{"id":2006,"date":"2024-04-23T20:14:37","date_gmt":"2024-04-23T12:14:37","guid":{"rendered":"https:\/\/www.tchepai.com\/?p=2006"},"modified":"2025-01-05T09:49:23","modified_gmt":"2025-01-05T01:49:23","slug":"tom","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/tom\/","title":{"rendered":"ToM\u8c08\u5224\u6846\u67b6\u63d0\u793a\u8bcd"},"content":{"rendered":"

\u539f\u6587\uff1ahttps:\/\/arxiv.org\/pdf\/2402.13550.pdf<\/p>\n

 <\/p>\n

\u592a\u9633\u5e95\u4e0b\u6ca1\u6709\u65b0\u9c9c\u4e8b\uff0c\u6b64\u65b9\u6cd5\u6838\u5fc3\u601d\u8def\u5c31\u662f\u6fc0\u53d1\u5927\u6a21\u578b\u601d\u8003\uff0c\u6839\u636e\u4e0a\u4e0b\u6587\u5224\u65ad\u610f\u56fe\uff0c\u5e76\u52a0\u5165\u8bc4\u5206\u8ba9\u5927\u6a21\u578b\u81ea\u6821\u5bf9\u51c6\u5ea6\uff0c\u4ee5\u6b64\u505a\u51fa\u6700\u7ec8\u51b3\u7b56\u3002<\/p>\n

\u63a8\u8350\u9605\u8bfb\uff1a\u4ecb\u7ecd\u610f\u56fe — Introducing Intents (getzep.com)<\/a><\/p><\/blockquote>\n

 <\/p>\n

ToM\u7406\u8bba<\/h2>\n

 <\/p>\n

\"ToM\u8c08\u5224\u6846\u67b6\u63d0\u793a\u8bcd-1\"<\/p>\n

 <\/p>\n

\u8be5\u65b9\u6cd5\u8bba\u5206\u4e3a\u4e24\u4e2a\u4e3b\u8981\u90e8\u5206\uff1a<\/strong><\/p>\n

A (\u9876\u90e8)\u63cf\u8ff0\u4e86\u4ece\u8c08\u5224\u6570\u636e\u96c6\u521b\u5efa\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u7684\u63d0\u793a(Prompts)\u5e76\u4f7f\u7528\u8fd9\u4e9b\u63d0\u793a\u8bc4\u4f30\u5404\u79cdLLM\u7684\u6d41\u7a0b\u3002\u521b\u5efa\u63d0\u793a\u65f6\u4f1a\u5305\u62ec\u4efb\u52a1\u63cf\u8ff0\u3001\u9879\u76ee\u6570\u91cf\u3001\u4ef7\u503c\u3001\u5bf9\u8bdd\u8bb0\u5f55\u548c\u95ee\u9898\u3002<\/p>\n

B (\u5e95\u90e8)\u5219\u63cf\u7ed8\u4e86\u6839\u636e\u5ba2\u89c2\u6027\u3001\u8c08\u5224\u8fdb\u5ea6\u9636\u6bb5(\u5f00\u59cb\u3001\u8fdb\u884c\u4e2d\u3001\u7ed3\u675f)\u548c\u4efb\u52a1\u7c7b\u578b(\u7406\u89e3\u3001\u4f19\u4f34\u5efa\u6a21\u3001\u6ce8\u91ca\u3001\u751f\u6210)\u5bf9\u4efb\u52a1\u8fdb\u884c\u5206\u7c7b\u3002\u4e0d\u540c\u9636\u6bb5\u53ef\u7528\u7684\u4fe1\u606f\u6709\u6240\u4e0d\u540c,\u6bd4\u5982\u5f00\u59cb\u9636\u6bb5\u53ea\u6709\u8c08\u5224\u80cc\u666f\uff0c\u800c\u7ed3\u675f\u9636\u6bb5\u5219\u53ef\u83b7\u5f97\u5b8c\u6574\u5bf9\u8bdd\u3002\u4efb\u52a1\u7c7b\u578b\u5305\u62ec\u7406\u89e3\u3001\u4f19\u4f34\u5efa\u6a21(\u5982\u63a8\u65ad\u4f19\u4f34\u4f18\u5148\u7ea7)\u3001\u6ce8\u91ca(\u5982\u5bf9\u8bdd\u884c\u4e3a\u6807\u6ce8)\u548c\u751f\u6210\u56de\u5e94\u7b49\u3002<\/p>\n

\u4e3a\u6b64\uff0c\u7814\u7a76\u4eba\u5458\u8bbe\u8ba1\u4e86\u591a\u4e2a\u6d4b\u8bd5LLM\u5728\u4e0d\u540cToM\u80fd\u529b\u65b9\u9762\u8868\u73b0\u7684\u4efb\u52a1\uff0c\u8d2f\u7a7f\u4e86\u6574\u4e2a\u8c08\u5224\u8fc7\u7a0b\uff08\u4ee5\u5347\u804c\u52a0\u85aa\u4e3a\u4f8b\uff09\uff0c\u5305\u62ec:<\/p>\n

1. \u7406\u89e3\u8c08\u5224\u521d\u671f\u73af\u5883( Comprehension)<\/p>\n

\u8fd9\u4e00\u80fd\u529b\u8981\u6c42LLM\u4ece\u63d0\u4f9b\u7684\u80cc\u666f\u4fe1\u606f\u4e2d\u51c6\u786e\u83b7\u53d6\u8c08\u5224\u4e2d\u81ea\u5df1\u548c\u5bf9\u624b\u7684\u521d\u59cb\u72b6\u6001\uff0c\u5982\u53ef\u7528\u8d44\u6e90\u3001\u4f18\u5148\u7ea7\u7b49\u3002\u5728\u52a0\u85aa\u8c08\u5224\u4e2d\uff0c\u5c31\u662f\u8981\u7406\u89e3\u6c42\u804c\u8005\u7684\u671f\u671b\u85aa\u8d44\u6c34\u5e73\u53ca\u5176\u4ed6\u8bc9\u6c42\u3002<\/p>\n

2. \u89e3\u6790\u5bf9\u8bdd\u884c\u4e3a(Dialogue Act Annotation)<\/p>\n

\u8c08\u5224\u53cc\u65b9\u4f1a\u5728\u5bf9\u8bdd\u4e2d\u4f7f\u7528\u5404\u79cd\u7b56\u7565\uff0c\u5982\u63d0\u51fa\u65b0\u65b9\u6848\u3001\u8868\u8fbe\u53cd\u5bf9\u610f\u89c1\u7b49\u3002LLM\u9700\u8981\u80fd\u591f\u8bc6\u522b\u51fa\u8fd9\u4e9b\u5bf9\u8bdd\u884c\u4e3a\uff0c\u4ee5\u786e\u5b9a\u4e0b\u4e00\u6b65\u5e94\u5bf9\u65b9\u5f0f\u3002<\/p>\n

3. \u63a8\u6d4b\u5bf9\u624b\u610f\u56fe(Partner Modeling)<\/p>\n

ToM\u7684\u6838\u5fc3\u662f\u63a8\u6d4b\u5bf9\u624b\u7684\u5185\u5728\u72b6\u6001\u548c\u9700\u6c42\u3002\u5728\u52a0\u85aa\u8c08\u5224\u4e2d\uff0c\u8fd9\u53ef\u80fd\u5305\u62ec\u6839\u636e\u5bf9\u8bdd\u5185\u5bb9\u63a8\u6d4b\u51fa\u62db\u8058\u65b9\u7684\u85aa\u916c\u9884\u7b97\u3002<\/p>\n

