知識問答有多智能？一份符號邏輯評測集考考你

{"type":"doc","content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"strong"}],"text":"導語"},{"type":"text","text":" | 隨着知識問答在行業不同垂直領域的發展，知識問答的能力也在不斷的提高和升級，本着Nlper的初心和AI評測的態度，我們爲知識問答設計了一份考題（評測集），讓我們一起來看看在這份考題下，當前的知識問答能考多少分呢？文章作者：周磊，騰訊CSIG質量部評測研究員"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"heading","attrs":{"align":null,"level":2},"content":[{"type":"text","text":"一、背景"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"知識問答（KBQA）通常是指結合了自然語言理解，知識圖譜，自然語言生成等技術的問答系統。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"知識問答在行業中的應用是非常廣的，目前涉及到百科知識類的問答基本上都是靠KBQA賦能。比如智能音箱，需要支持一些人物等百科類的問答；景區實體機器人，需要支持景點的一些景觀問答和歷史問答；包括外賣，電商應用上的一些邏輯複雜的查詢，這些都是知識問答在具體應用上的落地。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"知識問答已經發展了很多年了，從最早期基於模版，基於社區，直到基於知識圖譜。知識圖譜賦予了知識問答很強的解釋性和問題的表示能力，但知識問答跟自然語言理解這個大主題一樣，其能力本身還是一個很低年級的水平。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"heading","attrs":{"align":null,"level":2},"content":[{"type":"text","text":"二、業界評測集"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"伴隨着KBQA的發展，業界評測集的難度也在慢慢轉變。從早期最簡單的單跳問答，到多跳到更復雜的問題慢慢發展。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"其中WebQuestions相對簡單，基本上都是一些簡單的問法。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}}]}