small-caps;\">Kivimaki, Timo</span> ; <span style=\"font-variant:small-caps;\">Mashiku,  Melchizedek</span> ; <span style=\"font-variant:small-caps;\">Weisser, Christoph</span> ; <span style=\"font-variant:small-caps;\">Säfken, Benjamin</span>: LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification. In: <i>Preprint</i>, Arxiv (2026)","bibtex":"@article{Schlee_Kivimaki_Mashiku_Weisser_Säfken_2026, title={LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification}, DOI={<a href=\"https://doi.org/10.48550/arXiv.2512.10793\">10.48550/arXiv.2512.10793</a>}, journal={Preprint}, publisher={Arxiv}, author={Schlee, Michael and Kivimaki, Timo and Mashiku,  Melchizedek and Weisser, Christoph and Säfken, Benjamin}, year={2026} }","apa":"Schlee, M., Kivimaki, T., Mashiku,  Melchizedek, Weisser, C., &#38; Säfken, B. (2026). LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification. <i>Preprint</i>. <a href=\"https://doi.org/10.48550/arXiv.2512.10793\">https://doi.org/10.48550/arXiv.2512.10793</a>","ieee":"M. Schlee, T. Kivimaki,  Melchizedek Mashiku, C. Weisser, and B. Säfken, “LabelFusion: Fusing Large Language Models With Transformer Encoders for Robust Financial News Classification,” <i>Preprint</i>, 2026."},"author":[{"full_name":"Schlee, Michael","last_name":"Schlee","first_name":"Michael"},{"first_name":"Timo","full_name":"Kivimaki, Timo","last_name":"Kivimaki"},{"last_name":"Mashiku","full_name":"Mashiku,  Melchizedek","first_name":" Melchizedek"},{"orcid":"0000-0003-0616-1027","full_name":"Weisser, Christoph","last_name":"Weisser","first_name":"Christoph","id":"264138","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0616-1027/work/216498396"},{"first_name":"Benjamin","full_name":"Säfken, Benjamin","last_name":"Säfken"}],"date_updated":"2026-06-02T13:34:44Z","publisher":"Arxiv","doi":"10.48550/arXiv.2512.10793"}