4. \u751f\u6210\u7b56\u7565\u6027\u54cd\u5e94(Strategic Response Generation)<\/p>\n

\u6700\u7ec8\uff0cLLM\u9700\u8981\u7efc\u5408\u524d\u9762\u7684\u7406\u89e3\u548c\u63a8\u7406\uff0c\u751f\u6210\u7b56\u7565\u6027\u7684\u54cd\u5e94\uff0c\u4e3a\u6c42\u804c\u8005\u5bfb\u6c42\u6700\u5927\u5229\u76ca\uff0c\u540c\u65f6\u4e5f\u7ef4\u62a4\u4e0e\u96c7\u4e3b\u7684\u826f\u597d\u5173\u7cfb\u3002<\/p>\n

\u901a\u8fc7\u5bf9\u6bd4\u591a\u4e2aLLM\u5728\u4ee5\u4e0a\u5404\u4e2a\u65b9\u9762\u7684\u8868\u73b0\uff0c\u8be5\u7814\u7a76\u6846\u67b6\u5168\u9762\u8bc4\u4f30\u4e86\u5b83\u4eec\u5728\u771f\u5b9e\u8c08\u5224\u573a\u666f\u4e2d\u7684\u80fd\u529b\u53ca\u4e0d\u8db3\uff0c\u4e3a\u5f00\u53d1\u5b9e\u7528\u7684\u4eba\u5de5\u667a\u80fd\u8c08\u5224\u52a9\u7406\u7cfb\u7edf\u63d0\u4f9b\u4e86\u7406\u8bba\u57fa\u7840\u548c\u6280\u672f\u8def\u7ebf\u56fe\u3002<\/p>\n

 <\/p>\n

 <\/p>\n

ToM\u793a\u4f8b<\/h2>\n

 <\/p>\n

1. \u7406\u89e3\u8c08\u5224\u521d\u671f\u73af\u5883 (Comprehension Task):<\/h3>\n

\u4efb\u52a1\u63cf\u8ff0\uff1a\u4f60\u6b63\u5728\u4e0e\u4e00\u4e2a\u4f19\u4f34\u534f\u5546\u4e00\u4e9b\u4e66\u7c4d\u3001\u5e3d\u5b50\u548c\u7403\u7684\u6570\u91cf\uff0c\u4ee5\u51b3\u5b9a\u8c01\u5f97\u5230\u54ea\u4e9b\u7269\u54c1\u3002\u4e0d\u540c\u7c7b\u578b\u7684\u7269\u54c1\u5bf9\u4f60\u4eec\u6bcf\u4e2a\u4eba\u6765\u8bf4\u4ef7\u503c\u4e0d\u540c\u7684\u70b9\u6570\u3002\u4f60\u5c06\u83b7\u5f97\u6709\u5173\u8c08\u5224\u7684\u4fe1\u606f\u3002\u7136\u540e\uff0c\u4f60\u9700\u8981\u56de\u7b54\u4e00\u4e2a\u95ee\u9898\u3002<\/p>\n

\u95ee\u9898\u793a\u4f8b\uff1a\u8bf7\u5217\u51fa\u6bcf\u79cd\u7269\u54c1\u7684\u6570\u91cf\uff0c\u5e76\u8bf4\u660e\u6bcf\u79cd\u7269\u54c1\u5bf9\u4f60\u4eec\u5404\u81ea\u4ef7\u503c\u591a\u5c11\u70b9\u3002<\/p>\n

\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u793a\u4f8b\uff1a\u6ca1\u6709\u63d0\u4f9b\u5177\u4f53\u7684\u8bdd\u8bed\uff0c\u4f46\u53ef\u4ee5\u7406\u89e3\u4e3a\u9700\u8981\u63d0\u4f9b\u8c08\u5224\u7684\u80cc\u666f\u4fe1\u606f\uff0c\u5982\u7269\u54c1\u7684\u6570\u91cf\u548c\u70b9\u503c<\/p>\n

\u8bf7\u6c42\u54cd\u5e94\u793a\u4f8b\uff1a\u8bf7\u4ee5JSON\u683c\u5f0f\u56de\u7b54\u6bcf\u79cd\u7269\u54c1\u7684\u6570\u91cf\uff0c\u5e76\u8bf4\u660e\u6bcf\u79cd\u7269\u54c1\u7684\u4ef7\u503c\u3002<\/p>\n

 <\/p>\n

\u63d0\u793a\u793a\u4f8b\uff08\u4efb\u52a1\uff1asta_ask_point_values_ca\uff09:<\/p>\n

Task Description: You are negotiating with your campsite neighbor over an extra supply of food, water, and firewood for your camping trip.
\nDifferent types of packages are worth different amounts of points to each one of you. You\u2019ll be provided with information about the negotiation.
\nThen, you\u2019ll answer a question.
\nHere are the number of food, water, and firewood packages available in the negotiation, contained in <count>tags.
\n<count>Food Packages: 3 Water Packages: 3 Firewood Packages: 3 <\/count>
\nHere are the number of points you get for each type of package, contained in <value>tags.
\n<value>Each Food Package: 3 points Each Water Package: 5 points Each Firewood Package: 4 points <\/value>
\nQuestion: How many points is one package of each issue worth to you? Present your answer as a json within <answer><\/answer>tags with
\nkeys as issues (food, water, and firewood) and values as the corresponding answers.<\/p><\/blockquote>\n

 <\/p>\n

\u4efb\u52a1\u63cf\u8ff0\uff1a\u4f60\u6b63\u5728\u548c\u4f60\u7684\u9732\u8425\u5730\u90bb\u5c45\u534f\u5546\u989d\u5916\u7684\u98df\u54c1\u3001\u6c34\u548c\u6728\u67f4\u4f9b\u5e94\u4ee5\u4f9b\u4f60\u7684\u9732\u8425\u4e4b\u65c5\u4f7f\u7528\u3002
\n\u4e0d\u540c\u7c7b\u578b\u7684\u5305\u88c5\u5bf9\u4f60\u4eec\u4e24\u4eba\u6765\u8bf4\u4ef7\u503c\u4e0d\u540c\u3002\u4f60\u5c06\u5f97\u5230\u5173\u4e8e\u8fd9\u6b21\u8c08\u5224\u7684\u4fe1\u606f\u3002
\n\u7136\u540e\uff0c\u4f60\u5c06\u56de\u7b54\u4e00\u4e2a\u95ee\u9898\u3002
\n\u4e0b\u9762\u662f\u5728\u8c08\u5224\u4e2d\u53ef\u7528\u7684\u98df\u54c1\u3001\u6c34\u548c\u6728\u67f4\u5305\u7684\u6570\u91cf\uff0c\u5305\u542b\u5728<count>\u6807\u7b7e\u4e2d\u3002
\n<count>\u98df\u54c1\u5305\uff1a3 \u6c34\u5305\uff1a3 \u6728\u67f4\u5305\uff1a3 <\/count>
\n\u4e0b\u9762\u662f\u4f60\u6bcf\u79cd\u7c7b\u578b\u7684\u5305\u88c5\u62ff\u5230\u7684\u5206\u6570\uff0c\u5305\u542b\u5728<value>\u6807\u7b7e\u4e2d\u3002
\n<value>\u6bcf\u4e2a\u98df\u54c1\u5305\uff1a3\u5206 \u6bcf\u4e2a\u6c34\u5305\uff1a5\u5206 \u6bcf\u4e2a\u6728\u67f4\u5305\uff1a4\u5206 <\/value>
\n\u95ee\u9898\uff1a\u5bf9\u4f60\u6765\u8bf4\uff0c\u6bcf\u4e2a\u95ee\u9898\u7684\u4e00\u5305\u662f\u591a\u5c11\u5206\uff1f\u7528<answer><\/answer>\u6807\u7b7e\u4e2d\u7684json\u5448\u73b0\u4f60\u7684\u7b54\u6848\uff0c\u5176\u4e2d\u952e\u662f\u95ee\u9898\uff08\u98df\u54c1\uff0c\u6c34\uff0c\u6728\u67f4\uff09\u548c\u4ef7\u503c\u5bf9\u5e94\u7684\u7b54\u6848\u3002<\/p><\/blockquote>\n

