{"id":476447,"date":"2023-08-09T07:29:55","date_gmt":"2023-08-09T07:29:55","guid":{"rendered":""},"modified":"2023-09-05T11:12:45","modified_gmt":"2023-09-05T11:12:45","slug":"coreference-resolution","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/jp\/wiki\/coreference-resolution\/","title":{"rendered":"\u5171\u53c2\u7167\u89e3\u6c7a"},"content":{"rendered":"<p>\u5171\u53c2\u7167\u89e3\u6c7a\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u5185\u3067\u540c\u3058\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u53c2\u7167\u3059\u308b\u3059\u3079\u3066\u306e\u8868\u73fe\u3092\u8b58\u5225\u3057\u3066\u95a2\u9023\u4ed8\u3051\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u3001\u91cd\u8981\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 (NLP) \u30bf\u30b9\u30af\u3067\u3059\u3002\u7c21\u5358\u306b\u8a00\u3048\u3070\u3001\u30c6\u30ad\u30b9\u30c8\u5185\u306e\u7570\u306a\u308b\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u304c\u5b9f\u969b\u306b\u306f\u540c\u3058\u3082\u306e\u3092\u53c2\u7167\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u4eba\u9593\u3068\u6a5f\u68b0\u306e\u4e21\u65b9\u304c\u30c6\u30ad\u30b9\u30c8 \u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3059\u308b\u969b\u306b\u4e00\u8cab\u6027\u3068\u660e\u77ad\u6027\u3092\u7dad\u6301\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u305f\u3081\u3001\u6b63\u78ba\u306a\u8a00\u8a9e\u7406\u89e3\u306b\u306f\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n<h2>\u5171\u53c2\u7167\u89e3\u6c7a\u306e\u8d77\u6e90\u3068\u305d\u306e\u6700\u521d\u306e\u8a00\u53ca\u306e\u6b74\u53f2\u3002<\/h2>\n<p>\u5171\u53c2\u7167\u306e\u6982\u5ff5\u3068\u8a00\u8a9e\u51e6\u7406\u306b\u304a\u3051\u308b\u305d\u306e\u91cd\u8981\u6027\u306f\u3001\u6570\u5341\u5e74\u306b\u308f\u305f\u3063\u3066\u8a8d\u8b58\u3055\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u5171\u53c2\u7167\u89e3\u6c7a\u306e\u521d\u671f\u306e\u59cb\u307e\u308a\u306f\u3001\u7814\u7a76\u8005\u304c\u6a5f\u68b0\u7ffb\u8a33\u3084\u8cea\u554f\u5fdc\u7b54\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u4ee3\u540d\u8a5e\u89e3\u6c7a\u306e\u8ab2\u984c\u3092\u8abf\u67fb\u3057\u59cb\u3081\u305f 1960 \u5e74\u4ee3\u3068 1970 \u5e74\u4ee3\u306b\u307e\u3067\u9061\u308a\u307e\u3059\u3002<\/p>\n<p>\u300c\u5171\u53c2\u7167\u300d\u3068\u3044\u3046\u7528\u8a9e\u306f\u30011967 \u5e74\u306b JR Ross \u304c\u300c\u7d71\u8a9e\u8ad6\u306b\u304a\u3051\u308b\u5909\u6570\u306e\u5236\u7d04\u300d\u3068\u984c\u3057\u305f\u8ad6\u6587\u3067\u8a00\u8a9e\u5b66\u306e\u5206\u91ce\u3067\u521d\u3081\u3066\u6b63\u5f0f\u306b\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002\u5f7c\u306f\u5171\u53c2\u7167\u3092\u3001\u540c\u3058\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u53c2\u7167\u3059\u308b 2 \u3064\u4ee5\u4e0a\u306e\u8a00\u8a9e\u8868\u73fe\u9593\u306e\u95a2\u4fc2\u3068\u3057\u3066\u5b9a\u7fa9\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2>\u5171\u53c2\u7167\u89e3\u6c7a\u306b\u95a2\u3059\u308b\u8a73\u7d30\u60c5\u5831: \u30c8\u30d4\u30c3\u30af\u306e\u62e1\u5f35<\/h2>\n<p>\u5171\u53c2\u7167\u89e3\u6c7a\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u8a00\u8a9e\u7684\u304a\u3088\u3073\u8a08\u7b97\u7684\u8ab2\u984c\u3092\u4f34\u3046\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3067\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u3092\u8aad\u3080\u3068\u304d\u3001\u4eba\u9593\u306f\u4ee3\u540d\u8a5e\u3001\u540d\u524d\u3001\u307e\u305f\u306f\u540d\u8a5e\u53e5\u9593\u306e\u3064\u306a\u304c\u308a\u3092\u82e6\u52b4\u305b\u305a\u306b\u78ba\u7acb\u3057\u3001\u305d\u308c\u3089\u304c\u3069\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u8868\u3059\u304b\u3092\u7406\u89e3\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u6a5f\u68b0\u306b\u3068\u3063\u3066\u3001\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u76f4\u611f\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5171\u53c2\u7167\u89e3\u6c7a\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3055\u307e\u3056\u307e\u306a