{"provider_url":"https://hatena.blog","author_url":"https://blog.hatena.ne.jp/e4exp/","version":"1.0","blog_url":"https://e4exp.hatenablog.com/","height":"190","title":"SGPT: \u610f\u5473\u691c\u7d22\u306e\u305f\u3081\u306eGPT\u306b\u3088\u308b\u6587\u7ae0\u57cb\u3081\u8fbc\u307f","url":"https://e4exp.hatenablog.com/entry/2022/03/03/153420","description":"SGPT: GPT Sentence Embeddings for Semantic Search 2022/02 https://arxiv.org/abs/2202.08904 \u30e2\u30c7\u30eb\u30fb\u30b3\u30fc\u30c9 https://github.com/Muennighoff/sgpt \u63d0\u6848\u624b\u6cd5\u306e\u69cb\u9020\u56f3\uff0e\u5de6(a)\u304cSGPT\u30af\u30ed\u30b9\u30a8\u30f3\u30b3\u30fc\u30c0\uff0c\u53f3(b)\u304cSGPT\u30d0\u30a4\u30a8\u30f3\u30b3\u30fc\u30c0\uff0e BEIR\u3067\u306ere-ranking \u6027\u80fd\u6bd4\u8f03(\u30af\u30ed\u30b9\u30a8\u30f3\u30b3\u30fc\u30c0) GPT\u3092\u30d0\u30a4\u30a8\u30f3\u30b3\u30fc\u30c0\u3084\u30af\u30ed\u30b9\u30a8\u30f3\u30b3\u30fc\u30c0\u3068\u3057\u3066\u5bfe\u79f0\u691c\u7d22\u3084\u975e\u5bfe\u79f0\u691c\u7d22\u306b\u9069\u7528\u3059\u308b\u305f\u3081\u306eSGPT-BE\u3068SGPT-CE\u3092\u63d0\u6848 GPT\u306f\u5229\u7528\u53ef\u80fd\u306a\u6700\u5927\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3042\u308b\u304c\u3001\u610f\u5473\u63a2\u7d22\u306f\u3053\u2026","width":"100%","provider_name":"Hatena Blog","author_name":"e4exp","categories":["DeepLearning","GPT","NLP","Transformer","\u8ad6\u6587\u8aad\u307f"],"image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/e/e4exp/20220303/20220303152808.png","published":"2022-03-03 15:34:20","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fe4exp.hatenablog.com%2Fentry%2F2022%2F03%2F03%2F153420\" title=\"SGPT: \u610f\u5473\u691c\u7d22\u306e\u305f\u3081\u306eGPT\u306b\u3088\u308b\u6587\u7ae0\u57cb\u3081\u8fbc\u307f - \u5b66\u3093\u3060\u3053\u3068\u30e1\u30e2\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","type":"rich","blog_title":"\u5b66\u3093\u3060\u3053\u3068\u30e1\u30e2"}