 <\/p>\n

2. \u89e3\u6790\u5bf9\u8bdd\u884c\u4e3a (Dialogue Act Annotation Task):<\/h3>\n

 <\/p>\n

\u4efb\u52a1\u63cf\u8ff0\uff1a\u5206\u6790\u8c08\u5224\u4e2d\u7684\u5bf9\u8bdd\u884c\u4e3a\uff0c\u8bc6\u522b\u63d0\u8bae\u3001\u53cd\u5bf9\u6216\u5176\u4ed6\u7b56\u7565\u884c\u4e3a\u3002<\/p>\n

\u95ee\u9898\u793a\u4f8b\uff1a\u5728\u7ed9\u5b9a\u7684\u5bf9\u8bdd\u4e2d\uff0c\u8bc6\u522b\u5e76\u6807\u6ce8\u6bcf\u4e2a\u53d1\u8a00\u7684\u884c\u4e3a\u7c7b\u578b\u3002<\/p>\n

\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u793a\u4f8b\uff1a\u63d0\u4f9b\u4e86\u4e00\u6bb5\u5177\u4f53\u7684\u8c08\u5224\u8bdd\u8bed\uff0c\u5982\u201c\u4f60\uff1a\u5982\u679c\u4f60\u60f3\u8981\u4e66\uff0c\u6211\u5c31\u62ff\u8d70\u5e3d\u5b50\u548c\u7403\u201d\u3002<\/p>\n

\u8bf7\u6c42\u54cd\u5e94\u793a\u4f8b\uff1a\u4f7f\u7528\u9884\u5b9a\u4e49\u7684\u6807\u7b7e\u96c6\u6807\u6ce8\u5bf9\u8bdd\u4e2d\u7684\u6bcf\u4e2a\u884c\u4e3a\u3002<\/p>\n

 <\/p>\n

\u63d0\u793a\u793a\u4f8b\uff08\u4efb\u52a1\uff1adur_full_proposal_dnd\uff09:<\/p>\n

Task Description: You are negotiating with a partner over some quantity of books, hats, and balls to determine who gets which items.
\nDifferent types of items are worth different amount of points to each one of you. You\u2019ll be provided with information about the negotiation.
\nThen, you\u2019ll answer a question.
\nHere are the number of books, hats, and balls available in the negotiation, contained in <count>tags.
\n<count>Books: 3 Hats: 1 Balls: 2 <\/count>
\nHere are the number of points you get for each type of item, contained in <value>tags.
\n<value>Each Book: 1 points Each Hat: 5 points Each Ball: 1 points <\/value>
\nHere is an utterance from the negotiation, contained in <utterance>tags.
\n<utterance>YOU: i\u2019ll take the hat and balls if you want the books <\/utterance>
\nQuestion: How many items does the speaker get for each issue in the proposal delimited by the <utterance>tags? Present your answer as a json
\nwithin <answer><\/answer>tags with keys as issues (books, hats, and balls) and values as the corresponding answers. If the answer is not clear
\nfor an issue, output NA.<\/p><\/blockquote>\n

 <\/p>\n

\u4efb\u52a1\u63cf\u8ff0\uff1a\u4f60\u6b63\u5728\u8ddf\u4e00\u4e2a\u4f19\u4f34\u5546\u8c08\u4e00\u4e9b\u4e66\u7c4d\u3001\u5e3d\u5b50\u548c\u7403\u7684\u6570\u91cf\uff0c\u4ee5\u51b3\u5b9a\u8c01\u5f97\u5230\u54ea\u4e9b\u7269\u54c1\u3002
\n\u6bcf\u4e00\u79cd\u7269\u54c1\u5bf9\u4f60\u4eec\u6bcf\u4e2a\u4eba\u6765\u8bf4\u90fd\u6709\u4e0d\u540c\u7684\u79ef\u5206\u503c\u3002\u4f60\u4f1a\u88ab\u63d0\u4f9b\u5173\u4e8e\u8c08\u5224\u7684\u4fe1\u606f\u3002
\n\u7136\u540e\uff0c\u4f60\u4f1a\u56de\u7b54\u4e00\u4e2a\u95ee\u9898\u3002
\n\u8fd9\u662f\u5728\u8c08\u5224\u4e2d\u53ef\u4ee5\u5f97\u5230\u7684\u4e66\u7c4d\u3001\u5e3d\u5b50\u548c\u7403\u7684\u6570\u91cf\uff0c\u5305\u542b\u5728<count>\u6807\u7b7e\u4e2d\u3002
\n<count>\u4e66\u7c4d\uff1a3 \u5e3d\u5b50\uff1a1 \u7403\uff1a2 <\/count>
\n\u8fd9\u662f\u4f60\u6bcf\u79cd\u7269\u54c1\u53ef\u4ee5\u5f97\u5230\u7684\u79ef\u5206\uff0c\u5305\u542b\u5728<value>\u6807\u7b7e\u4e2d\u3002
\n<value>\u6bcf\u672c\u4e66\uff1a1\u5206 \u6bcf\u9876\u5e3d\u5b50\uff1a5\u5206 \u6bcf\u4e2a\u7403\uff1a1\u5206 <\/value>
\n\u8fd9\u662f\u8c08\u5224\u4e2d\u7684\u4e00\u53e5\u8bdd\uff0c\u5305\u542b\u5728<utterance>\u6807\u7b7e\u4e2d\u3002
\n<utterance>\u4f60\uff1a\u5982\u679c\u4f60\u60f3\u8981\u4e66\u7c4d\uff0c\u6211\u5c06\u62ff\u8d70\u5e3d\u5b50\u548c\u7403 <\/utterance>
\n\u95ee\u9898\uff1a\u5728<utterance>\u6807\u7b7e\u5212\u5b9a\u7684\u63d0\u8bae\u4e2d\uff0c\u8bf4\u8bdd\u8005\u6bcf\u4e2a\u95ee\u9898\u5f97\u5230\u591a\u5c11\u7269\u54c1\uff1f\u7528<answer><\/answer>\u6807\u7b7e\u4e2d\u7684json\u683c\u5f0f\u7ed9\u51fa\u4f60\u7684\u7b54\u6848\uff0c\u5176\u4e2d\u7684\u952e\u662f\u95ee\u9898\uff08\u4e66\u7c4d\u3001\u5e3d\u5b50\u548c\u7403\uff09\uff0c\u503c\u662f\u76f8\u5e94\u7684\u7b54\u6848\u3002\u5982\u679c\u67d0\u4e2a\u95ee\u9898\u7684\u7b54\u6848\u4e0d\u6e05\u695a\uff0c\u8f93\u51faNA\u3002<\/p><\/blockquote>\n

