{"categories":[],"image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/w/wwacky/20210921/20210921154855.png","provider_name":"Hatena Blog","url":"https://wwacky.hateblo.jp/entry/2021/10/17/230835","version":"1.0","width":"100%","author_url":"https://blog.hatena.ne.jp/wwacky/","published":"2021-10-17 23:08:35","title":"SimCSE: Simple Contrastive Learning of Sentence Embeddings","height":"190","type":"rich","blog_url":"https://wwacky.hateblo.jp/","author_name":"wwacky","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fwwacky.hateblo.jp%2Fentry%2F2021%2F10%2F17%2F230835\" title=\"SimCSE: Simple Contrastive Learning of Sentence Embeddings - wwacky\u306e\u5099\u5fd8\u9332\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","description":"\u76ee\u6b21 \u6982\u8981 \u63d0\u6848\u624b\u6cd5 Unsupervised SimCSE Supervised SimCSE \u8a55\u4fa1\u7d50\u679c \u4ed6\u624b\u6cd5\u3068\u306e\u6bd4\u8f03 Alignment and uniformity Unsupervised SimeCSE\u306e\u691c\u8a3c data augmentation\u306e\u624b\u6cd5\u3068\u3057\u3066\u306e\u6bd4\u8f03 dropout\u78ba\u7387\u306b\u3088\u308b\u7cbe\u5ea6\u306e\u5909\u5316 Supervised SimeCSE\u306e\u691c\u8a3c Supervised SimCSE\u306e\u5b66\u7fd2\u306b\u7528\u3044\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3088\u308b\u7cbe\u5ea6\u306e\u9055\u3044 ablation study Pooling\u5c64\u306b\u3088\u308b\u7cbe\u5ea6\u306e\u9055\u3044 Supervised SimCSE\u5b66\u7fd2\u6642\u306ehard negative\u306e\u52b9\u679c \u5b9a\u6027\u8a55\u4fa1 \u30ea\u30f3\u30af \u8ad6\u6587\uff1a[\u2026","provider_url":"https://hatena.blog","blog_title":"wwacky\u306e\u5099\u5fd8\u9332"}