{"id":307,"date":"2026-03-22T20:02:47","date_gmt":"2026-03-22T12:02:47","guid":{"rendered":"https:\/\/blog.zeronely.cn\/?p=307"},"modified":"2026-03-22T20:02:48","modified_gmt":"2026-03-22T12:02:48","slug":"%e6%af%95%e8%ae%be%e7%9a%84%e8%bf%9b%e4%b8%80%e6%ad%a5%e6%96%b9%e6%a1%88","status":"publish","type":"post","link":"https:\/\/blog.zeronely.cn\/index.php\/2026\/03\/22\/%e6%af%95%e8%ae%be%e7%9a%84%e8%bf%9b%e4%b8%80%e6%ad%a5%e6%96%b9%e6%a1%88\/","title":{"rendered":"\u6bd5\u8bbe\u7684\u8fdb\u4e00\u6b65\u65b9\u6848"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\" id=\"\u4e3b\u7ebf\u548c\u4efb\u52a1\u6574\u7406\">\u4e3b\u7ebf\u548c\u4efb\u52a1\u6574\u7406<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bd5\u8bbe\uff1a\u6f5c\u5728\u4e8b\u4ef6\u94fe\u63a8\u7406<\/li>\n\n\n\n<li>\u671f\u520a\uff1a\u5728\u6f5c\u5728\u4e8b\u4ef6\u94fe\u4e4b\u4e0a\u7684\u591a\u667a\u80fd\u4f53\u534f\u540c\u56e0\u679c\u63a8\u7406<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u9898\u76ee\u57fa\u4e8e\u591a\u667a\u80fd\u4f53\u534f\u540c\u7684\u89c6\u9891\u56e0\u679c\u4e8b\u4ef6\u63a8\u7406\">\u9898\u76ee\uff1a\u57fa\u4e8e\u591a\u667a\u80fd\u4f53\u534f\u540c\u7684\u89c6\u9891\u56e0\u679c\u4e8b\u4ef6\u63a8\u7406<\/h3>\n\n\n\n<p>\u8fd9\u5468\uff0c\u7ee7\u7eed\u590d\u73b0Flipped-VQA\u9879\u76ee\uff08\u628a\u7ed3\u6784\u770b\u4e86\u770b\uff0c\u5f7b\u5e95\u8dd1\u901a\u4e86\u539f\u8bba\u6587\u5176\u4ed6\u51e0\u4e2a\u6570\u636e\u96c6\uff09\uff0c<br>\u51c6\u5907\u590d\u7528\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u73b0\u6210\u7684 NExT-QA \u6570\u636e\u6d41<\/li>\n\n\n\n<li>\u7a33\u5b9a\u7684\u9884\u63d0\u53d6\u7279\u5f81\u8bfb\u53d6\u65b9\u5f0f<\/li>\n\n\n\n<li>\u53ef\u76f4\u63a5\u590d\u7528\u7684\u521d\u59cb answerer<\/li>\n<\/ul>\n\n\n\n<p>\u5173\u4e8e\u6570\u636e\u96c6\u4e8b\u4ef6\u94fe\u5177\u4f53\u600e\u4e48\u5efa\u7acb\u7684\u65b9\u6848\uff1a<\/p>\n\n\n\n<p><strong>\u628a\u89c6\u9891\u7edf\u4e00\u8868\u793a\u6210 T \u4e2a clip \u5355\u5143\uff0c\u518d\u4ece\u8fd9\u4e9b clip \u81ea\u9002\u5e94\u805a\u5408\u51fa K \u4e2a\u6f5c\u5728\u4e8b\u4ef6\u8282\u70b9\u3002<\/strong><\/p>\n\n\n\n<p>\uff08\u6211\u60f3\u7ee7\u7eed\u8c03\u7814\u601d\u8003\u4e00\u4e0b\u5982\u4f55\u805a\u5408\uff0c\u6682\u65f6\u6ca1\u60f3\u597d\uff0c\u6253\u7b97\u8fb9\u505a\u8fb9\u60f3\uff09<\/p>\n\n\n\n<p>\u8fd9\u6837\u4e00\u6765<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u00a0<strong>MECD<\/strong>\u00a0\u8fd9\u79cd\u6709\u4e8b\u4ef6\u7ea7\u76d1\u7763\u7684\u6570\u636e\u4e0a\uff0c\u80fd\u5b66\u5230\u66f4\u50cf\u201c\u771f\u5b9e\u4e8b\u4ef6\u201d\u7684\u7ed3\u6784\uff08\u4e4b\u540e\u90a3\u4e2a\u6570\u636e\u96c6\u4e5f\u53ef\u4ee5\u7528\u540c\u6837\u7684\u7ed3\u6784\uff09\uff1b<\/li>\n\n\n\n<li>\u5728\u00a0<strong>NExT-QA \/ Causal-VidQA<\/strong>\u00a0\u8fd9\u79cd\u6ca1\u6709\u4eba\u5de5\u4e8b\u4ef6\u8fb9\u754c\u7684 QA \u6570\u636e\u4e0a\uff0c\u4ecd\u7136\u80fd\u5de5\u4f5c\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5173\u4e8e\u76ee\u524d\u5177\u4f53\u7684\u5b9e\u65bd\u65b9\u6848\">\u5173\u4e8e\u76ee\u524d\u5177\u4f53\u7684\u5b9e\u65bd\u65b9\u6848<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"\u6a21\u5757-1grounder\">\u6a21\u5757 1\uff1aGrounder<\/h4>\n\n\n\n<p>\u8f93\u5165\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u95ee\u9898\u00a0<code>q<\/code><\/li>\n\n\n\n<li>\u9009\u9879\u00a0<code>o_k<\/code><\/li>\n\n\n\n<li>\u4e8b\u4ef6\u8282\u70b9\u00a0<code>e1...eK<\/code><\/li>\n<\/ul>\n\n\n\n<p>\u8f93\u51fa\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u4e2a\u4e8b\u4ef6\u8282\u70b9\u5bf9\u8be5\u9009\u9879\u7684\u652f\u6301\u5ea6\u00a0<code>g_k(i)<\/code><\/li>\n<\/ul>\n\n\n\n<p>\u76f4\u767d\u8bb2\u5c31\u662f\uff1a<br><strong>\u8fd9\u4e2a\u9009\u9879\u6700\u4f9d\u8d56\u54ea\u51e0\u4e2a\u4e8b\u4ef6\u8282\u70b9\uff1f<\/strong><\/p>\n\n\n\n<p>\u7b2c\u4e00\u7248\u53ef\u4ee5\u7528\u4e24\u5c42 MLP \u6216\u8f7b\u91cf cross-attention\uff0c\u5148\u4e0d\u8981\u641e\u590d\u6742\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"\u6a21\u5757-2causal-linker\">\u6a21\u5757 2\uff1aCausal Linker<\/h4>\n\n\n\n<p>\u5728\u6bcf\u4e2a\u9009\u9879\u81ea\u5df1\u7684 top-M \u4e8b\u4ef6\u8282\u70b9\u4e0a\u5224\u65ad\u56e0\u679c\u8fb9\u3002<\/p>\n\n\n\n<p>\u9ed8\u8ba4\u5efa\u8bae\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>topM = 4<\/code><\/li>\n\n\n\n<li>\u53ea\u5141\u8bb8\u00a0<code>i &lt; j<\/code><\/li>\n\n\n\n<li>\u4e5f\u5c31\u662f\u53ea\u8003\u8651\u65f6\u95f4\u5411\u524d\u7684\u6709\u5411\u8fb9<\/li>\n<\/ul>\n\n\n\n<p>\u8fb9\u5206\u6570\u53ef\u4ee5\u5199\u6210\uff1a<\/p>\n\n\n\n<p><code>p_ij^(k) = sigmoid(MLP([e_i, e_j, q, o_k, \u0394t]))<\/code><\/p>\n\n\n\n<p>\u8fd9\u4e00\u6b65\u7684\u76f4\u89c9\u662f\uff1a<br>\u4e0d\u662f\u5168\u89c6\u9891\u5efa\u4e00\u5f20\u5927\u56fe\uff0c\u800c\u662f<strong>\u5bf9\u6bcf\u4e2a\u9009\u9879\u5355\u72ec\u627e\u6700\u652f\u6301\u5b83\u7684\u56e0\u679c\u7ed3\u6784<\/strong>\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"\u6a21\u5757-3chain-search\">\u6a21\u5757 3\uff1aChain Search<\/h4>\n\n\n\n<p>\u5148\u4e0d\u8981\u505a\u5b8c\u6574\u56fe\u641c\u7d22\uff0c\u7b2c\u4e00\u7248\u5c31\u641c\u94fe\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u957f\u5ea6 2<\/li>\n\n\n\n<li>\u957f\u5ea6 3<\/li>\n<\/ul>\n\n\n\n<p>\u94fe\u5206\u6570 = \u8282\u70b9\u652f\u6301\u5206\u6570\u4e4b\u548c + \u8fb9\u5206\u6570\u4e4b\u548c\u3002<\/p>\n\n\n\n<p>\u8fd9\u6837\u4f60\u5c31\u80fd\u5f97\u5230\u6bcf\u4e2a\u9009\u9879\u7684\u4e00\u6761 best chain\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"\u6a21\u5757-4answerer\">\u6a21\u5757 4\uff1aAnswerer<\/h4>\n\n\n\n<p>\u8f93\u5165\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5168\u5c40\u89c6\u9891\u8868\u793a<\/li>\n\n\n\n<li>\u95ee\u9898\u8868\u793a<\/li>\n\n\n\n<li>\u9009\u9879\u8868\u793a<\/li>\n\n\n\n<li>\u8be5\u9009\u9879\u7684\u94fe\u6458\u8981\u8868\u793a<\/li>\n<\/ul>\n\n\n\n<p>\u8f93\u51fa\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8be5\u9009\u9879\u6700\u7ec8\u5206\u6570<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u91cc\u5de5\u7a0b\u4e0a\u6700\u7a33\u7684\u505a\u6cd5\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7b2c\u4e00\u7248\u76f4\u63a5\u590d\u7528\u4f60\u73b0\u6709 Flipped-VQA \u91cc\u7684 answer scoring \u903b\u8f91<\/li>\n\n\n\n<li>\u8bba\u6587\u91cc\u628a\u5b83\u53eb\u00a0<strong>base answerer<\/strong><\/li>\n\n\n\n<li>\u540e\u9762\u60f3\u72ec\u7acb\u51fa\u6765\uff0c\u518d\u6362\u6210\u81ea\u5df1\u7684 scorer<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"\u6bd5\u8bbe\u7248\u635f\u5931\">\u6bd5\u8bbe\u7248\u635f\u5931<\/h4>\n\n\n\n<p>\u5efa\u8bae\u76f4\u63a5\u7528\u8fd9\u4e2a\uff1a<\/p>\n\n\n\n<p><code>L_thesis = L_ans + 0.2 L_chain_rank + 0.1 L_chain_mask + 0.01 L_sparse<\/code><\/p>\n\n\n\n<p>\u89e3\u91ca\u4e00\u4e0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>L_ans<\/code>\uff1a\u6b63\u5e38\u7b54\u6848\u5206\u7c7b\u635f\u5931<\/li>\n\n\n\n<li><code>L_chain_rank<\/code>\uff1a\u6b63\u786e\u7b54\u6848\u7684 best chain \u8981\u6bd4\u9519\u8bef\u7b54\u6848\u66f4\u5f3a<\/li>\n\n\n\n<li><code>L_chain_mask<\/code>\uff1a\u628a\u9884\u6d4b\u94fe\u906e\u6389\uff0c\u6b63\u786e\u7b54\u6848\u5e94\u8be5\u6bd4\u906e\u968f\u673a\u94fe\u66f4\u53d7\u4f24<\/li>\n\n\n\n<li><code>L_sparse<\/code>\uff1a\u7ea6\u675f\u4e0d\u8981\u9009\u4e00\u5927\u5806\u201c\u4f2a\u5173\u952e\u4e8b\u4ef6\u201d<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4e4b\u540e\u8fdb\u4e00\u6b65\u7684\u5de5\u4f5c\u8ba1\u5212\uff0c\u6dfb\u52a0\u6a21\u5757\uff0c\u63d0\u5347\u53ef\u89e3\u91ca\u6027\u548c\u6548\u679c\uff0c\u6700\u7ec8\u76ee\u6807\u662f\u671f\u520a\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u6a21\u5757-5verifier\">\u6a21\u5757 5\uff1aVerifier<\/h3>\n\n\n\n<p>Verifier \u68c0\u67e5\u4e09\u4ef6\u4e8b\uff1a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"1\u8986\u76d6\u5ea6\">1\uff09\u8986\u76d6\u5ea6<\/h4>\n\n\n\n<p>\u94fe\u4e0a\u7684\u8282\u70b9\u662f\u4e0d\u662f Grounder \u8ba4\u4e3a\u7684\u9ad8\u76f8\u5173\u8282\u70b9\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"2\u81ea\u6d3d\u6027\">2\uff09\u81ea\u6d3d\u6027<\/h4>\n\n\n\n<p>\u94fe\u4e0a\u7684\u8fb9\u662f\u4e0d\u662f\u65b9\u5411\u4e00\u81f4\u3001\u5206\u6570\u4e00\u81f4\u4e3a\u6b63\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"3\u5fc5\u8981\u6027\">3\uff09\u5fc5\u8981\u6027<\/h4>\n\n\n\n<p>\u628a best chain \u4e0a\u7684\u4e8b\u4ef6 mask \u6389\uff0c\u518d\u770b\u6b63\u786e\u7b54\u6848\u5206\u6570\u4e0b\u964d\u591a\u5c11\u3002<br>\u540c\u65f6\u505a\u4e00\u4e2a\u968f\u673a mask \u5bf9\u7167\u3002<\/p>\n\n\n\n<p>\u5b9a\u4e49\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>drop_chain<\/code><\/li>\n\n\n\n<li><code>drop_rand<\/code><\/li>\n<\/ul>\n\n\n\n<p>\u4f60\u7684\u76ee\u6807\u662f\uff1a<\/p>\n\n\n\n<p><strong>drop_chain &gt; drop_rand<\/strong><\/p>\n\n\n\n<p>\u8fd9\u4e00\u6b65\u7684\u610f\u4e49\u975e\u5e38\u76f4\u63a5\uff1a<br>\u771f\u6b63\u5173\u952e\u7684\u56e0\u679c\u94fe\u88ab\u62ff\u6389\u540e\uff0c\u6b63\u786e\u7b54\u6848\u5e94\u8be5\u66f4\u53d7\u4f24\u3002NExT-GQA \u4e4b\u6240\u4ee5\u5bf9\u4f60\u91cd\u8981\uff0c\u5c31\u662f\u56e0\u4e3a\u5b83\u628a\u201c\u8bc1\u636e\u5bf9\u4e0d\u5bf9\u201d\u8fd9\u4ef6\u4e8b\u5355\u72ec\u62c9\u4e86\u51fa\u6765\uff1b\u4f5c\u8005\u4e5f\u660e\u786e\u6307\u51fa\uff0c\u5f88\u591a\u6a21\u578b\u867d\u7136 QA \u5206\u9ad8\uff0c\u4f46 grounding \u5f88\u5f31\u3002\u4f60\u7684 Verifier \u6b63\u597d\u662f\u5728\u8865\u8fd9\u4e2a\u7f3a\u53e3\u3002([arXiv][4])<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u6a21\u5757-6organizer\">\u6a21\u5757 6\uff1aOrganizer<\/h3>\n\n\n\n<p>\u8fd9\u4e00\u6b65\u624d\u771f\u6b63\u628a\u5b83\u5199\u6210\u201c\u591a\u667a\u80fd\u4f53\u534f\u540c\u201d\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"v1\u89c4\u5219\u7248-organizer\">V1\uff1a\u89c4\u5219\u7248 Organizer<\/h4>\n\n\n\n<p>\u5148\u4e0d\u5b66\uff0c\u76f4\u63a5\u6309\u9898\u578b\u8def\u7531\u3002<\/p>\n\n\n\n<p>\u5728&nbsp;<strong>NExT-QA<\/strong>&nbsp;\u4e0a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>descriptive \u2192 route 0\uff1aAnswerer only<\/li>\n\n\n\n<li>temporal \u2192 route 1\uff1aGrounder + Answerer<\/li>\n\n\n\n<li>causal \u2192 route 2\uff1aGrounder + Causal Linker + Verifier + Answerer<\/li>\n<\/ul>\n\n\n\n<p>\u5728&nbsp;<strong>Causal-VidQA<\/strong>&nbsp;\u4e0a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>description \u2192 route 0<\/li>\n\n\n\n<li>explanation \u2192 route 2<\/li>\n\n\n\n<li>prediction \/ counterfactual \u2192 route 2<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u6837\u505a\u5f88\u81ea\u7136\uff0c\u56e0\u4e3a