 <\/p>\n

 <\/p>\n

3. \u63a8\u6d4b\u5bf9\u624b\u610f\u56fe (Partner Modeling Task):<\/h3>\n

 <\/p>\n

\u4efb\u52a1\u63cf\u8ff0\uff1a\u6839\u636e\u8c08\u5224\u4e2d\u7684\u5bf9\u8bdd\u5185\u5bb9\uff0c\u63a8\u6d4b\u5bf9\u65b9\u6700\u770b\u91cd\u7684\u7269\u54c1\u662f\u4ec0\u4e48\u3002<\/p>\n

\u95ee\u9898\u793a\u4f8b\uff1a\u6839\u636e\u5bf9\u8bdd\u5185\u5bb9\uff0c\u63a8\u65ad\u5bf9\u65b9\u5bf9\u7269\u54c1\u7684\u504f\u597d\u987a\u5e8f\u3002<\/p>\n

\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u793a\u4f8b\uff1a\u63d0\u4f9b\u4e86\u4e00\u4e2a\u573a\u666f\uff0c\u5176\u4e2d\u53d1\u8a00\u4eba\u63d0\u51fa\u4e86\u4e00\u4e2a\u4ea4\u6613\uff0c\u5e76\u4e14\u4f19\u4f34\u8868\u660e\u4e86\u4ed6\u4eec\u5bf9\u7269\u54c1\u7684\u4f18\u5148\u7ea7\u3002<\/p>\n

\u8bf7\u6c42\u54cd\u5e94\u793a\u4f8b\uff1a\u4ee5JSON\u683c\u5f0f\u56de\u7b54\uff0c\u5217\u51fa\u5bf9\u65b9\u7684\u504f\u597d\u987a\u5e8f\u3002<\/p>\n

 <\/p>\n

\u63d0\u793a\u793a\u4f8b\uff08\u4efb\u52a1\uff1aend_deal_specifics_ca\uff09:<\/p>\n

Task Description: You are negotiating with your campsite neighbor over extra supply of food, water, and firewood for your camping trip. Different types of packages
\nare worth different amount of points to each one of you. You\u2019ll be provided with information about the negotiation. Then, you\u2019ll answer a question.
\nHere are the number of food, water, and firewood packages available in the negotiation, contained in <count>tags.
\n<count>Food Packages: 3 Water Packages: 3 Firewood Packages: 3 <\/count>
\nHere are the number of points you get for each type of package, contained in <value>tags.
\n<value>Each Food Package: 3 points Each Water Package: 5 points Each Firewood Package: 4 points <\/value>
\nHere is the complete dialogue, contained in <dialogue>tags.
\n<dialogue>THEM: Hello, I would like to have three packages of food. We\u2019ve decided to stay an extra night but need more food to do so.
\nYOU: I would be open to that if you could give me three packages of water ,
\nTHEM: Hmmm…I\u2019m pretty muddy due to clumsiness, so I may need one extra. I could give you two waters and all of the firewood. What do you think? ,
\nYOU: So are you suggesting that I would get 2 waters, 3 firewood, and no food?
\nTHEM: Right! Well, beyond the food you already have.
\nYOU: I have an extra person camping with us that I didn\u2019t expect when I bought food, so I could use one if you\u2019re willing ,
\nTHEM: I understand that! I wasn\u2019t expecting to stay an extra night, but the weather is too perfect to leave. I can manage with two packages of food for sure. ,
\nYOU: Great! Thank you for being so understanding!
\nTHEM: No problem! So are we in agreement that I get 2 food, 1 water and you get the reverse? I could also probably use one firewood, but it\u2019s not as important to me.
\nYOU: I can give you one firewood, so I\u2019ll be getting 1 food, 2 water, and 2 firewood? <\/dialogue>
\nQuestion: In the final deal, how many item of each issue did you get? Present your answer as a json within <answer><\/answer>tags with keys as issues (food, water,
\nand firewood) and values as the corresponding answers. If there was no agreement, answer NA for each issue.<\/p><\/blockquote>\n

