A retrieval-augmented LLM pipeline with definition-based validation extracts technology terms from scientific literature at 91.27% F1, beating a BERT baseline, and maps BCI-XR research structure.
Brain computer interfaces, a review,
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RATE: An LLM-Powered Retrieval Augmented Generation Technology-Extraction Pipeline
A retrieval-augmented LLM pipeline with definition-based validation extracts technology terms from scientific literature at 91.27% F1, beating a BERT baseline, and maps BCI-XR research structure.