jina-embeddings-v5-text: Compact and Robust Text Embedding Models using Task-Targeted Distillation.

@inproceedings{akram-2026-jinaembeddingsv5text, author = {Mohammad Kalim Akram and Pascal Ferraro and Ben Carterette and Michael G\"{u}nther and Claudia Hauff and Han Xiao and Julien Allali and Saba Sturua and Mohammad Kalim Akram and Pascal Ferraro and Nastia Havriushenko and Julien Allali and Saba Sturua and Quentin Herreros and Ben Carterette and Michael G\"{u}nther and Maximilian Werk and Claudia Hauff and Han Xiao}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{jina-embeddings-v5-text: Compact and Robust Text Embedding Models using Task-Targeted Distillation}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {4454--4458}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808455}, doi = {https://doi.org/10.1145/3805712.3808455} }