{"id":4907,"date":"2026-03-17T11:27:55","date_gmt":"2026-03-17T03:27:55","guid":{"rendered":"https:\/\/www.15zhi.net\/blog\/?p=4907"},"modified":"2026-03-17T11:27:55","modified_gmt":"2026-03-17T03:27:55","slug":"202603-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-large-language-models-in-food-and-nutrition-science-opportunities-challenges-and-the-case-of-foodyllm","status":"publish","type":"post","link":"https:\/\/www.15zhi.net\/blog\/202603-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-large-language-models-in-food-and-nutrition-science-opportunities-challenges-and-the-case-of-foodyllm\/","title":{"rendered":"202603 \u8bba\u6587\u7814\u8bfb-Large language models in food and nutrition science: Opportunities, challenges, and the case of FoodyLLM"},"content":{"rendered":"\n

\u4f5c\u8005\uff1aAna Gjorgjevikj, Matej Martinc, Gjorgjina Cenikj\u7b49<\/p>\n\n\n\n

\u5355\u4f4d\uff1aHarvard Medical School\u3001Northeastern University\u3001Boston University\u7b49<\/p>\n\n\n\n

\u6765\u6e90\uff1aCurrent Research in Food Science, Volume 12, 2026, Article 101351<\/p>\n\n\n\n

\u65f6\u95f4\uff1aReceived 2025.11.13\uff1bAccepted 2026.02.13<\/p>\n\n\n\n

\u94fe\u63a5\uff1a[<\/a><\/u>Large language models in food and nutrition science: Opportunities, challenges, and the case of FoodyLLM<\/a>]<\/a><\/u><\/p>\n\n\n\n

\u4e00. \u7814\u7a76\u80cc\u666f<\/h3>\n\n\n\n

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\"\"<\/figure>\n\n\n\n

\u4e09. \u65b9\u6cd5\u6846\u67b6<\/h3>\n\n\n\n

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\"\"<\/figure>\n\n\n\n

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    \u4e94. \u5bf9\u9f50\u601d\u8003<\/h3>\n\n\n\n

    FoodyLLM \u5f53\u524d\u66f4\u64c5\u957f\u5904\u7406\u7684\u662f\u6709\u6570\u91cf\u4fe1\u606f\u7684\u83dc\u8c31\u578b\u8f93\u5165<\/strong>\u3002\u4f46\u73b0\u5b9e\u4e2d\u7684\u5f88\u591a\u5546\u54c1\u98df\u54c1\u53ea\u6709\u914d\u6599\u8868\uff0c\u6ca1\u6709\u7cbe\u786e\u914d\u6bd4\uff0c\u751a\u81f3\u5b58\u5728\u6a21\u7cca\u63cf\u8ff0\u3001\u590d\u5408\u914d\u6599\u3001\u7701\u7565\u6210\u5206\u7b49\u95ee\u9898\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u6a21\u578b\u5373\u4f7f\u5177\u5907\u5f88\u5f3a\u7684\u8bed\u8a00\u7406\u89e3\u80fd\u529b\uff0c\u4e5f\u5f88\u96be\u51c6\u786e\u8fd8\u539f\u8425\u517b\u7ed3\u6784\u3002\u8bba\u6587\u56e0\u6b64\u6307\u51fa\uff0c\u5305\u88c5\u98df\u54c1\u573a\u666f\u8981\u60f3\u505a\u597d\uff0c\u4ecd\u7136\u9700\u8981\u989d\u5916\u6a21\u5757\u6765\u8865\u8fd9\u4e2a\u4fe1\u606f\u7f3a\u53e3\u3002<\/p>\n\n\n\n

    \"\"<\/figure>\n\n\n\n

    1.0 \u6280\u672f\u521b\u65b0\u2014\u2014\u903b\u8f91\u601d\u7ef4\u63a8\u7406\u6846\u67b6
    \u672c\u6587\u6784\u5efa\u4e86\u4e00\u6761\u6e05\u6670\u7684\u98df\u54c1\u4efb\u52a1\u63a8\u7406\u94fe\uff1a\u98df\u54c1\u6587\u672c\u8f93\u5165 \u2192 \u8425\u517b\/\u6807\u7b7e\/\u672c\u4f53\u63a8\u65ad \u2192 \u7ed3\u6784\u5316\u8f93\u51fa\u3002\u8fd9\u63d0\u4f9b\u4e86\u53ef\u76f4\u63a5\u590d\u7528\u7684\u57fa\u7840\u6846\u67b6\uff1a\u5148\u628a\u914d\u6599\u8868\u3001\u98df\u54c1\u540d\u79f0\u7b49\u539f\u59cb\u6587\u672c\u8f6c\u6210\u6807\u51c6\u5316\u3001\u53ef\u8ba1\u7b97\u7684\u7ed3\u6784\u5316\u4fe1\u606f\uff0c\u518d\u8fdb\u884c\u5065\u5eb7\u8bc4\u4f30\u3001\u4ef7\u683c\u6bd4\u8f83\u548c\u7efc\u5408\u8bc4\u5206\u3002\u540c\u65f6\uff0c\u8bba\u6587\u4e5f\u660e\u786e\u4e86LLM\u7684\u80fd\u529b\u8fb9\u754c\uff1a\u9002\u5408\u505a\u5f52\u7eb3\u3001\u4f30\u8ba1\u548c\u89e3\u91ca\uff0c\u4e0d\u9002\u5408\u76f4\u63a5\u5145\u5f53\u7cbe\u786e\u8ba1\u7b97\u5668\u6216\u6700\u7ec8\u88c1\u51b3\u8005\u3002\u56e0\u6b64\uff0c\u5728\u7cfb\u7edf\u8bbe\u8ba1\u4e0a\uff0c\u5e94\u91c7\u7528\u201cLLM\u8d1f\u8d23\u7406\u89e3\u4e0e\u63a8\u65ad\uff0c\u89c4\u5219\u6a21\u5757\u8d1f\u8d23\u9608\u503c\u5224\u65ad\u4e0e\u6700\u7ec8\u8bc4\u5206\u201d\u7684\u5206\u5c42\u65b9\u6848\u3002
    2.1 \u6280\u672f\u76ee\u6807\u2014\u2014\u4e13\u4e1a\u624b\u518c\u516c\u4f17\u670d\u52a1
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    3.1 \u573a\u666f\u529f\u80fd\u2014\u2014\u98df\u517b\u901a\u8bc4\u5206 & \u8bc6\u522b\u54c1\u7c7b\u529f\u80fd & \u63a8\u7406\u98df\u54c1\u6027\u4ef7\u6bd4
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    \u4f5c\u8005\uff1aAna Gjorgjevikj, Matej Martinc, Gjorgjina Cenikj\u7b49 \u5355\u4f4d […]<\/p>\n","protected":false},"author":75,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-4907","post","type-post","status-publish","format-standard","hentry","category-events"],"_links":{"self":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/4907","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/users\/75"}],"replies":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/comments?post=4907"}],"version-history":[{"count":19,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/4907\/revisions"}],"predecessor-version":[{"id":4966,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/4907\/revisions\/4966"}],"wp:attachment":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/media?parent=4907"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/categories?post=4907"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/tags?post=4907"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}