 <\/p>\n

\u4efb\u52a1\u8bf4\u660e\uff1a\u4f60\u6b63\u5728\u4e0e\u4f60\u7684\u9732\u8425\u90bb\u5c45\u8c08\u5224\u5173\u4e8e\u9732\u8425\u9014\u4e2d\u989d\u5916\u4f9b\u5e94\u7684\u98df\u7269\u3001\u6c34\u548c\u67f4\u706b\u3002\u4e0d\u540c\u7c7b\u578b\u7684\u5305\u88c5\u7269\u5bf9\u4f60\u4eec\u6bcf\u4e2a\u4eba\u6765\u8bf4\u4ef7\u503c\u4e0d\u540c\u3002\u4f60\u5c06\u83b7\u5f97\u8c08\u5224\u7684\u4fe1\u606f\uff0c\u7136\u540e\u4f60\u8981\u56de\u7b54\u4e00\u4e2a\u95ee\u9898\u3002
\n\u4e0b\u9762\u662f\u5728\u8c08\u5224\u4e2d\u53ef\u7528\u7684\u98df\u7269\u3001\u6c34\u548c\u67f4\u706b\u5305\u88c5\u7684\u6570\u91cf\uff0c\u5728<count>\u6807\u7b7e\u4e2d\u5305\u542b\u3002
\n<count>\u98df\u7269\u5305\u88f9: 3 \u6c34\u5305\u88f9: 3 \u67f4\u706b\u5305\u88f9: 3 <\/ count>
\n\u4e0b\u9762\u662f\u4f60\u83b7\u5f97\u7684\u6bcf\u79cd\u5305\u88f9\u7684\u79ef\u5206\u6570\uff0c\u5305\u542b\u5728<value>\u6807\u7b7e\u4e2d\u3002
\n<value>\u6bcf\u4e2a\u98df\u7269\u5305\u88f9\uff1a3\u5206 \u6bcf\u4e2a\u6c34\u5305\u88f9\uff1a5\u5206 \u6bcf\u4e2a\u67f4\u706b\u5305\u88f9\uff1a4\u5206 <\/ value>
\n\u8fd9\u662f\u5b8c\u6574\u7684\u5bf9\u8bdd\uff0c\u5305\u542b\u5728<dialogue>\u6807\u7b7e\u4e2d\u3002
\n<dialogue>\u4ed6\u4eec\uff1a\u4f60\u597d\uff0c\u6211\u60f3\u8981\u4e09\u5305\u7684\u98df\u7269\u3002\u6211\u4eec\u51b3\u5b9a\u591a\u4f4f\u4e00\u665a\uff0c\u4f46\u9700\u8981\u66f4\u591a\u7684\u98df\u7269\u3002
\n\u4f60\uff1a\u5982\u679c\u4f60\u80fd\u7ed9\u6211\u4e09\u5305\u7684\u6c34\u7684\u8bdd\uff0c\u6211\u4f1a\u63a5\u53d7\u7684\uff0c
\n\u4ed6\u4eec\uff1a\u55ef…\u7531\u4e8e\u6211\u7b28\u624b\u7b28\u811a\u6240\u4ee5\u6211\u53ef\u80fd\u9700\u8981\u591a\u4e00\u70b9\u3002\u6211\u53ef\u4ee5\u7ed9\u4f60\u4e24\u4e2a\u6c34\u548c\u6240\u6709\u7684\u67f4\u706b\uff0c\u4f60\u89c9\u5f97\u600e\u6837\uff1f
\n\u4f60\uff1a\u6240\u4ee5\u4f60\u662f\u5728\u5efa\u8bae\u6211\u5e94\u8be5\u5f97\u52302\u4e2a\u6c34\uff0c3\u4e2a\u67f4\u706b\uff0c\u6ca1\u6709\u98df\u7269\uff1f
\n\u4ed6\u4eec\uff1a\u5bf9\uff01\u6bd4\u4f60\u5df2\u7ecf\u6709\u7684\u98df\u7269\u591a\u3002
\n\u4f60\uff1a\u6211\u6709\u4e00\u4e2a\u989d\u5916\u7684\u4eba\u548c\u6211\u4eec\u4e00\u8d77\u9732\u8425\uff0c\u6211\u5728\u8d2d\u4e70\u98df\u7269\u65f6\u5e76\u4e0d\u671f\u5f85\u4ed6\uff0c\u6240\u4ee5\u5982\u679c\u4f60\u613f\u610f\uff0c\u6211\u4f1a\u7528\u4e00\u4e2a\u7684\uff0c
\n\u4ed6\u4eec\uff1a\u6211\u7406\u89e3\u4f60\uff01\u6211\u6ca1\u6709\u671f\u5f85\u591a\u4f4f\u4e00\u665a\uff0c\u4f46\u5929\u6c14\u592a\u5b8c\u7f8e\u4e0d\u5bb9\u6613\u79bb\u5f00\u3002\u6211\u80af\u5b9a\u53ef\u4ee5\u7528\u4e24\u4e2a\u98df\u7269\u5305\u88f9\u7684\uff0c
\n\u4f60\uff1a\u592a\u597d\u4e86\uff01\u8c22\u8c22\u4f60\u8fd9\u4e48\u7406\u89e3\uff01
\n\u4ed6\u4eec\uff1a\u6ca1\u95ee\u9898\uff01\u6240\u4ee5\u6211\u4eec\u662f\u5426\u540c\u610f\u6211\u62ff2\u4e2a\u98df\u7269\uff0c1\u4e2a\u6c34\uff0c\u4f60\u53cd\u8fc7\u6765\u3002\u6211\u53ef\u80fd\u4e5f\u80fd\u7528\u4e00\u4e2a\u67f4\u706b\uff0c\u4f46\u5bf9\u6211\u6765\u8bf4\u4e0d\u662f\u5f88\u91cd\u8981\u3002
\n\u4f60\uff1a\u6211\u80fd\u7ed9\u4f60\u4e00\u4e2a\u67f4\u706b\uff0c\u6240\u4ee5\u6211\u4f1a\u5f97\u52301\u4e2a\u98df\u7269\uff0c2\u4e2a\u6c34\u548c2\u4e2a\u67f4\u706b\uff1f<\/dialogue>
\n\u95ee\u9898\uff1a\u5728\u6700\u7ec8\u7684\u4ea4\u6613\u4e2d\uff0c\u4f60\u5f97\u5230\u4e86\u6bcf\u4e2a\u95ee\u9898\u7684\u591a\u5c11\u9879\uff1f\u4ee5json\u683c\u5f0f\u5728<answer><\/answer>\u6807\u7b7e\u4e2d\u63d0\u4f9b\u4f60\u7684\u7b54\u6848\uff0c\u95ee\u9898\uff08\u98df\u7269\u3001\u6c34\u548c\u67f4\u706b\uff09\u4f5c\u4e3a\u952e\uff0c\u5bf9\u5e94\u7684\u7b54\u6848\u4f5c\u4e3a\u503c\u3002\u5982\u679c\u6ca1\u6709\u534f\u8bae\uff0c\u6bcf\u4e2a\u95ee\u9898\u90fd\u56de\u7b54NA\u3002<\/p><\/blockquote>\n

 <\/p>\n

4. \u751f\u6210\u7b56\u7565\u6027\u54cd\u5e94 (Strategic Response Generation Task):<\/h3>\n

 <\/p>\n

\u4efb\u52a1\u63cf\u8ff0\uff1a\u5728\u8c08\u5224\u7ed3\u675f\u65f6\uff0c\u6839\u636e\u6574\u4e2a\u5bf9\u8bdd\u5386\u53f2\u548c\u5bf9\u65b9\u7684\u504f\u597d\uff0c\u751f\u6210\u4e00\u4e2a\u6218\u7565\u6027\u7684\u56de\u5e94\u6216\u63d0\u51fa\u4e00\u4e2a\u4ea4\u6613\u3002<\/p>\n

\u95ee\u9898\u793a\u4f8b\uff1a\u5728\u8c08\u5224\u7ed3\u675f\u65f6\uff0c\u751f\u6210\u4e00\u4e2a\u56de\u5e94\uff0c\u8003\u8651\u5982\u4f55\u6700\u5927\u5316\u4f60\u7684\u5f97\u5206\uff0c\u540c\u65f6\u8003\u8651\u5230\u4f19\u4f34\u7684\u504f\u597d\u3002<\/p>\n

\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u793a\u4f8b\uff1a\u63d0\u4f9b\u4e86\u6574\u4e2a\u8c08\u5224\u7684\u5bf9\u8bdd\uff0c\u5305\u62ec\u53cc\u65b9\u7684\u63d0\u8bae\u548c\u504f\u597d\u3002<\/p>\n

\u8bf7\u6c42\u54cd\u5e94\u793a\u4f8b\uff1a\u751f\u6210\u4e00\u4e2a\u5305\u542b\u6218\u7565\u6027\u63d0\u8bae\u7684JSON\u683c\u5f0f\u54cd\u5e94\uff0c\u6216\u8005\u5bf9\u5f53\u524d\u63d0\u8bae\u7684\u63a5\u53d7\u6216\u62d2\u7edd\u3002<\/p>\n

 <\/p>\n

\u63d0\u793a\u793a\u4f8b\uff08\u4efb\u52a1\uff1aend_deal_total_ca\uff09:<\/p>\n

Task Description: You are negotiating with your campsite neighbor over extra supply of food, water, and firewood for your camping trip. Different types of packages
\nare worth different amount of points to each one of you. You\u2019ll be provided with information about the negotiation. Then, you\u2019ll answer a question.
\nHere are the number of food, water, and firewood packages available in the negotiation, contained in <count> tags.
\n<count>
\nFood Packages: 3
\nWater Packages: 3
\nFirewood Packages: 3
\n<\/count>
\nHere are the number of points you get for each type of package, contained in <value> tags.
\n<value>
\nEach Food Package: 3 points
\nEach Water Package: 5 points
\nEach Firewood Package: 4 points
\n<\/value>
\nHere is the complete dialogue, contained in <dialogue> tags.
\n<dialogue>
\nTHEM: Hello, I would like to have three packages of food. We\u2019ve decided to stay an extra night but need more food to do so.
\nYOU: I would be open to that if you could give me three packages of water
\nTHEM: Hmmm…I\u2019m pretty muddy due to clumsiness, so I may need one extra. I could give you two waters and all of the firewood. What do you think?
\nYOU: So are you suggesting that I would get 2 waters, 3 firewood, and no food?
\nTHEM: Right! Well, beyond the food you already have.
\nYOU: I have an extra person camping with us that I didn\u2019t expect when I bought food, so I could use one if you\u2019re willing
\nTHEM: I understand that! I wasn\u2019t expecting to stay an extra night, but the weather is too perfect to leave. I can manage with two packages of food for sure.
\nYOU: Great! Thank you for being so understanding!
\nTHEM: No problem! So are we in agreement that I get 2 food, 1 water and you get the reverse? I could also probably use one firewood, but it\u2019s not as important to me.
\nYOU: I can give you one firewood, so I\u2019ll be getting 1 food, 2 water, and 2 firewood?
\n<\/dialogue>
\nQuestion: How many points did you get at the end of the negotiation?
\nNOTE: Let\u2019s think step-by-step! Put your thoughts in <thinking> <\/thinking> tags, and put your answer as a single number in <answer> <\/answer> tags.<\/p><\/blockquote>\n