NExT-QA \u548c Causal-VidQA \u672c\u8eab\u90fd\u5e26\u6709\u9898\u578b\u5212\u5206\u3002Causal-VidQA \u4e00\u5171 107,600 \u4e2a QA\uff0c\u5bf9 description \/ explanation \/ prediction \/ counterfactual \u505a\u4e86\u660e\u786e\u533a\u5206\uff0c\u8fd9\u6b63\u597d\u9002\u5408\u4f5c\u4e3a Organizer \u7684\u5916\u90e8\u9a8c\u8bc1\u96c6\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"v2\u5b66\u4e60\u7248-organizer\">V2\uff1a\u5b66\u4e60\u7248 Organizer<\/h4>\n\n\n\n<p>\u7b49\u89c4\u5219\u7248\u8dd1\u7a33\u540e\uff0c\u518d\u505a\u4e00\u4e2a\u5c0f\u5206\u7c7b\u5668\uff1a<\/p>\n\n\n\n<p>\u8f93\u5165\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>question text embedding<\/li>\n<\/ul>\n\n\n\n<p>\u8f93\u51fa\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>route 0 \/ 1 \/ 2<\/li>\n\n\n\n<li>\u53ef\u9009\u9884\u7b97\u00a0<code>budget \u2208 {2,4,6}<\/code><\/li>\n<\/ul>\n\n\n\n<p>\u635f\u5931\u52a0\u4e00\u9879\uff1a<\/p>\n\n\n\n<p><code>L_route<\/code><\/p>\n\n\n\n<p>\u518d\u52a0\u4e00\u4e2a\u8f7b\u91cf\u4ee3\u4ef7\u60e9\u7f5a\uff1a<\/p>\n\n\n\n<p><code>L_cost<\/code><\/p>\n\n\n\n<p>\u4e8e\u662f\u671f\u520a\u7248\u603b\u635f\u5931\u53ef\u4ee5\u5199\u6210\uff1a<\/p>\n\n\n\n<p><code>L_journal = L_ans + 0.2 L_rank + 0.1 L_int + 0.05 L_route + 0.01 L_cost + 0.01 L_sparse<\/code><\/p>\n\n\n\n<p>\u5176\u4e2d\u5982\u679c\u4f60\u5728 MECD \u4e0a\u505a\u4e86 causal edge \u9884\u8bad\u7ec3\uff0c\u90a3&nbsp;<code>L_edge<\/code>&nbsp;\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\u5355\u72ec\u52a0\uff0c\u4e0d\u4e00\u5b9a\u975e\u8981\u5728 NExT-QA \u8054\u8bad\u65f6\u4e00\u8d77\u52a0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e3b\u7ebf\u548c\u4efb\u52a1\u6574\u7406 \u9898\u76ee\uff1a\u57fa\u4e8e\u591a\u667a\u80fd\u4f53\u534f\u540c\u7684\u89c6\u9891\u56e0\u679c\u4e8b\u4ef6\u63a8\u7406 \u8fd9\u5468\uff0c\u7ee7\u7eed\u590d\u73b0Flipped-VQA\u9879\u76ee\uff08\u628a\u7ed3\u6784\u770b\u4e86 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-307","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/posts\/307","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/comments?post=307"}],"version-history":[{"count":1,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/posts\/307\/revisions"}],"predecessor-version":[{"id":308,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/posts\/307\/revisions\/308"}],"wp:attachment":[{"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/media?parent=307"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/categories?post=307"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/tags?post=307"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}