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This AI Doesn’t Just Skim Scientific Papers—It Tags, Sorts, and Explains Them Too

  • This article is part of a broader study. You’re reading Part 4 of 9.
  • LLMs training, evaluation, and inference: The article discusses the training and evaluation process of LLMs (Language Models) for extracting entities and relationships from scientific papers.
  • Fine-tuned LLM: The article highlights the use of a fine-tuned LLM that demonstrates optimal performance in both Named Entity Recognition (NER) and Relation Extraction (RE) tasks.
  • Enhancing data integrity: The fine-tuned LLM not only extracts entities and assigns labels but also ensures traceability, enhancing the integrity and utility of the data.

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