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  Natural products represent a large pool of bioactive compounds of high interest in drug-discovery. However, these relationships are sparsely distributed across organisms and a growing part
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  of the literature remains unannotated. This volume necessitates the development of a machine assistant to boost the completion of existing resources. Framing the task as an
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- end-to-end Relation Extraction (RE), we propose a BioGPT model fined-tuned on synthetic data. See details about this procedure in the join [article](url/rXiv).
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  The model is a derived from [microsoft/biogpt](https://huggingface.co/microsoft/biogpt) and was trained on a synthetic dataset *Diversity-synt* available on zenodo.
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  Natural products represent a large pool of bioactive compounds of high interest in drug-discovery. However, these relationships are sparsely distributed across organisms and a growing part
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  of the literature remains unannotated. This volume necessitates the development of a machine assistant to boost the completion of existing resources. Framing the task as an
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+ end-to-end Relation Extraction (RE), we propose a BioGPT model fined-tuned on synthetic data. See details about this procedure in the join [article](https://arxiv.org/abs/2311.06364).
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  The model is a derived from [microsoft/biogpt](https://huggingface.co/microsoft/biogpt) and was trained on a synthetic dataset *Diversity-synt* available on zenodo.
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