 <\/p>\n

\u4efb\u52a1\u63cf\u8ff0\uff1a\u4f60\u6b63\u5728\u4e0e\u4f60\u7684\u9732\u8425\u5730\u90bb\u5c45\u5c31\u591a\u4f59\u7684\u98df\u7269\u3001\u6c34\u548c\u67f4\u706b\u4f9b\u5e94\u8fdb\u884c\u8c08\u5224\u3002\u4e0d\u540c\u7c7b\u578b\u7684\u5305\u88c5\u6709\u4e0d\u540c\u7684\u4ef7\u503c\u70b9\u3002\u4f60\u5c06\u5f97\u5230\u5173\u4e8e\u8c08\u5224\u7684\u4fe1\u606f\u3002\u7136\u540e\uff0c\u4f60\u4f1a\u56de\u7b54\u4e00\u4e2a\u95ee\u9898\u3002
\n\u8fd9\u662f\u8c08\u5224\u4e2d\u53ef\u7528\u7684\u98df\u7269\u3001\u6c34\u548c\u6728\u67f4\u5305\u88f9\u7684\u6570\u91cf\uff0c\u5305\u542b\u5728 <count> \u6807\u7b7e\u4e2d\u3002
\n<count>
\n\u98df\u7269\u5305\u88f9: 3
\n\u6c34\u5305\u88f9: 3
\n\u67f4\u706b\u5305\u88f9: 3
\n<\/count>
\n\u8fd9\u662f\u4f60\u5bf9\u6bcf\u4e00\u7c7b\u5305\u88c5\u83b7\u5f97\u7684\u5206\u503c\uff0c\u5305\u542b\u5728 <value> \u6807\u7b7e\u4e2d\u3002
\n<value>
\n\u6bcf\u4e2a\u98df\u7269\u5305\u88f9: 3\u5206
\n\u6bcf\u4e2a\u6c34\u5305\u88f9: 5\u5206
\n\u6bcf\u4e2a\u67f4\u706b\u5305\u88f9: 4\u5206
\n<\/value>
\n\u8fd9\u662f\u5168\u90e8\u7684\u5bf9\u8bdd\uff0c\u5305\u542b\u5728 <dialogue> \u6807\u7b7e\u4e2d\u3002
\n<dialogue>
\n\u4ed6\u4eec: \u4f60\u597d\uff0c\u6211\u60f3\u8981\u4e09\u4e2a\u98df\u7269\u5305\u88f9\u3002\u6211\u4eec\u51b3\u5b9a\u591a\u5f85\u4e00\u665a\uff0c\u4f46\u9700\u8981\u66f4\u591a\u7684\u98df\u7269\u3002
\n\u4f60: \u5982\u679c\u4f60\u53ef\u4ee5\u7ed9\u6211\u4e09\u4e2a\u6c34\u7684\u5305\u88f9\uff0c\u6211\u4f1a\u63a5\u53d7\u7684\u3002
\n\u4ed6\u4eec: \u55ef……\u6211\u7531\u4e8e\u7b28\u624b\u7b28\u811a\u5f04\u5f97\u975e\u5e38\u810f\uff0c\u6240\u4ee5\u6211\u53ef\u80fd\u9700\u8981\u591a\u4e00\u4e2a\u3002\u6211\u53ef\u4ee5\u7ed9\u4f60\u4e24\u4e2a\u6c34\u548c\u6240\u6709\u7684\u67f4\u706b\u3002\u4f60\u89c9\u5f97\u5982\u4f55\uff1f
\n\u4f60: \u90a3\u4f60\u662f\u5efa\u8bae\u6211\u5f97\u52302\u4e2a\u6c34\uff0c3\u4e2a\u67f4\u6728\uff0c\u6ca1\u6709\u98df\u7269\uff1f
\n\u4ed6\u4eec: \u5bf9\u4e86! \u597d\u7684\uff0c\u9664\u4e86\u4f60\u5df2\u7ecf\u6709\u7684\u98df\u7269\u3002
\n\u4f60: \u6211\u6709\u4e00\u4e2a\u989d\u5916\u7684\u4eba\u548c\u6211\u4eec\u4e00\u8d77\u9732\u8425\uff0c\u6211\u5728\u8d2d\u4e70\u98df\u7269\u65f6\u6ca1\u6709\u9884\u6599\u5230\u4ed6\uff0c\u5982\u679c\u4f60\u613f\u610f\u7684\u8bdd\uff0c\u6211\u53ef\u4ee5\u4f7f\u7528\u4e00\u4e2a\u3002
\n\u4ed6\u4eec: \u6211\u7406\u89e3\uff01\u6211\u6ca1\u9884\u8ba1\u5230\u8981\u591a\u5f85\u4e00\u665a\uff0c\u4f46\u5929\u6c14\u592a\u597d\u4e86\uff0c\u65e0\u6cd5\u79bb\u5f00\u3002\u6211\u80af\u5b9a\u80fd\u7528\u4e24\u4e2a\u98df\u7269\u5305\u88f9\u5e94\u5bf9\u3002
\n\u4f60: \u592a\u597d\u4e86! \u8c22\u8c22\u4f60\u8fd9\u4e48\u7406\u89e3\uff01
\n\u4ed6\u4eec: \u6ca1\u95ee\u9898\uff01\u6211\u4eec\u662f\u5426\u8fbe\u6210\u4e00\u81f4\uff0c\u6211\u5f97\u52302\u4e2a\u98df\u7269\uff0c1\u4e2a\u6c34\uff0c\u4f60\u5f97\u5230\u53cd\u8fc7\u6765\u7684\uff1f\u6211\u53ef\u80fd\u4e5f\u9700\u8981\u4e00\u4e2a\u67f4\u706b\uff0c\u4f46\u5bf9\u6211\u6765\u8bf4\u4e0d\u90a3\u4e48\u91cd\u8981\u3002
\n\u4f60: \u6211\u53ef\u4ee5\u7ed9\u4f60\u4e00\u4e2a\u67f4\u706b\uff0c\u6240\u4ee5\u6211\u5c06\u83b7\u5f971\u4e2a\u98df\u7269\uff0c2\u4e2a\u6c34\uff0c2\u4e2a\u67f4\u706b\uff1f
\n<\/dialogue>
\n\u95ee\u9898: \u5728\u8c08\u5224\u7ed3\u675f\u65f6\uff0c\u4f60\u83b7\u5f97\u4e86\u591a\u5c11\u5206\uff1f
\n\u6ce8\u610f: \u8ba9\u6211\u4eec\u9010\u6b65\u601d\u8003\uff01\u628a\u4f60\u7684\u601d\u8003\u8fc7\u7a0b\u653e\u5728 <thinking> <\/thinking> \u6807\u7b7e\u4e2d\uff0c\u628a\u4f60\u7684\u7b54\u6848\u4f5c\u4e3a\u4e00\u4e2a\u5355\u72ec\u7684\u6570\u5b57\u653e\u5728 <answer> <\/answer> \u6807\u7b7e\u4e2d\u3002<\/p><\/blockquote>\n

 <\/p>\n

 <\/p>\n

ToM\u6267\u884c\u903b\u8f91<\/h2>\n

 <\/p>\n

1. \u5f00\u59cb\u9636\u6bb5\u7684\u7406\u89e3\u4efb\u52a1\uff1a<\/strong><\/p>\n

\u4efb\u52a1\u63cf\u8ff0\uff1a\u4f60\u6b63\u5728\u548c\u56e0\u5730\u76f8\u90bb\u7684\u5176\u4ed6\u9732\u8425\u8005\u5c31\u8ffd\u52a0\u7684\u98df\u7269\u3001\u6c34\u548c\u67f4\u706b\u8fbe\u6210\u534f\u8bae\u3002\u4e0d\u540c\u7c7b\u578b\u7684\u5305\u88f9\u5bf9\u4f60\u4eec\u6bcf\u4e2a\u4eba\u7684\u4ef7\u503c\u4e5f\u4e0d\u5c3d\u76f8\u540c\u3002\u4f60\u5c06\u6536\u5230\u8be6\u7ec6\u7684\u8c08\u5224\u4fe1\u606f\uff0c\u7136\u540e\u9700\u8981\u56de\u7b54\u4e00\u4e2a\u95ee\u9898\u3002
\n\u4ee5\u4e0b\u662f\u8c08\u5224\u4e2d\u53ef\u4ee5\u83b7\u5f97\u7684\u98df\u7269\u3001\u6c34\u548c\u67f4\u706b\u5305\u88f9\u7684\u6570\u91cf\uff0c\u8bb0\u4e8e<count>\u6807\u7b7e\u4e2d\u3002<count>\u98df\u7269\u5305\u88f9: 3 \u6c34\u5305\u88f9: 3 \u67f4\u706b\u5305\u88f9: 3<\/count>
\n\u4ee5\u4e0b\u662f\u4f60\u6839\u636e\u6bcf\u79cd\u7c7b\u578b\u7684\u5305\u88f9\u6240\u80fd\u83b7\u5f97\u7684\u5206\u6570\uff0c\u8bb0\u4e8e<value>\u6807\u7b7e\u4e2d\u3002<value>\u6bcf\u4e2a\u98df\u7269\u5305\u88f9: 3 \u5206 \u6bcf\u4e2a\u6c34\u5305\u88f9: 5 \u5206 \u6bcf\u4e2a\u67f4\u706b\u5305\u88f9: 4 \u5206<\/value>
\n\u95ee\u9898\uff1a\u5bf9\u4f60\u6765\u8bf4\uff0c\u6bcf\u4e00\u4e2a\u95ee\u9898\u7684\u4e00\u4e2a\u5305\u88f9\u5bf9\u4f60\u4ef7\u503c\u591a\u5c11\u5206\uff1f\u8bf7\u4ee5\u5305\u542b<answer> <answer>\u6807\u7b7e\u7684json\u683c\u5f0f\u56de\u7b54\uff0c\u5176\u4e2d\u952e\u4ee3\u8868\u95ee\u9898\uff08\u98df\u7269\u3001\u6c34\u3001\u67f4\u706b\uff09\uff0c\u503c\u4e3a\u5bf9\u5e94\u7684\u7b54\u6848\u3002<\/p><\/blockquote>\n

 <\/p>\n

2. \u8fdb\u884c\u4e2d\u7684\u6ce8\u91ca\u4efb\u52a1\uff1a<\/strong><\/p>\n

\u4efb\u52a1\u63cf\u8ff0\uff1a\u4f60\u6b63\u5728\u4e0e\u4f19\u4f34\u8fdb\u884c\u8c08\u5224\uff0c\u4e89\u53d6\u83b7\u53d6\u66f4\u591a\u7684\u4e66\u3001\u5e3d\u5b50\u548c\u7403\u3002\u4e0d\u540c\u7c7b\u578b\u7684\u7269\u54c1\u5bf9\u4f60\u4eec\u6765\u8bf4\u6709\u4e0d\u540c\u7684\u4ef7\u503c\u3002\u4f60\u5c06\u5f97\u5230\u8be6\u7ec6\u7684\u8c08\u5224\u4fe1\u606f\u540e\u9700\u8981\u56de\u7b54\u4e00\u4e2a\u95ee\u9898\u3002
\n\u4ee5\u4e0b\u662f\u8c08\u5224\u4e2d\u4f60\u4eec\u53ef\u4ee5\u83b7\u5f97\u7684\u4e66\u3001\u5e3d\u5b50\u548c\u7403\u7684\u6570\u91cf\uff0c\u8bb0\u4e8e<count>\u6807\u7b7e\u4e2d\u3002<count>\u4e66: 3 \u9876\u5e3d\u5b50: 1 \u7403: 2<\/count>
\n\u4ee5\u4e0b\u662f\u4f60\u6839\u636e\u6bcf\u79cd\u7c7b\u578b\u7684\u7269\u54c1\u6240\u80fd\u83b7\u5f97\u7684\u5206\u6570\uff0c\u8bb0\u4e8e<value>\u6807\u7b7e\u4e2d\u3002<value>\u6bcf\u672c\u4e66: 1 \u5206 \u6bcf\u9876\u5e3d\u5b50: 5 \u5206 \u6bcf\u4e2a\u7403: 1 \u5206<\/value>
\n\u4e0b\u8ff0\u662f\u8c08\u5224\u8fc7\u7a0b\u4e2d\u7684\u4e00\u53e5\u8bdd\uff0c\u8bb0\u4e8e<utterance>\u6807\u7b7e\u4e2d\u3002<utterance>\u4f60\uff1a\u5982\u679c\u4f60\u60f3\u8981\u4e66\uff0c\u6211\u5c31\u53d6\u5e3d\u5b50\u548c\u7403\u3002<\/utterance>
\n\u95ee\u9898\uff1a\u5728<utterance>\u6807\u7b7e\u5206\u5272\u51fa\u7684\u5efa\u8bae\u4e2d\uff0c\u53d1\u8a00\u8005\u5728\u6bcf\u4e2a\u9879\u76ee\u4e2d\u80fd\u83b7\u5f97\u591a\u5c11\u7269\u54c1\uff1f \u4ee5\u5305\u542b<answer> <answer>\u6807\u7b7e\u7684json\u683c\u5f0f\u56de\u7b54\uff0c\u5176\u4e2d\u952e\u4ee3\u8868\u95ee\u9898\uff08\u4e66\u3001\u5e3d\u5b50\u3001\u7403\uff09\uff0c\u503c\u4e3a\u5bf9\u5e94\u7684\u7b54\u6848\u3002\u5982\u679c\u5bf9\u67d0\u9879\u95ee\u9898\u7684\u7b54\u6848\u4e0d\u660e\u786e\uff0c\u8bf7\u586b\u5199NA\u3002<\/p><\/blockquote>\n

