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<p> </p> <p dir="ltr" style="line-height:1.38;margin-left: -0.3865979381443277pt;margin-right: -0.38659793814434745pt;margin-top:0pt;margin-bottom:0pt;"><span id="docs-internal-guid-98fd71d7-7fff-de18-cd64-19b621ac87fb"><span style="font-size: 11pt; font-family: Arial, sans-serif; color: rgb(0, 0, 0); font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; font-variant-emoji: normal; vertical-align: baseline; white-space-collapse: preserve;">Zhao et al. 22번 연구에서는 RAG 프레임워크 기반의 LLM인 Battery-GPT를 개발하여 이 접근 방식을 더욱 발전시켰습니다. 텍스트 임베딩 기법을 사용하여 텍스트 데이터를 벡터 표현으로 변환하고 사례 연구로 고속 충전 배터리 데이터베이스를 구축했습니다. Na 등 64은 그림 6B 에 나타낸 바와 같이 나트륨 이온 배터리용 적층 금속 산화물 양극재의 포괄적인 데이터베이스를 구축하기 위한 고급 LLM 프레임워크를 개발했습니다. 최적화된 RAG 기법과 명확성 트리 방법론을 활용하여 이 프레임워크는 312개의 논문에서 구조화된 데이터를 추출하는 데 높은 정확도(0.8861)와 F1 점수(0.9371)를 달성했으며, 논문당 약 20초 내에 재료 특성과 관련된 945개의 데이터 포인트를 처리했습니다.</span></span></p> <div> </div> <p><a class="seoquake-nofollow" href="https://bulldog123.com" rel="nofollow noreferrer noopener" style="font-size:0;line-height:0;text-decoration:none;" target="_blank"><span style="color:rgb(255,255,255);font-family:LexiSaebomR;line-height:2;letter-spacing:1px;text-decoration:none;">스포츠중계</span></a> <a class="seoquake-nofollow" href="https://xn--kj0bs60c.com/%EC%84%9C%EC%9A%B8/" rel="nofollow noreferrer noopener" style="font-size:0;line-height:0;text-decoration:none;" target="_blank"> <span style="color:rgb(255,255,255);font-family:LexiSaebomR;line-height:2;letter-spacing:1px;text-decoration:none;">서울급전</span></a> <a class="seoquake-nofollow" href="https://xn--kj0bs60c.com/%EB%B6%80%EC%82%B0/" rel="nofollow 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