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This is an overview of the eleventh edition of the BioASQ challenge in thecontext of the Conference and Labs of the Evaluation Forum (CLEF) 2023. BioASQis a series of international challenges promoting advances in large-scalebiomedical semantic indexing and question answering. This year, BioASQconsisted of new editions of the two established tasks b and Synergy, and a newtask (MedProcNER) on semantic annotation of clinical content in Spanish withmedical procedures, which have a critical role in medical practice. In thisedition of BioASQ, 28 competing teams submitted the results of more than 150distinct systems in total for the three different shared tasks of thechallenge. Similarly to previous editions, most of the participating systemsachieved competitive performance, suggesting the continuous advancement of thestate-of-the-art in the field.

Overview of BioASQ 2023: The eleventh BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering