| { | |
| "overview": { | |
| "where": { | |
| "has-leaderboard": "no", | |
| "leaderboard-url": "N/A", | |
| "leaderboard-description": "N/A", | |
| "website": "[Website](https://terryqj0107.github.io/RiSAWOZ_webpage)", | |
| "data-url": "[Github](https://github.com/terryqj0107/RiSAWOZ)", | |
| "paper-url": "[ACL Anthology](https://aclanthology.org/2020.emnlp-main.67)", | |
| "paper-bibtext": "```\n@inproceedings{quan-etal-2020-risawoz,\n title = \"{R}i{SAWOZ}: A Large-Scale Multi-Domain {W}izard-of-{O}z Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling\",\n author = \"Quan, Jun and\n Zhang, Shian and\n Cao, Qian and\n Li, Zizhong and\n Xiong, Deyi\",\n booktitle = \"Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)\",\n month = nov,\n year = \"2020\",\n address = \"Online\",\n publisher = \"Association for Computational Linguistics\",\n url = \"https://www.aclweb.org/anthology/2020.emnlp-main.67\",\n pages = \"930--940\",\n}\n```", | |
| "contact-name": "Deyi Xiong", | |
| "contact-email": "dyxiong@tju.edu.cn" | |
| }, | |
| "languages": { | |
| "is-multilingual": "no", | |
| "license": "cc-by-4.0: Creative Commons Attribution 4.0 International", | |
| "task-other": "N/A", | |
| "language-names": [ | |
| "Mandarin Chinese" | |
| ], | |
| "language-dialects": "Only Mandarin Chinese is covered in this dataset.", | |
| "language-speakers": "N/A", | |
| "intended-use": "RiSAWOZ can be used to support the study under various dialogue tasks, such as Natural Language Understanding, Dialogue State Tracking, Dialogue Context-to-Text Generation, Coreference Resolution and Unified Generative Ellipsis and Coreference Resolution.", | |
| "license-other": "N/A", | |
| "task": "Dialog Response Generation", | |
| "communicative": "Generate system response given dialogue context across multiple domains." | |
| }, | |
| "credit": { | |
| "organization-type": [ | |
| "academic" | |
| ], | |
| "organization-names": "Soochow University and Tianjin University", | |
| "creators": "Jun Quan (Soochow University, Suzhou, China), Shian Zhang (Soochow University, Suzhou, China), Qian Cao(Soochow University, Suzhou, China), Zizhong Li (Tianjin University, Tianjin, China), Deyi Xiong (Tianjin University, Tianjin, China)", | |
| "funding": "the National Key Research and Development Project", | |
| "gem-added-by": "Tianhao Shen (Tianjin University, Tianjin, China), Chaobin You (Tianjin University, Tianjin, China), Deyi Xiong (Tianjin University, Tianjin, China)" | |
| }, | |
| "structure": { | |
| "data-fields": "- gem_id (string): GEM-RiSAWOZ-{split}-{id}\n- dialogue_id (string): dialogue ID\n- goal (string): natural language descriptions of the user goal\n- domains (list of strings): domains mentioned in current dialogue session\n- dialogue (list of dicts): dialog turns and corresponding annotations. Each turn includes:\n - turn_id (int): turn ID\n - turn_domain (list of strings): domain mentioned in current turn\n - user_utterance (string): user utterance\n - system_utterance (string): system utterance\n - belief_state (dict): dialogue state, including:\n - inform slot-values (dict): the slots and corresponding values informed until current turn\n - turn_inform (dict): the slots and corresponding values informed in current turn\n - turn request (dict): the slots requested in current turn\n - user_actions (list of lists): user dialogue acts in current turn\n - user_actions (list of lists): system dialogue acts in current turn\n - db_results (list of strings): database search results\n - segmented_user_utterance (string): word segmentation result of user utterance\n - segmented_system_utterance (string): word segmentation result of system utterance", | |
| "structure-description": "N/A", | |
| "structure-labels": "N/A", | |
