The 2024 BioASQ challenge ran four shared tasks, released two new biomedical datasets, and found that transformer-based systems, especially LLM and RAG pipelines, led performance across question answering and named entity recognition.
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Overview of BioASQ 2024: The twelfth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering
The 2024 BioASQ challenge ran four shared tasks, released two new biomedical datasets, and found that transformer-based systems, especially LLM and RAG pipelines, led performance across question answering and named entity recognition.