 <\/p>\n

3. \u7ed3\u675f\u9636\u6bb5\u7684\u7406\u89e3\u4efb\u52a1\uff1a<\/strong><\/p>\n

\u4efb\u52a1\u63cf\u8ff0\uff1a\u4f60\u6b63\u5728\u4e0e\u90bb\u8fd1\u7684\u9732\u8425\u8005\u9488\u5bf9\u98df\u7269\u3001\u6c34\u548c\u67f4\u706b\u7684\u8ffd\u52a0\u4f9b\u5e94\u6765\u8fbe\u6210\u534f\u8bae\u3002\u4e0d\u540c\u7c7b\u578b\u7684\u5305\u88f9\u5bf9\u4f60\u4eec\u90fd\u6709\u4e0d\u540c\u7684\u4ef7\u503c\uff0c\u4f60\u5c06\u83b7\u5f97\u8be6\u7ec6\u7684\u8c08\u5224\u4fe1\u606f\u5e76\u9700\u8981\u56de\u7b54\u4e00\u4e2a\u95ee\u9898\u3002
\n\u8fd9\u662f\u8c08\u5224\u4e2d\u4f60\u4eec\u53ef\u4ee5\u83b7\u5f97\u7684\u98df\u7269\u3001\u6c34\u548c\u67f4\u706b\u5305\u88f9\u7684\u6570\u91cf\uff0c\u8bb0\u5f55\u5728<count>\u6807\u7b7e\u4e2d\u3002<count>\u98df\u7269\u5305\u88f9: 3 \u6c34\u5305\u88f9: 3 \u67f4\u706b\u5305\u88f9: 3<\/count>
\n\u8fd9\u662f\u4f60\u6839\u636e\u6bcf\u79cd\u7c7b\u578b\u7684\u5305\u88f9\u6240\u80fd\u83b7\u5f97\u7684\u5206\u6570\uff0c\u8bb0\u4e8e<value>\u6807\u7b7e\u4e2d\u3002<value>\u6bcf\u4e2a\u98df\u7269\u5305\u88f9: 3 \u5206 \u6bcf\u4e2a\u6c34\u5305\u88f9: 5 \u5206 \u6bcf\u4e2a\u67f4\u706b\u5305\u88f9: 4 \u5206<\/value>
\n\u8fd9\u662f\u5b8c\u6574\u7684\u5bf9\u8bdd\u8fc7\u7a0b\uff0c\u8bb0\u4e8e<dialogue>\u6807\u7b7e\u4e2d\u3002<dialogue>…<\/dialogue>
\n\u95ee\u9898\uff1a\u5728\u6700\u7ec8\u7684\u4ea4\u6613\u4e2d\uff0c\u4f60\u83b7\u5f97\u4e86\u6bcf\u4e00\u9879\u7269\u54c1\u7684\u6570\u91cf\u662f\u591a\u5c11\uff1f\u8bf7\u4ee5\u5305\u542b<answer> <answer>\u6807\u7b7e\u7684json\u683c\u5f0f\u56de\u7b54\uff0c\u5176\u4e2d\u952e\u4ee3\u8868\u95ee\u9898\uff08\u98df\u7269\u3001\u6c34\u3001\u67f4\u706b\uff09\uff0c\u503c\u4e3a\u5bf9\u5e94\u7684\u7b54\u6848\u3002\u5982\u679c\u6ca1\u6709\u8fbe\u6210\u4e00\u81f4\uff0c\u5bf9\u4e8e\u6240\u6709\u95ee\u9898\u7684\u7b54\u6848\u90fd\u586b\u5199NA\u3002<\/p><\/blockquote>\n

 <\/p>\n

4. \u94fe\u5f0f\u601d\u8003\u63d0\u793a\uff1a<\/strong><\/p>\n

\u4efb\u52a1\u63cf\u8ff0\uff1a\u4f60\u6b63\u5728\u548c\u90bb\u8fd1\u7684\u9732\u8425\u8005\u5c31\u98df\u7269\u3001\u6c34\u548c\u67f4\u706b\u7684\u8865\u7ed9\u5c55\u5f00\u8c08\u5224\u3002\u4e0d\u540c\u7c7b\u578b\u7684\u5305\u88f9\u5bf9\u4f60\u4eec\u90fd\u6709\u4e0d\u540c\u7684\u4ef7\u503c\uff0c\u4f60\u5c06\u83b7\u5f97\u8be6\u7ec6\u7684\u8c08\u5224\u4fe1\u606f\u5e76\u9700\u8981\u56de\u7b54\u4e00\u4e2a\u95ee\u9898\u3002
\n\u8fd9\u662f\u8c08\u5224\u4e2d\u4f60\u4eec\u53ef\u4ee5\u83b7\u5f97\u7684\u98df\u7269\u3001\u6c34\u548c\u67f4\u706b\u5305\u88f9\u7684\u6570\u91cf\uff0c\u8bb0\u5f55\u5728<count>\u6807\u7b7e\u4e2d\u3002 <count>\u98df\u7269\u5305\u88f9: 3 \u6c34\u5305\u88f9: 3 \u67f4\u706b\u5305\u88f9: 3<\/count>
\n\u8fd9\u662f\u4f60\u6839\u636e\u6bcf\u79cd\u7c7b\u578b\u7684\u5305\u88f9\u6240\u80fd\u83b7\u5f97\u7684\u5206\u6570\uff0c\u8bb0\u4e8e<value>\u6807\u7b7e\u4e2d\u3002<value>\u6bcf\u4e2a\u98df\u7269\u5305\u88f9: 3 \u5206 \u6bcf\u4e2a\u6c34\u5305\u88f9: 5 \u5206 \u6bcf\u4e2a\u67f4\u706b\u5305\u88f9: 4 \u5206<\/value>
\n\u8fd9\u662f\u5b8c\u6574\u7684\u5bf9\u8bdd\u8fc7\u7a0b\uff0c\u8bb0\u4e8e<dialogue>\u6807\u7b7e\u4e2d\u3002<dialogue>…<\/dialogue>
\n\u95ee\u9898\uff1a\u5230\u8c08\u5224\u7ed3\u675f\u65f6\uff0c\u4f60\u603b\u5171\u83b7\u5f97\u4e86\u591a\u5c11\u5206\uff1f
\n\u6ce8\u610f\uff1a\u4e00\u6b65\u4e00\u6b65\u6765\u601d\u8003\u5427! \u5728 <thinking> <thinking> \u6807\u7b7e\u4e2d\u8bb0\u5f55\u4f60\u7684\u601d\u8003\u8fc7\u7a0b\uff0c\u5728 <answer> <answer> \u6807\u7b7e\u4e2d\u7528\u4e00\u4e2a\u6570\u5b57\u8bb0\u5f55\u4f60\u7684\u7b54\u6848\u3002<\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"

\u539f\u6587\uff1ahttps:\/\/arxiv.org\/pdf\/2402.13550.pdf   \u592a\u9633\u5e95\u4e0b\u6ca1\u6709\u65b0\u9c9c\u4e8b\uff0c\u6b64\u65b9\u6cd5\u6838\u5fc3\u601d\u8def\u5c31\u662f\u6fc0\u53d1\u5927\u6a21\u578b\u601d\u8003\uff0c\u6839\u636e\u4e0a\u4e0b\u6587\u5224\u65ad\u610f\u56fe\uff0c\u5e76\u52a0\u5165\u8bc4\u5206\u8ba9\u5927\u6a21\u578b\u81ea\u6821\u5bf9\u51c6\u5ea6\uff0c\u4ee5\u6b64\u505a\u51fa\u6700\u7ec8\u51b3\u7b56\u3002 \u63a8\u8350\u9605\u8bfb\uff1a\u4ecb\u7ecd\u610f\u56fe &…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-2006","post","type-post","status-publish","format-standard","hentry","category-prompts"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/2006","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=2006"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/2006\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=2006"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=2006"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=2006"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}