NLP \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u60c5\u5831\u62bd\u51fa<\/strong>\u60c5\u5831\u62bd\u51fa\u30bf\u30b9\u30af\u3067\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u5185\u306e\u3069\u306e\u8a00\u53ca\u304c\u7279\u5b9a\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u307e\u305f\u306f\u30a4\u30d9\u30f3\u30c8\u306b\u95a2\u9023\u3057\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8cea\u554f\u3078\u306e\u56de\u7b54<\/strong>: \u5171\u53c2\u7167\u89e3\u6c7a\u306f\u3001\u4ee3\u540d\u8a5e\u3084\u305d\u306e\u4ed6\u306e\u53c2\u7167\u3092\u5bfe\u5fdc\u3059\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u30ea\u30f3\u30af\u3059\u308b\u3053\u3068\u3067\u3001\u4e00\u8cab\u3057\u305f\u56de\u7b54\u3092\u63d0\u4f9b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c6\u30ad\u30b9\u30c8\u8981\u7d04<\/strong>: \u7c21\u6f54\u3067\u4e00\u8cab\u6027\u306e\u3042\u308b\u8981\u7d04\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u5171\u53c2\u7167\u89e3\u6c7a\u306f\u540c\u3058\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3078\u306e\u53c2\u7167\u3092\u7d71\u5408\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6a5f\u68b0\u7ffb\u8a33<\/strong>: \u7279\u306b\u4ee3\u540d\u8a5e\u3084\u540d\u524d\u4ed8\u304d\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304c\u8a00\u8a9e\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u5834\u5408\u3001\u6b63\u78ba\u306a\u7ffb\u8a33\u306b\u306f\u5171\u53c2\u7167\u306e\u89e3\u6c7a\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c6\u30ad\u30b9\u30c8\u751f\u6210<\/strong>: \u8a00\u8a9e\u751f\u6210\u30bf\u30b9\u30af\u3067\u306f\u3001\u5171\u53c2\u7167\u3092\u89e3\u6c7a\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u4e00\u8cab\u6027\u304c\u3042\u308a\u81ea\u7136\u306a\u51fa\u529b\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u5171\u53c2\u7167\u89e3\u6c7a\u306e\u5185\u90e8\u69cb\u9020: \u4ed5\u7d44\u307f<\/h2>\n<p>\u5171\u53c2\u7167\u89e3\u6c7a\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u901a\u5e38\u3001\u6b21\u306e 2 \u6bb5\u968e\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u5f93\u3044\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u8a00\u53ca\u691c\u51fa<\/strong>: \u3053\u306e\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u30c6\u30ad\u30b9\u30c8\u5185\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u6f5c\u5728\u7684\u306a\u8a00\u53ca\u3092\u3059\u3079\u3066\u8b58\u5225\u3057\u307e\u3059\u3002\u8a00\u53ca\u306f\u3001\u5358\u8a9e 1 \u3064 (\u4f8b: \u300c\u5f7c\u5973\u300d)\u3001\u540d\u8a5e\u53e5 (\u4f8b: \u300c\u7c73\u56fd\u5927\u7d71\u9818\u300d)\u3001\u307e\u305f\u306f\u56fa\u6709\u540d\u8a5e (\u4f8b: \u300c\u30b8\u30e7\u30f3 \u30b9\u30df\u30b9\u300d) \u306e\u3044\u305a\u308c\u304b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5171\u53c2\u7167\u89e3\u6c7a<\/strong>: \u6b21\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u30c6\u30ad\u30b9\u30c8\u5185\u306e\u3069\u306e\u8a00\u53ca\u304c\u540c\u3058\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u53c2\u7167\u3057\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3057\u3001\u305d\u308c\u3089\u3092\u63a5\u7d9a\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u3001\u4ee3\u540d\u8a5e\u3001\u540d\u8a5e\u53e5\u3001\u304a\u3088\u3073\u540d\u524d\u4ed8\u304d\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u9069\u5207\u306a\u5148\u884c\u8a5e (\u53c2\u7167\u5148\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3) \u306b\u30ea\u30f3\u30af\u3059\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3055\u3089\u306b 3 \u3064\u306e\u4e3b\u8981\u306a\u30b5\u30d6\u30bf\u30b9\u30af\u306b\u5206\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>a. <strong>\u7167\u5fdc\u89e3\u6c7a<\/strong>: \u30c6\u30ad\u30b9\u30c8\u5185\u306e\u5148\u884c\u8a5e\u3092\u53c2\u7167\u3059\u308b\u4ee3\u540d\u8a5e (\u4f8b: he\u3001she\u3001it) \u306e\u89e3\u6c7a\u3092\u6271\u3044\u307e\u3059\u3002<\/p>\n<p>b. <strong>\u30ab\u30bf\u30d5\u30a9\u30e9\u89e3\u50cf\u5ea6<\/strong>: \u3053\u306e\u30a2\u30b9\u30da\u30af\u30c8\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u306e\u5f8c\u534a\u306b\u73fe\u308c\u308b\u5148\u884c\u8a5e\u3092\u6307\u3059\u4ee3\u540d\u8a5e\u3092\u6271\u3044\u307e\u3059\u3002<\/p>\n<p>\u7d00\u5143\u524d <strong>\u30d6\u30ea\u30c3\u30b8\u30f3\u30b0\u53c2\u7167\u89e3\u6c7a<\/strong>: \u30d6\u30ea\u30c3\u30b8\u53c2\u7167\u306f\u3001\u9593\u63a5\u7684\u306b\u307e\u305f\u306f\u73fe\u5728\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u5916\u3067\u8a00\u53ca\u3055\u308c\u3066\u3044\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u5f0f\u3092\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/p>\n<h2>\u5171\u53c2\u7167\u89e3\u6c7a\u306e\u4e3b\u306a\u7279\u5fb4\u306e\u5206\u6790<\/h2>\n<p>\u6210\u529f\u3057\u305f\u5171\u53c2\u7167\u89e3\u6c7a\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u305d\u306e\u6b63\u78ba\u6027\u3068\u6709\u52b9\u6027\u306b\u8ca2\u732e\u3059\u308b\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u5171\u901a\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u7406\u89e3<\/strong>: \u5171\u53c2\u7167\u306e\u89e3\u6c7a\u306b\u306f\u3001\u6b63\u3057\u3044\u5148\u884c\u8a5e\u3092\u8b58\u5225\u3059\u308b\u305f\u3081\u306b\u3001\u8868\u73fe\u304c\u51fa\u73fe\u3059\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u6df1\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30a2\u30ca\u30d5\u30a9\u30ea\u30c3\u30af\u89e3\u6c7a\u3068\u30ab\u30bf\u30d5\u30a9\u30ea\u30c3\u30af\u89e3\u6c7a<\/strong>: \u30a2\u30ca\u30d5\u30a9\u30ea\u30c3\u30af\u53c2\u7167\u3068\u30ab\u30bf\u30d5\u30a9\u30ea\u30c3\u30af\u53c2\u7167\u306e\u4e21\u65b9\u3092\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u5305\u62ec\u7684\u306a\u5171\u53c2\u7167\u89e3\u6c7a\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u610f\u5473\u7684\u77e5\u8b58<\/strong>: \u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u305d\u306e\u95a2\u4fc2\u6027\u306b\u95a2\u3059\u308b\u610f\u5473\u7684\u77e5\u8b58\u3092\u7d71\u5408\u3059\u308b\u3068\u3001\u8a00\u53ca\u306e\u66d6\u6627\u3055\u3092\u52b9\u679c\u7684\u306b\u89e3\u6d88\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6a5f\u68b0\u5b66\u7fd2<\/strong>: \u591a\u304f\u306e\u6700\u65b0\u306e\u5171\u53c2\u7167\u89e3\u6c7a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306a\u3069\u306e\u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u3092\u5229\u7528\u3057\u3066\u3001\u30c6\u30ad\u30b9\u30c8 \u30c7\u30fc\u30bf\u5185\u306e\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3068\u7279\u5fb4\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>: \u30c6\u30ad\u30b9\u30c8 \u30c7\u30fc\u30bf\u306e\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u306b\u3064\u308c\u3066\u3001\u52b9\u7387\u7684\u306a\u5171\u53c2\u7167\u89e3\u6c7a\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u62e1\u5f35\u53ef\u80fd\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u5171\u53c2\u7167\u89e3\u6c7a\u306e\u7a2e\u985e<\/h2>\n<p>\u5171\u53c2\u7167\u89e3\u6c7a\u306f\u3001\u53c2\u7167\u306e\u6027\u8cea\u3068\u4f7f\u7528\u3055\u308c\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u57fa\u3065\u3044\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u4e00\u822c\u7684\u306a\u30bf\u30a4\u30d7\u3092\u3044\u304f\u3064\u304b\u793a\u3057\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30bf\u30a4\u30d7<\/th>\n<th>\u8aac\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u4ee3\u540d\u8a5e\u306e\u7167\u5fdc<\/strong><\/td>\n<td>\u4ee3\u540d\u8a5e\u3068\u305d\u306e\u5148\u884c\u8a5e\uff08\u4f8b\uff1a\u300c\u5f7c\u300d\u3001\u300c\u5f7c\u5973\u300d\uff09\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>\u540d\u8a5e\u7167\u5fdc<\/strong><\/td>\n<td>\u540c\u3058\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u53c2\u7167\u3059\u308b\u540d\u8a5e\u53e5\u3092\u51e6\u7406\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30d6\u30ea\u30c3\u30b8\u30f3\u30b0\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9<\/strong><\/td>\n<td>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u9593\u63a5\u7684\u306b\u63a5\u7d9a\u3059\u308b\u5f0f\u3092\u51e6\u7406\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30bc\u30ed\u7167\u5fdc<\/strong><\/td>\n<td>\u7a7a\u306e\u4ee3\u540d\u8a5e\u307e\u305f\u306f\u6697\u9ed9\u306e\u53c2\u7167\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30c7\u30a3\u30b9\u30b3\u30fc\u30b9\u30fb\u30c0\u30a4\u30af\u30b7\u30b9<\/strong><\/td>\n<td>\u8ac7\u8a71\u307e\u305f\u306f\u30c6\u30ad\u30b9\u30c8\u306e\u4e00\u90e8\u3078\u306e\u53c2\u7167\u3092\u8b58\u5225\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u5171\u53c2\u7167\u89e3\u6c7a\u6cd5\u306e\u4f7f\u7528\u65b9\u6cd5\u3001\u554f\u984c\u3068\u305d\u306e\u89e3\u6c7a\u7b56<\/h2>\n<p>\u5171\u53c2\u7167\u89e3\u6c7a\u306e\u7528\u9014\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u3001\u524d\u8ff0\u306e\u3088\u3046\u306b\u3055\u307e\u3056\u307e\u306a NLP \u30bf\u30b9\u30af\u306b\u6b20\u304b\u305b\u306a\u3044\u8981\u7d20\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5171\u53c2\u7167\u89e3\u6c7a\u306b\u306f\u6b21\u306e\u3088\u3046\u306a\u3044\u304f\u3064\u304b\u306e\u8ab2\u984c\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u66d6\u6627\u3055<\/strong>: \u30c6\u30ad\u30b9\u30c8\u5185\u306e\u8907\u6570\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304c\u985e\u4f3c\u306e\u7279\u6027\u3092\u5171\u6709\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u5171\u53c2\u7167\u3092\u6b63\u78ba\u306b\u89e3\u6c7a\u3059\u308b\u3053\u3068\u304c\u56f0\u96e3\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u9060\u8ddd\u96e2\u53c2\u7167<\/strong>: \u9060\u304f\u96e2\u308c\u305f\u8a00\u53ca\u9593\u306e\u3064\u306a\u304c\u308a\u3092\u78ba\u7acb\u3059\u308b\u306b\u306f\u3001\u9ad8\u5ea6\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u7406\u89e3\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u540d\u524d\u4ed8\u304d\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u5171\u53c2\u7167<\/strong>: \u56fa\u6709\u540d\u8a5e\u3092\u542b\u3080\u5171\u53c2\u7167\u3092\u89e3\u6c7a\u3059\u308b\u3053\u3068\u306f\u3001\u7279\u306b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304c\u8907\u6570\u56de\u8a00\u53ca\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u8907\u96d1\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c9\u30e1\u30a4\u30f3\u9069\u5fdc<\/strong>: \u5171\u53c2\u7167\u89e3\u6c7a\u30e2\u30c7\u30eb\u306f\u30c9\u30e1\u30a4\u30f3\u56fa\u6709\u306e\u8a00\u8a9e\u3067\u554f\u984c\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u9069\u5fdc\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8a08\u7b97\u30b3\u30b9\u30c8<\/strong>: \u9ad8\u5ea6\u306a\u5171\u53c2\u7167\u89e3\u6c7a\u30b7\u30b9\u30c6\u30e0\u306f\u8a08\u7b97\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u306a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u3053\u308c\u3089\u306e\u8ab2\u984c\u306e\u89e3\u6c7a\u7b56\u3068\u3057\u3066\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u3055\u307e\u3056\u307e\u306a NLP \u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u5927\u898f\u6a21\u306a\u6ce8\u91c8\u4ed8\u304d\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6d3b\u7528\u3057\u3066\u7cbe\u5ea6\u3068\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<h2>\u4e3b\u306a\u7279\u5fb4\u3068\u985e\u4f3c\u7528\u8a9e\u3068\u306e\u6bd4\u8f03<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u5b66\u671f<\/th>\n<th>\u8aac\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u5171\u53c2\u7167<\/strong><\/td>\n<td>\u540c\u3058\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u53c2\u7167\u3059\u308b\u8868\u73fe\u9593\u306e\u8a00\u8a9e\u95a2\u4fc2\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>\u7167\u5fdc<\/strong><\/td>\n<td>\u8868\u73fe\u304c\u4ee5\u524d\u306e\u8a00\u53ca\u3092\u53c2\u7167\u3059\u308b\u7279\u5b9a\u306e\u30bf\u30a4\u30d7\u306e\u5171\u53c2\u7167\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30ab\u30bf\u30d5\u30a9\u30e9<\/strong><\/td>\n<td>\u5f8c\u7d9a\u306e\u8a00\u53ca\u3092\u6307\u3059\u4ee3\u540d\u8a5e\u3092\u542b\u3080\u5171\u53c2\u7167\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30a2\u30ca\u30d5\u30a9\u30ea\u30c3\u30af\u30ea\u30f3\u30af<\/strong><\/td>\n<td>\u7167\u5fdc\u8868\u73fe\u3068\u305d\u306e\u5148\u884c\u8a5e\u306e\u95a2\u4fc2\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30ab\u30bf\u30d5\u30a9\u30ea\u30c3\u30af\u30ea\u30f3\u30af<\/strong><\/td>\n<td>\u96a0\u55a9\u8868\u73fe\u3068\u305d\u306e\u5148\u884c\u8a5e\u306e\u95a2\u4fc2\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u5171\u53c2\u7167\u89e3\u6c7a\u306b\u95a2\u3059\u308b\u5c06\u6765\u306e\u5c55\u671b\u3068\u6280\u8853<\/h2>\n<p>\u5171\u53c2\u7167\u89e3\u6c7a\u306e\u5c06\u6765\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u306e\u9032\u6b69\u3001\u3088\u308a\u5e83\u7bc4\u306a\u6ce8\u91c8\u4ed8\u304d\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5229\u7528\u53ef\u80fd\u6027\u3001\u304a\u3088\u3073\u4e16\u754c\u77e5\u8b58\u306e NLP \u30e2\u30c7\u30eb\u3078\u306e\u7d71\u5408\u306b\u304b\u304b\u3063\u3066\u3044\u307e\u3059\u3002\u3088\u308a\u6d17\u7df4\u3055\u308c\u305f\u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306e\u958b\u767a\u306b\u3088\u308a\u3001\u5171\u53c2\u7167\u89e3\u6c7a\u30b7\u30b9\u30c6\u30e0\u306f\u3088\u308a\u9ad8\u3044\u7cbe\u5ea6\u3092\u9054\u6210\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30c9\u30e1\u30a4\u30f3\u3078\u306e\u9069\u5fdc\u6027\u304c\u9ad8\u307e\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2>\u30d7\u30ed\u30ad\u30b7\u30b5\u30fc\u30d0\u30fc\u306e\u4f7f\u7528\u65b9\u6cd5\u3084Coreference\u89e3\u6c7a\u3068\u306e\u95a2\u9023\u4ed8\u3051\u65b9\u6cd5<\/h2>\n<p>OneProxy \u304c\u63d0\u4f9b\u3059\u308b\u3088\u3046\u306a\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u3001\u5171\u53c2\u7167\u89e3\u6c7a\u30b7\u30b9\u30c6\u30e0\u306e\u6a5f\u80fd\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8 (\u30e6\u30fc\u30b6\u30fc\u307e\u305f\u306f\u30de\u30b7\u30f3) \u3068 Web \u30b5\u30fc\u30d0\u30fc\u306e\u9593\u306e\u4ef2\u4ecb\u5f79\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\u5171\u53c2\u7167\u89e3\u6c7a\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3067\u306f\u3001\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u6b21\u306e\u76ee\u7684\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u53ce\u96c6<\/strong>: \u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u3001Web \u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3068\u30af\u30ed\u30fc\u30eb\u3092\u6709\u52b9\u306b\u3059\u308b\u3053\u3068\u3067\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u5bb9\u6613\u306b\u3057\u3001\u5171\u53c2\u7167\u89e3\u6c7a\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u7528\u306e\u30c6\u30ad\u30b9\u30c8 \u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u533f\u540d\u6027\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc<\/strong>: Web \u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u4f34\u3046\u5171\u53c2\u7167\u89e3\u6c7a\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u60c5\u5831\u62bd\u51fa\u4e2d\u306b\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u3092\u6d3b\u7528\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u306e\u533f\u540d\u6027\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u4fdd\u8b77\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u9045\u5ef6\u306e\u524a\u6e1b<\/strong>: \u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u3001\u30c7\u30fc\u30bf\u3092\u30ad\u30e3\u30c3\u30b7\u30e5\u3057\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u63a5\u7d9a\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u53d6\u5f97\u6642\u306e\u5f85\u3061\u6642\u9593\u3092\u524a\u6e1b\u3057\u3001\u5171\u53c2\u7167\u89e3\u6c7a\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0<\/strong>: \u5927\u898f\u6a21\u306a\u5171\u53c2\u7167\u89e3\u6c7a\u30bf\u30b9\u30af\u306e\u5834\u5408\u3001\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u51e6\u7406\u8ca0\u8377\u3092\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u5206\u6563\u3057\u3001\u30b9\u30e0\u30fc\u30ba\u3067\u9ad8\u901f\u306a\u5b9f\u884c\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u95a2\u9023\u30ea\u30f3\u30af<\/h2>\n<p>\u5171\u53c2\u7167\u89e3\u6c7a\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u6b21\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<ol>\n<li><a href=\"https:\/\/stanfordnlp.github.io\/CoreNLP\/coref.html\" target=\"_new\" rel=\"noopener nofollow\">\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9 NLP \u5171\u53c2\u7167\u89e3\u6c7a<\/a><\/li>\n<li><a href=\"https:\/\/demo.allennlp.org\/coreference-resolution\" target=\"_new\" rel=\"noopener nofollow\">AllenNLP \u5171\u53c2\u7167\u89e3\u6c7a<\/a><\/li>\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/disco-an-open-source-tool-for-coreference-resolution-in-english\/\" target=\"_new\" rel=\"noopener nofollow\">Microsoft \u5171\u53c2\u7167\u89e3\u6c7a<\/a><\/li>\n<li><a href=\"https:\/\/www.aclweb.org\/anthology\/areas\/coreference-resolution\/\" target=\"_new\" rel=\"noopener nofollow\">ACL \u30a2\u30f3\u30bd\u30ed\u30b8\u30fc \u2013 \u5171\u53c2\u7167\u89e3\u6c7a<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/introduction-to-coreference-resolution-in-nlp-5cb17b296866\" target=\"_new\" rel=\"noopener nofollow\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u5411\u3051\u3066 \u2013 \u5171\u53c2\u7167\u89e3\u6c7a\u5165\u9580<\/a><\/li>\n<\/ol>\n<p>\u7d50\u8ad6\u3068\u3057\u3066\u3001\u5171\u53c2\u7167\u89e3\u6c7a\u306f\u3001\u8a00\u8a9e\u8868\u73fe\u3092\u305d\u308c\u304c\u53c2\u7167\u3059\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u7d50\u3073\u4ed8\u3051\u3001\u8a00\u8a9e\u306e\u7406\u89e3\u3068\u63a5\u7d9a\u6027\u3092\u9ad8\u3081\u308b\u57fa\u672c\u7684\u306a NLP \u30bf\u30b9\u30af\u3067\u3059\u3002NLP \u30c6\u30af\u30ce\u30ed\u30b8\u304c\u9032\u6b69\u3057\u7d9a\u3051\u308b\u306b\u3064\u308c\u3066\u3001\u5171\u53c2\u7167\u89e3\u6c7a\u306f\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u307e\u3059\u307e\u3059\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3001\u6700\u7d42\u7684\u306b\u306f\u4eba\u9593\u3068\u6a5f\u68b0\u306e\u76f8\u4e92\u4f5c\u7528\u3068\u8a00\u8a9e\u51e6\u7406\u6a5f\u80fd\u306e\u5411\u4e0a\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>","protected":false},"featured_media":468025,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476447","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Coreference Resolution: Enhancing Language Understanding and Connectivity<\/mark>","faq_items":[{"question":"What is Coreference resolution?","answer":"<p>Coreference resolution is a natural language processing (NLP) task that involves identifying and connecting different expressions in a text that refer to the same entity. It ensures coherent and accurate language understanding, both for humans and machines.<\/p>"},{"question":"How did Coreference resolution originate?","answer":"<p>The concept of coreference and its significance in language processing has been recognized since the 1960s and 1970s. J.R. Ross introduced the term \"coreference\" in linguistics in 1967, defining it as a relationship between linguistic expressions referring to the same entity.<\/p>"},{"question":"What does Coreference resolution entail?","answer":"<p>Coreference resolution involves two main steps: mention detection and coreference resolution. Mention detection identifies all potential mentions of entities in the text, while coreference resolution connects those mentions to their corresponding entities. This process includes anaphora resolution, cataphora resolution, and bridging reference resolution.<\/p>"},{"question":"Why is Coreference resolution important?","answer":"<p>Coreference resolution is crucial for various NLP applications, such as information extraction, question answering, text summarization, machine translation, and text generation. It improves the accuracy and coherence of language processing tasks.<\/p>"},{"question":"What types of Coreference resolution exist?","answer":"<p>Coreference resolution can be categorized into several types based on the nature of references and approaches used, including pronominal anaphora, nominal anaphora, bridging reference, zero anaphora, and discourse deixis.<\/p>"},{"question":"What are the challenges of Coreference resolution?","answer":"<p>Coreference resolution faces challenges like ambiguity, handling long-distance references, resolving named entity coreference, domain adaptation, and computational cost. Solutions involve combining NLP techniques, leveraging machine learning, and using large annotated datasets.<\/p>"},{"question":"How can Coreference resolution benefit from future technologies?","answer":"<p>The future of Coreference resolution lies in advancements in deep learning techniques, the availability of extensive annotated datasets, and integration of world knowledge into NLP models. These developments are expected to enhance accuracy and adaptability.<\/p>"},{"question":"How are proxy servers associated with Coreference resolution?","answer":"<p>Proxy servers, such as those provided by OneProxy, support Coreference resolution by facilitating data collection through web scraping and crawling, ensuring anonymity and privacy, reducing latency, and enabling load balancing in large-scale processing tasks.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki\/476447","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki\/476447\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/media\/468025"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/media?parent=476447"}],"curies":[{"name":"\u3046\u30fc\u3093","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}