Scientific knowledge injection and multilingual alignment for concept-driven retrieval with sentence embedding models.

@inproceedings{duransilva-2026-scientific, author = {Nicolau Duran-Silva and Pablo Accuosto and Horacio Saggion}, editor = {Ingo Frommholz and Christin Kreutz and Philipp Mayr and Guillaume Cabanac}, title = {{Scientific knowledge injection and multilingual alignment for concept-driven retrieval with sentence embedding models}}, booktitle = {{Proceedings of the Second International Workshop on Scholarly Information Access (SCOLIA 2026) co-located with the 48th European Conference on Information Retrieval (ECIR 2026), Delft, The Netherlands, April 2nd, 2026}}, series = {CEUR Workshop Proceedings}, volume = {4187}, pages = {39--54}, publisher = {CEUR-WS.org}, year = {2026}, url = {https://ceur-ws.org/Vol-4187/full-04.pdf} }