| "structure-example": "```\n[\n {\n \"dialogue_id\": \"attraction_goal_4-63###6177\",\n \"goal\": \"attraction_goal_4-63: \u4f60\u662f\u82cf\u5dde\u4eba\uff0c\u4f46\u4e0d\u600e\u4e48\u51fa\u53bb\u73a9\u3002\u4f60\u670b\u53cb\u6765\u82cf\u5dde\u627e\u4f60\uff0c\u4f60\u51c6\u5907\u5e26\u4ed6\u901b\u901b\u201c\u6c34\u4e61\u53e4\u9547\u201d\uff0c\u4f60\u5e0c\u671b\u5ba2\u670d\u7ed9\u4f60\u63a8\u8350\u4e2a\u6d88\u8d39\u6c34\u5e73\u201c\u4e2d\u7b49\u201d\u7684\u5730\u65b9\u3002\u7136\u540e\u4f60\u8981\u95ee\u6e05\u695a\u8fd9\u5730\u65b9\u201c\u662f\u5426\u5730\u94c1\u76f4\u8fbe\u201d\u3001\u201c\u7279\u70b9\u201d\u3001\u201c\u95e8\u7968\u4ef7\u683c\u201d\u8fd9\u4e9b\u4fe1\u606f\u3002\u6700\u540e\uff0c\u4f60\u8981\u611f\u8c22\u5ba2\u670d\u7684\u5e2e\u52a9\uff0c\u7136\u540e\u8bf4\u518d\u89c1\u3002\",\n \"domains\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"dialogue\": [\n {\n \"turn_id\": 0,\n \"turn_domain\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"user_utterance\": \"\u4f60\u597d\uff0c\u6211\u662f\u82cf\u5dde\u4eba\uff0c\u4f46\u662f\u4e0d\u600e\u4e48\u51fa\u53bb\u73a9\uff0c\u6211\u670b\u53cb\u6765\u82cf\u5dde\u627e\u6211\u4e86\uff0c\u6211\u51c6\u5907\u5e26\u4ed6\u901b\u901b\u6c34\u4e61\u53e4\u9547\uff0c\u4f60\u80fd\u5e2e\u6211\u63a8\u8350\u4e00\u4e0b\u5417\uff1f\",\n \"system_utterance\": \"\u63a8\u8350\u60a8\u53bb\u5468\u5e84\u53e4\u9547\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u6c34\u4e61 \u53e4\u9547\"\n },\n \"turn_inform\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u6c34\u4e61 \u53e4\u9547\"\n },\n \"turn request\": []\n },\n \"user_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u666f\u70b9\u7c7b\u578b\",\n \"\u6c34\u4e61 \u53e4\u9547\"\n ],\n [\n \"Greeting\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Recommend\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u540d\u79f0\",\n \"\u5468\u5e84 \u53e4\u9547\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a8\",\n \"{'\u540d\u79f0': '\u5468\u5e84\u53e4\u9547', '\u533a\u57df': '\u6606\u5c71', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u670b\u53cb\u51fa\u6e38', '\u6d88\u8d39': '\u504f\u8d35', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u95e8\u7968\u4ef7\u683c': '100\u5143', '\u7535\u8bdd\u53f7\u7801': '400-8282900', '\u5730\u5740': '\u82cf\u5dde\u5e02\u6606\u5c71\u5e02\u5468\u5e84\u9547\u5168\u798f\u8def43\u53f7', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '07:30-18:50', '\u7279\u70b9': '\u5c0f\u6865\u6d41\u6c34\u4e0e\u4eba\u5bb6\uff0c\u53cc\u6865\u6c34\u5df7\u6447\u6a79\u8239\uff0c\u8fd8\u6709\u6c88\u4e07\u4e09\u7684\u8db3\u8ff9\u5f85\u4f60\u5bfb\u8bbf'}\",\n \"{'\u540d\u79f0': '\u540c\u91cc\u53e4\u9547', '\u533a\u57df': '\u5434\u6c5f', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u670b\u53cb\u51fa\u6e38', '\u6d88\u8d39': '\u504f\u8d35', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u95e8\u7968\u4ef7\u683c': '100\u5143', '\u7535\u8bdd\u53f7\u7801': '0512-63325728', '\u5730\u5740': '\u82cf\u5dde\u5e02\u5434\u6c5f\u533a\u540c\u91cc\u53e4\u9547', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '07:30-17:30', '\u7279\u70b9': '\u4e94\u6e56\u73af\u62b1\u7684\u6c5f\u5357\u6c34\u4e61\u53e4\u9547\uff0c\u8d70\u4e09\u6865\uff0c\u53c2\u89c2\u5c0f\u5de7\u7cbe\u81f4\u7684\u56ed\u6797\u9000\u601d\u56ed\u3002'}\",\n \"{'\u540d\u79f0': '\u5c71\u5858\u8857', '\u533a\u57df': '\u59d1\u82cf\u533a', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u662f', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '0512-65314467', '\u5730\u5740': '\u82cf\u5dde\u5e02\u59d1\u82cf\u533a\u53e4\u57ce\u897f\u5317', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '08:30-21:00', '\u7279\u70b9': '\u6b23\u8d4f\u82cf\u5dde\u8001\u57ce\u98ce\u8c8c\uff0c\u53c2\u89c2\u4f1a\u9986\u7b49\u53e4\u8ff9\uff0c\u4e58\u6e38\u8239\uff0c\u62cd\u6444\u7f8e\u4e3d\u7684\u591c\u666f\u3002'}\",\n \"{'\u540d\u79f0': '\u5e73\u6c5f\u8def', '\u533a\u57df': '\u59d1\u82cf\u533a', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u662f', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '0512-69163907', '\u5730\u5740': '\u6c5f\u82cf\u7701\u82cf\u5dde\u5e02\u59d1\u82cf\u533a\u767d\u5854\u4e1c\u8def65\u53f7', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '\u5168\u5929', '\u7279\u70b9': '\u6f2b\u6b65\u4fdd\u5b58\u5b8c\u6574\u7684\u53e4\u8857\u533a\uff0c\u770b\u5c0f\u6865\u6d41\u6c34\u53e4\u5b85\uff0c\u901b\u6587\u827a\u5c0f\u5e97\uff0c\u5403\u7f8e\u98df\u3002'}\",\n \"{'\u540d\u79f0': '\u6728\u6e0e\u53e4\u9547', '\u533a\u57df': '\u5434\u4e2d\u533a', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u670b\u53cb\u51fa\u6e38', '\u6d88\u8d39': '\u4fbf\u5b9c', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '0512-66514042', '\u5730\u5740': '\u82cf\u5dde\u5e02\u5434\u4e2d\u533a\u6728\u6e0e\u9547\u5c71\u5858\u8857188\u53f7', '\u8bc4\u5206': 4.4, '\u5f00\u653e\u65f6\u95f4': '08:30-17:00', '\u7279\u70b9': '\u4ee5\u56ed\u6797\u4e3a\u7279\u8272\u7684\u53e4\u9547\uff0c\u6e38\u4e25\u5bb6\u82b1\u56ed\u7b49\u53e4\u5178\u56ed\u6797\uff0c\u5750\u8239\u770b\u5c0f\u6865\u6d41\u6c34\u3002'}\",\n \"{'\u540d\u79f0': '\u752a\u76f4\u53e4\u9547', '\u533a\u57df': '\u5434\u4e2d\u533a', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u670b\u53cb\u51fa\u6e38', '\u6d88\u8d39': '\u4fbf\u5b9c', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '0512-66191668', '\u5730\u5740': '\u82cf\u5dde\u5e02\u5434\u4e2d\u533a\u752a\u76f4\u9547\u6653\u5e02\u8def21\u53f7', '\u8bc4\u5206': 4.3, '\u5f00\u653e\u65f6\u95f4': '07:30-17:30', '\u7279\u70b9': '\u752a\u76f4\u53e4\u9547\u67092500\u591a\u5e74\u5386\u53f2\uff0c\u752a\u76f4\u5883\u5185\u6c34\u6d41\u7eb5\u6a2a\uff0c\u6865\u6881\u5bc6\u5e03\uff0c\u6709\u4e94\u6e56\u4e4b\u5385\u3001\u516d\u6cfd\u4e4b\u51b2\u4e4b\u79f0\u3002'}\",\n \"{'\u540d\u79f0': '\u5343\u706f\u53e4\u9547', '\u533a\u57df': '\u6606\u5c71', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u670b\u53cb\u51fa\u6e38', '\u6d88\u8d39': '\u4fbf\u5b9c', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '0512-57472155', '\u5730\u5740': '\u82cf\u5dde\u5e02\u6606\u5c71\u5e02\u5343\u706f\u53e4\u9547\u5c1a\u4e66\u8def1\u53f7', '\u8bc4\u5206': 4.3, '\u5f00\u653e\u65f6\u95f4': '08:00-17:00', '\u7279\u70b9': '\u5343\u706f\u53e4\u9547\uff0c\u8ddd\u4eca\u5df2\u67092500\u591a\u5e74\u7684\u5386\u53f2\uff0c\u53e4\u9547\u767d\u5899\u9ed1\u74e6\uff0c\u6606\u97f5\u76ce\u7136\u3002'}\",\n \"{'\u540d\u79f0': '\u9526\u6eaa\u53e4\u9547', '\u533a\u57df': '\u6606\u5c71', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u670b\u53cb\u51fa\u6e38', '\u6d88\u8d39': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u95e8\u7968\u4ef7\u683c': '65\u5143', '\u7535\u8bdd\u53f7\u7801': '0512-57224669', '\u5730\u5740': '\u82cf\u5dde\u5e02\u6606\u5c71\u5e02\u9526\u6eaa\u9547\u90b5\u7538\u6e2f\u8def18\u53f7', '\u8bc4\u5206': 4.4, '\u5f00\u653e\u65f6\u95f4': '08:00-17:00', '\u7279\u70b9': '\u9526\u6eaa\u53e4\u9547\u4f4d\u4e8e\u6606\u5c71\u5357\u90ca\u7684\u6dc0\u5c71\u6e56\u7554\uff0c\u662f\u4e00\u5ea7\u6709\u5343\u5e74\u5386\u53f2\u7684\u6c5f\u5357\u6c34\u4e61\u3002'}\"\n ],\n \"segmented_user_utterance\": \"\u4f60\u597d \uff0c \u6211 \u662f \u82cf\u5dde\u4eba \uff0c \u4f46\u662f \u4e0d\u600e\u4e48 \u51fa\u53bb\u73a9 \uff0c \u6211 \u670b\u53cb \u6765 \u82cf\u5dde \u627e \u6211 \u4e86 \uff0c \u6211 \u51c6\u5907 \u5e26 \u4ed6 \u901b\u901b \u6c34\u4e61 \u53e4\u9547 \uff0c \u4f60 \u80fd \u5e2e \u6211 \u63a8\u8350 \u4e00\u4e0b \u5417 \uff1f\",\n \"segmented_system_utterance\": \"\u63a8\u8350 \u60a8 \u53bb \u5468\u5e84 \u53e4\u9547 \u3002\"\n },\n {\n \"turn_id\": 1,\n \"turn_domain\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"user_utterance\": \"\u6211\u5e0c\u671b\u8fd9\u4e2a\u5730\u65b9\u6d88\u8d39\u6c34\u5e73\u9002\u4e2d\u7684\uff0c\u8fd9\u4e2a\u662f\u4e2d\u7b49\u7684\u5417\uff1f\",\n \"system_utterance\": \"\u8fd9\u4e2a\u4e0d\u662f\uff0c\u6211\u53c8\u91cd\u65b0\u5e2e\u60a8\u627e\u4e86\u4e00\u5bb6\u5c71\u5858\u8857\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u6c34\u4e61 \u53e4\u9547\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u4e2d\u7b49\"\n },\n \"turn_inform\": {\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u4e2d\u7b49\"\n },\n \"turn request\": []\n },\n \"user_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u6d88\u8d39\",\n \"\u4e2d\u7b49\"\n ]\n ],\n \"system_actions\": [\n [\n \"Recommend\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u540d\u79f0\",\n \"\u5c71\u5858 \u8857\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a3\",\n \"{'\u540d\u79f0': '\u5c71\u5858\u8857', '\u533a\u57df': '\u59d1\u82cf\u533a', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u662f', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '0512-65314467', '\u5730\u5740': '\u82cf\u5dde\u5e02\u59d1\u82cf\u533a\u53e4\u57ce\u897f\u5317', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '08:30-21:00', '\u7279\u70b9': '\u6b23\u8d4f\u82cf\u5dde\u8001\u57ce\u98ce\u8c8c\uff0c\u53c2\u89c2\u4f1a\u9986\u7b49\u53e4\u8ff9\uff0c\u4e58\u6e38\u8239\uff0c\u62cd\u6444\u7f8e\u4e3d\u7684\u591c\u666f\u3002'}\",\n \"{'\u540d\u79f0': '\u5e73\u6c5f\u8def', '\u533a\u57df': '\u59d1\u82cf\u533a', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u662f', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '0512-69163907', '\u5730\u5740': '\u6c5f\u82cf\u7701\u82cf\u5dde\u5e02\u59d1\u82cf\u533a\u767d\u5854\u4e1c\u8def65\u53f7', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '\u5168\u5929', '\u7279\u70b9': '\u6f2b\u6b65\u4fdd\u5b58\u5b8c\u6574\u7684\u53e4\u8857\u533a\uff0c\u770b\u5c0f\u6865\u6d41\u6c34\u53e4\u5b85\uff0c\u901b\u6587\u827a\u5c0f\u5e97\uff0c\u5403\u7f8e\u98df\u3002'}\",\n \"{'\u540d\u79f0': '\u9526\u6eaa\u53e4\u9547', '\u533a\u57df': '\u6606\u5c71', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u670b\u53cb\u51fa\u6e38', '\u6d88\u8d39': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u95e8\u7968\u4ef7\u683c': '65\u5143', '\u7535\u8bdd\u53f7\u7801': '0512-57224669', '\u5730\u5740': '\u82cf\u5dde\u5e02\u6606\u5c71\u5e02\u9526\u6eaa\u9547\u90b5\u7538\u6e2f\u8def18\u53f7', '\u8bc4\u5206': 4.4, '\u5f00\u653e\u65f6\u95f4': '08:00-17:00', '\u7279\u70b9': '\u9526\u6eaa\u53e4\u9547\u4f4d\u4e8e\u6606\u5c71\u5357\u90ca\u7684\u6dc0\u5c71\u6e56\u7554\uff0c\u662f\u4e00\u5ea7\u6709\u5343\u5e74\u5386\u53f2\u7684\u6c5f\u5357\u6c34\u4e61\u3002'}\"\n ],\n \"segmented_user_utterance\": \"\u6211 \u5e0c\u671b \u8fd9\u4e2a \u5730\u65b9 \u6d88\u8d39\u6c34\u5e73 \u9002\u4e2d \u7684 \uff0c \u8fd9\u4e2a \u662f \u4e2d\u7b49 \u7684 \u5417 \uff1f\",\n \"segmented_system_utterance\": \"\u8fd9\u4e2a \u4e0d\u662f \uff0c \u6211 \u53c8 \u91cd\u65b0 \u5e2e \u60a8 \u627e \u4e86 \u4e00\u5bb6 \u5c71\u5858 \u8857 \u3002\"\n },\n {\n \"turn_id\": 2,\n \"turn_domain\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"user_utterance\": \"\u542c\u8fd9\u5730\u65b9\u5e94\u8be5\u633a\u597d\u73a9\uff0c\u4ed6\u4eec\u5bb6\u7279\u70b9\u662f\u4ec0\u4e48\uff1f\",\n \"system_utterance\": \"\u7279\u70b9\u662f\u6b23\u8d4f\u82cf\u5dde\u8001\u57ce\u98ce\u8c8c\uff0c\u53c2\u89c2\u4f1a\u9986\u7b49\u53e4\u8ff9\uff0c\u4e58\u6e38\u8239\uff0c\u62cd\u6444\u7f8e\u4e3d\u7684\u591c\u666f\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u6c34\u4e61 \u53e4\u9547\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u4e2d\u7b49\",\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u5c71\u5858 \u8857\"\n },\n \"turn_inform\": {\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u5c71\u5858 \u8857\"\n },\n \"turn request\": [\n \"\u7279\u70b9\"\n ]\n },\n \"user_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u540d\u79f0\",\n \"\u5c71\u5858 \u8857\"\n ],\n [\n \"Request\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u7279\u70b9\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u7279\u70b9\",\n \"\u6b23\u8d4f \u82cf\u5dde \u8001\u57ce \u98ce\u8c8c \uff0c \u53c2\u89c2 \u4f1a\u9986 \u7b49 \u53e4\u8ff9 \uff0c \u4e58 \u6e38\u8239 \uff0c \u62cd\u6444 \u7f8e\u4e3d \u7684 \u591c\u666f\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a1\",\n \"{'\u540d\u79f0': '\u5c71\u5858\u8857', '\u533a\u57df': '\u59d1\u82cf\u533a', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u662f', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '0512-65314467', '\u5730\u5740': '\u82cf\u5dde\u5e02\u59d1\u82cf\u533a\u53e4\u57ce\u897f\u5317', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '08:30-21:00', '\u7279\u70b9': '\u6b23\u8d4f\u82cf\u5dde\u8001\u57ce\u98ce\u8c8c\uff0c\u53c2\u89c2\u4f1a\u9986\u7b49\u53e4\u8ff9\uff0c\u4e58\u6e38\u8239\uff0c\u62cd\u6444\u7f8e\u4e3d\u7684\u591c\u666f\u3002'}\"\n ],\n \"segmented_user_utterance\": \"\u542c \u8fd9 \u5730\u65b9 \u5e94\u8be5 \u633a\u597d\u73a9 \uff0c \u4ed6\u4eec \u5bb6 \u7279\u70b9 \u662f \u4ec0\u4e48 \uff1f\",\n \"segmented_system_utterance\": \"\u7279\u70b9 \u662f \u6b23\u8d4f \u82cf\u5dde \u8001\u57ce \u98ce\u8c8c \uff0c \u53c2\u89c2 \u4f1a\u9986 \u7b49 \u53e4\u8ff9 \uff0c \u4e58 \u6e38\u8239 \uff0c \u62cd\u6444 \u7f8e\u4e3d \u7684 \u591c\u666f \u3002\"\n },\n {\n \"turn_id\": 3,\n \"turn_domain\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"user_utterance\": \"\u542c\u8d77\u6765\u5f88\u4e0d\u9519\uff0c\u4ed6\u4eec\u5bb6\u95e8\u7968\u662f\u591a\u5c11\uff1f\",\n \"system_utterance\": \"\u95e8\u7968\u514d\u8d39\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u6c34\u4e61 \u53e4\u9547\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u4e2d\u7b49\",\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u5c71\u5858 \u8857\"\n },\n \"turn_inform\": {},\n \"turn request\": [\n \"\u95e8\u7968\u4ef7\u683c\"\n ]\n },\n \"user_actions\": [\n [\n \"Request\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u95e8\u7968\u4ef7\u683c\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u95e8\u7968\u4ef7\u683c\",\n \"\u514d\u8d39\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a1\",\n \"{'\u540d\u79f0': '\u5c71\u5858\u8857', '\u533a\u57df': '\u59d1\u82cf\u533a', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u662f', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '0512-65314467', '\u5730\u5740': '\u82cf\u5dde\u5e02\u59d1\u82cf\u533a\u53e4\u57ce\u897f\u5317', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '08:30-21:00', '\u7279\u70b9': '\u6b23\u8d4f\u82cf\u5dde\u8001\u57ce\u98ce\u8c8c\uff0c\u53c2\u89c2\u4f1a\u9986\u7b49\u53e4\u8ff9\uff0c\u4e58\u6e38\u8239\uff0c\u62cd\u6444\u7f8e\u4e3d\u7684\u591c\u666f\u3002'}\"\n ],\n \"segmented_user_utterance\": \"\u542c \u8d77\u6765 \u5f88 \u4e0d\u9519 \uff0c \u4ed6\u4eec \u5bb6 \u95e8\u7968 \u662f \u591a\u5c11 \uff1f\",\n \"segmented_system_utterance\": \"\u95e8\u7968 \u514d\u8d39 \u3002\"\n },\n {\n \"turn_id\": 4,\n \"turn_domain\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"user_utterance\": \"\u8fd8\u884c\uff0c\u90a3\u4ed6\u4eec\u5bb6\u662f\u5426\u6709\u5730\u94c1\u76f4\u8fbe\u5462\uff1f\",\n \"system_utterance\": \"\u55ef\u55ef\uff0c\u53ef\u4ee5\u5730\u94c1\u76f4\u8fbe\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u6c34\u4e61 \u53e4\u9547\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u4e2d\u7b49\",\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u5c71\u5858 \u8857\"\n },\n \"turn_inform\": {},\n \"turn request\": [\n \"\u662f\u5426\u5730\u94c1\u76f4\u8fbe\"\n ]\n },\n \"user_actions\": [\n [\n \"Request\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u662f\u5426\u5730\u94c1\u76f4\u8fbe\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u662f\u5426\u5730\u94c1\u76f4\u8fbe\",\n \"\u662f\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a1\",\n \"{'\u540d\u79f0': '\u5c71\u5858\u8857', '\u533a\u57df': '\u59d1\u82cf\u533a', '\u666f\u70b9\u7c7b\u578b': '\u6c34\u4e61\u53e4\u9547', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u662f', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '0512-65314467', '\u5730\u5740': '\u82cf\u5dde\u5e02\u59d1\u82cf\u533a\u53e4\u57ce\u897f\u5317', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '08:30-21:00', '\u7279\u70b9': '\u6b23\u8d4f\u82cf\u5dde\u8001\u57ce\u98ce\u8c8c\uff0c\u53c2\u89c2\u4f1a\u9986\u7b49\u53e4\u8ff9\uff0c\u4e58\u6e38\u8239\uff0c\u62cd\u6444\u7f8e\u4e3d\u7684\u591c\u666f\u3002'}\"\n ],\n \"segmented_user_utterance\": \"\u8fd8 \u884c \uff0c \u90a3 \u4ed6\u4eec \u5bb6 \u662f\u5426 \u6709 \u5730\u94c1 \u76f4\u8fbe \u5462 \uff1f\",\n \"segmented_system_utterance\": \"\u55ef \u55ef \uff0c \u53ef\u4ee5 \u5730\u94c1 \u76f4\u8fbe \u3002\"\n },\n {\n \"turn_id\": 5,\n \"turn_domain\": [\n \"\u901a\u7528\"\n ],\n \"user_utterance\": \"\u8c22\u8c22\u4f60\u7684\u5e2e\u52a9\uff0c\u518d\u89c1\uff01\",\n \"system_utterance\": \"\u518d\u89c1\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u6c34\u4e61 \u53e4\u9547\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u4e2d\u7b49\",\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u5c71\u5858 \u8857\"\n },\n \"turn_inform\": {},\n \"turn request\": []\n },\n \"user_actions\": [\n [\n \"Bye\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Bye\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ]\n ],\n \"db_results\": [],\n \"segmented_user_utterance\": \"\u8c22\u8c22 \u4f60 \u7684 \u5e2e\u52a9 \uff0c \u518d\u89c1 \uff01\",\n \"segmented_system_utterance\": \"\u518d\u89c1 \u3002\"\n }\n ]\n },\n {\n \"dialogue_id\": \"attraction_goal_3-33_v2###7307\",\n \"goal\": \"attraction_goal_3-33: \u4f60\u548c\u670b\u53cb\u4e00\u8d77\u6765\u82cf\u5dde\u51fa\u5dee\uff0c\u987a\u4fbf\u60f3\u53bb\u201c\u82cf\u5dde\u4e50\u56ed\u68ee\u6797\u6c34\u4e16\u754c\u201d\u901b\u4e00\u901b\u3002\u56e0\u6b64\uff0c\u4f60\u8981\u8be2\u95ee\u5ba2\u670d\u8fd9\u4e2a\u5730\u65b9\u201c\u662f\u5426\u5730\u94c1\u76f4\u8fbe\u201d\u3001\u201c\u8bc4\u5206\u201d\u3001\u201c\u7279\u70b9\u201d\u8fd9\u4e9b\u4fe1\u606f\u3002\u6700\u540e\uff0c\u4f60\u5411\u5ba2\u670d\u8868\u793a\u611f\u8c22\uff0c\u7ed3\u675f\u5bf9\u8bdd\u3002\",\n \"domains\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"dialogue\": [\n {\n \"turn_id\": 0,\n \"turn_domain\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"user_utterance\": \"\u4f60\u597d\uff0c\u6211\u548c\u670b\u53cb\u4e00\u8d77\u6765\u82cf\u5dde\u51fa\u5dee\uff0c\u987a\u4fbf\u60f3\u53bb\u82cf\u5dde\u4e50\u56ed\u68ee\u6797\u6c34\u4e16\u754c\u73a9\u73a9\uff0c\u80fd\u5426\u5e2e\u6211\u770b\u770b\u8fd9\u4e2a\u5730\u65b9\u662f\u5426\u6709\u5730\u94c1\u76f4\u8fbe\u5462\uff1f\",\n \"system_utterance\": \"\u7a0d\u7b49\uff0c\u5f88\u62b1\u6b49\uff0c\u6ca1\u6709\u5730\u94c1\u80fd\u76f4\u63a5\u5230\u8fd9\u4e2a\u666f\u70b9\u5462\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u82cf\u5dde \u4e50\u56ed \u68ee\u6797 \u6c34 \u4e16\u754c\"\n },\n \"turn_inform\": {\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u82cf\u5dde \u4e50\u56ed \u68ee\u6797 \u6c34 \u4e16\u754c\"\n },\n \"turn request\": [\n \"\u662f\u5426\u5730\u94c1\u76f4\u8fbe\"\n ]\n },\n \"user_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u540d\u79f0\",\n \"\u82cf\u5dde \u4e50\u56ed \u68ee\u6797 \u6c34 \u4e16\u754c\"\n ],\n [\n \"Request\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u662f\u5426\u5730\u94c1\u76f4\u8fbe\",\n \"\"\n ],\n [\n \"Greeting\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u662f\u5426\u5730\u94c1\u76f4\u8fbe\",\n \"\u5426\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a1\",\n \"{'\u540d\u79f0': '\u82cf\u5dde\u4e50\u56ed\u68ee\u6797\u6c34\u4e16\u754c', '\u533a\u57df': '\u9ad8\u65b0\u533a', '\u666f\u70b9\u7c7b\u578b': '\u6e38\u4e50\u573a', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u504f\u8d35', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u95e8\u7968\u4ef7\u683c': '198\u5143', '\u7535\u8bdd\u53f7\u7801': '0512-68717107', '\u5730\u5740': '\u82cf\u5dde\u5e02\u9ad8\u65b0\u533a\u9633\u5c71\u4e1c\u8def\u4ee5\u897f\uff0c\u5c71\u795e\u6e7e\u8def\u4ee5\u4e1c', '\u8bc4\u5206': 4.4, '\u5f00\u653e\u65f6\u95f4': '09:00-17:00', '\u7279\u70b9': '\u5404\u9879\u6c34\u4e0a\u5a31\u4e50\u9879\u76ee\u7686\u5177\u68ee\u6797\u7279\u8272\uff0c\u88ab\u8d4b\u4e88\u68ee\u6797\u4e3b\u9898\uff0c\u8ba9\u4eba\u8eab\u5904\u6d69\u701a\u68ee\u6797\u53c8\u80fd\u4eab\u53d7\u5230\u6d77\u6d0b\u822c\u7684\u8212\u723d\u6c34\u6e38\u4e50\u3002'}\"\n ],\n \"segmented_user_utterance\": \"\u4f60\u597d \uff0c \u6211 \u548c \u670b\u53cb \u4e00 \u8d77\u6765 \u82cf\u5dde \u51fa\u5dee \uff0c \u987a\u4fbf \u60f3 \u53bb \u82cf\u5dde \u4e50\u56ed \u68ee\u6797 \u6c34 \u4e16\u754c \u73a9\u73a9 \uff0c \u80fd\u5426 \u5e2e \u6211 \u770b\u770b \u8fd9\u4e2a \u5730\u65b9 \u662f\u5426 \u6709 \u5730\u94c1 \u76f4\u8fbe \u5462 \uff1f\",\n \"segmented_system_utterance\": \"\u7a0d \u7b49 \uff0c \u5f88 \u62b1\u6b49 \uff0c \u6ca1\u6709 \u5730\u94c1 \u80fd \u76f4\u63a5 \u5230 \u8fd9\u4e2a \u666f\u70b9 \u5462 \u3002\"\n },\n {\n \"turn_id\": 1,\n \"turn_domain\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"user_utterance\": \"\u4f60\u518d\u5e2e\u6211\u770b\u770b\u666f\u70b9\u7684\u8bc4\u5206\u597d\u5417\uff1f\",\n \"system_utterance\": \"\u8fd9\u4e2a\u666f\u70b9\u7684\u8bc4\u5206\u662f4.4\u5206\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u82cf\u5dde \u4e50\u56ed \u68ee\u6797 \u6c34 \u4e16\u754c\"\n },\n \"turn_inform\": {},\n \"turn request\": [\n \"\u8bc4\u5206\"\n ]\n },\n \"user_actions\": [\n [\n \"Request\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u8bc4\u5206\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u8bc4\u5206\",\n \"4.4\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a1\",\n \"{'\u540d\u79f0': '\u82cf\u5dde\u4e50\u56ed\u68ee\u6797\u6c34\u4e16\u754c', '\u533a\u57df': '\u9ad8\u65b0\u533a', '\u666f\u70b9\u7c7b\u578b': '\u6e38\u4e50\u573a', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u504f\u8d35', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u95e8\u7968\u4ef7\u683c': '198\u5143', '\u7535\u8bdd\u53f7\u7801': '0512-68717107', '\u5730\u5740': '\u82cf\u5dde\u5e02\u9ad8\u65b0\u533a\u9633\u5c71\u4e1c\u8def\u4ee5\u897f\uff0c\u5c71\u795e\u6e7e\u8def\u4ee5\u4e1c', '\u8bc4\u5206': 4.4, '\u5f00\u653e\u65f6\u95f4': '09:00-17:00', '\u7279\u70b9': '\u5404\u9879\u6c34\u4e0a\u5a31\u4e50\u9879\u76ee\u7686\u5177\u68ee\u6797\u7279\u8272\uff0c\u88ab\u8d4b\u4e88\u68ee\u6797\u4e3b\u9898\uff0c\u8ba9\u4eba\u8eab\u5904\u6d69\u701a\u68ee\u6797\u53c8\u80fd\u4eab\u53d7\u5230\u6d77\u6d0b\u822c\u7684\u8212\u723d\u6c34\u6e38\u4e50\u3002'}\"\n ],\n \"segmented_user_utterance\": \"\u4f60 \u518d \u5e2e \u6211 \u770b\u770b \u666f\u70b9 \u7684 \u8bc4\u5206 \u597d \u5417 \uff1f\",\n \"segmented_system_utterance\": \"\u8fd9\u4e2a \u666f\u70b9 \u7684 \u8bc4\u5206 \u662f 4.4 \u5206 \u3002\"\n },\n {\n \"turn_id\": 2,\n \"turn_domain\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"user_utterance\": \"\u8fd9\u4e2a\u666f\u70b9\u6709\u5565\u7279\u70b9\u5462\uff1f\",\n \"system_utterance\": \"\u8fd9\u4e2a\u666f\u70b9\u7684\u7279\u70b9\u662f\u5404\u9879\u6c34\u4e0a\u5a31\u4e50\u9879\u76ee\u7686\u5177\u68ee\u6797\u7279\u8272\uff0c\u88ab\u8d4b\u4e88\u68ee\u6797\u4e3b\u9898\uff0c\u8ba9\u4eba\u8eab\u5904\u6d69\u701a\u68ee\u6797\u53c8\u80fd\u4eab\u53d7\u5230\u6d77\u6d0b\u822c\u7684\u8212\u723d\u6c34\u6e38\u4e50\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u82cf\u5dde \u4e50\u56ed \u68ee\u6797 \u6c34 \u4e16\u754c\"\n },\n \"turn_inform\": {},\n \"turn request\": [\n \"\u7279\u70b9\"\n ]\n },\n \"user_actions\": [\n [\n \"Request\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u7279\u70b9\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u7279\u70b9\",\n \"\u5404\u9879 \u6c34\u4e0a \u5a31\u4e50 \u9879\u76ee \u7686 \u5177 \u68ee\u6797 \u7279\u8272 \uff0c \u88ab \u8d4b\u4e88 \u68ee\u6797 \u4e3b\u9898 \uff0c \u8ba9 \u4eba \u8eab\u5904 \u6d69\u701a \u68ee\u6797 \u53c8 \u80fd \u4eab\u53d7 \u5230 \u6d77\u6d0b \u822c\u7684 \u8212\u723d \u6c34 \u6e38\u4e50 \u3002\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a1\",\n \"{'\u540d\u79f0': '\u82cf\u5dde\u4e50\u56ed\u68ee\u6797\u6c34\u4e16\u754c', '\u533a\u57df': '\u9ad8\u65b0\u533a', '\u666f\u70b9\u7c7b\u578b': '\u6e38\u4e50\u573a', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u504f\u8d35', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u95e8\u7968\u4ef7\u683c': '198\u5143', '\u7535\u8bdd\u53f7\u7801': '0512-68717107', '\u5730\u5740': '\u82cf\u5dde\u5e02\u9ad8\u65b0\u533a\u9633\u5c71\u4e1c\u8def\u4ee5\u897f\uff0c\u5c71\u795e\u6e7e\u8def\u4ee5\u4e1c', '\u8bc4\u5206': 4.4, '\u5f00\u653e\u65f6\u95f4': '09:00-17:00', '\u7279\u70b9': '\u5404\u9879\u6c34\u4e0a\u5a31\u4e50\u9879\u76ee\u7686\u5177\u68ee\u6797\u7279\u8272\uff0c\u88ab\u8d4b\u4e88\u68ee\u6797\u4e3b\u9898\uff0c\u8ba9\u4eba\u8eab\u5904\u6d69\u701a\u68ee\u6797\u53c8\u80fd\u4eab\u53d7\u5230\u6d77\u6d0b\u822c\u7684\u8212\u723d\u6c34\u6e38\u4e50\u3002'}\"\n ],\n \"segmented_user_utterance\": \"\u8fd9\u4e2a \u666f\u70b9 \u6709 \u5565 \u7279\u70b9 \u5462 \uff1f\",\n \"segmented_system_utterance\": \"\u8fd9\u4e2a \u666f\u70b9 \u7684 \u7279\u70b9 \u662f \u5404\u9879 \u6c34\u4e0a \u5a31\u4e50 \u9879\u76ee \u7686 \u5177 \u68ee\u6797 \u7279\u8272 \uff0c \u88ab \u8d4b\u4e88 \u68ee\u6797 \u4e3b\u9898 \uff0c \u8ba9 \u4eba \u8eab\u5904 \u6d69\u701a \u68ee\u6797 \u53c8 \u80fd \u4eab\u53d7 \u5230 \u6d77\u6d0b \u822c\u7684 \u8212\u723d \u6c34 \u6e38\u4e50 \u3002\"\n },\n {\n \"turn_id\": 3,\n \"turn_domain\": [\n \"\u901a\u7528\"\n ],\n \"user_utterance\": \"\u592a\u597d\u4e86\uff0c\u6211\u89c9\u5f97\u6211\u4f1a\u5f88\u559c\u6b22\u8fd9\u4e2a\u5730\u65b9\uff0c\u54c8\u54c8\u3002\",\n \"system_utterance\": \"\u8fd9\u4e2a\u666f\u70b9\u633a\u4e0d\u9519\u7684\uff0c\u5c31\u662f\u6ca1\u6709\u5730\u94c1\u9700\u8981\u60a8\u4e58\u5750\u5176\u5b83\u4ea4\u901a\u5de5\u5177\u4e86\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u82cf\u5dde \u4e50\u56ed \u68ee\u6797 \u6c34 \u4e16\u754c\"\n },\n \"turn_inform\": {},\n \"turn request\": []\n },\n \"user_actions\": [\n [\n \"General\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"General\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ]\n ],\n \"db_results\": [],\n \"segmented_user_utterance\": \"\u592a\u597d\u4e86 \uff0c \u6211 \u89c9\u5f97 \u6211\u4f1a \u5f88 \u559c\u6b22 \u8fd9\u4e2a \u5730\u65b9 \uff0c \u54c8\u54c8 \u3002\",\n \"segmented_system_utterance\": \"\u8fd9\u4e2a \u666f\u70b9 \u633a\u4e0d\u9519 \u7684 \uff0c \u5c31\u662f \u6ca1\u6709 \u5730\u94c1 \u9700\u8981 \u60a8 \u4e58\u5750 \u5176\u5b83 \u4ea4\u901a\u5de5\u5177 \u4e86 \u3002\"\n },\n {\n \"turn_id\": 4,\n \"turn_domain\": [\n \"\u901a\u7528\"\n ],\n \"user_utterance\": \"\u6211\u6253\u51fa\u79df\u8f66\u53bb\u5427\uff0c\u5c31\u662f\u591a\u82b1\u70b9\u8f66\u8d39\uff0c\u6ca1\u4e8b\u3002\",\n \"system_utterance\": \"\u8bf7\u95ee\u60a8\u8fd8\u6709\u5176\u4ed6\u95ee\u9898\u5417\uff1f\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u82cf\u5dde \u4e50\u56ed \u68ee\u6797 \u6c34 \u4e16\u754c\"\n },\n \"turn_inform\": {},\n \"turn request\": []\n },\n \"user_actions\": [\n [\n \"General\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"General\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ]\n ],\n \"db_results\": [],\n \"segmented_user_utterance\": \"\u6211 \u6253 \u51fa\u79df\u8f66 \u53bb \u5427 \uff0c \u5c31\u662f \u591a\u82b1\u70b9 \u8f66\u8d39 \uff0c \u6ca1\u4e8b \u3002\",\n \"segmented_system_utterance\": \"\u8bf7\u95ee \u60a8 \u8fd8\u6709 \u5176\u4ed6 \u95ee\u9898 \u5417 \uff1f\"\n },\n {\n \"turn_id\": 5,\n \"turn_domain\": [\n \"\u901a\u7528\"\n ],\n \"user_utterance\": \"\u6ca1\u6709\u4e86\u3002\u8c22\u8c22\u4f60\uff0c\u518d\u89c1\u3002\",\n \"system_utterance\": \"\u518d\u89c1\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u82cf\u5dde \u4e50\u56ed \u68ee\u6797 \u6c34 \u4e16\u754c\"\n },\n \"turn_inform\": {},\n \"turn request\": []\n },\n \"user_actions\": [\n [\n \"Bye\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Bye\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ]\n ],\n \"db_results\": [],\n \"segmented_user_utterance\": \"\u6ca1\u6709 \u4e86 \u3002 \u8c22\u8c22 \u4f60 \uff0c \u518d\u89c1 \u3002\",\n \"segmented_system_utterance\": \"\u518d\u89c1 \u3002\"\n }\n ]\n }\n]\n```", | |
| "structure-splits": "- Train:\n - dialogues: 10000\n - turns: 134580\n - Avg. turns: 13.5\n- Valid:\n - dialogues: 600\n - turns: 8116\n - Avg. turns: 13.5\n- Test:\n - dialogues: 600\n - turn: 9286\n - Avg. turns: 15.5", | |
| "structure-splits-criteria": "N/A", | |
| "structure-outlier": "the most complex example (i.e. with the most domains):\n```\n{\n \"dialogue_id\": \"attraction_restaurant_hotel_goal_2-69_v2###8355\",\n \"goal\": \"attraction_restaurant_hotel_goal_2-69: \u516c\u53f8\u6d3e\u4f60\u53bb\u82cf\u5dde\u51fa\u5dee\uff0c\u4f60\u51c6\u5907\u62bd\u7a7a\u65c5\u6e38\u4e00\u4e0b\u3002\u7b2c\u4e00\uff0c\u4f60\u60f3\u53bb\u4e00\u4e2a\u201c\u5c71\u6c34\u666f\u533a\u201d\uff0c\u6d88\u8d39\u6c34\u5e73\u6700\u597d\u662f\u201c\u504f\u8d35\u201d\u7684\uff0c\u4f60\u9700\u8981\u95ee\u6e05\u695a\u8fd9\u5730\u65b9\u201c\u5f00\u653e\u65f6\u95f4\u201d\u3001\u201c\u95e8\u7968\u4ef7\u683c\u201d\u8fd9\u4e9b\u4fe1\u606f\u3002\u7b2c\u4e8c\uff0c\u4f60\u8981\u627e\u4e2a\u5730\u65b9\u4f4f\uff0c\u8ba9\u5ba2\u670d\u7ed9\u4f60\u63a8\u8350\u4e00\u5bb6\u4ef7\u4f4d\u201c\u4e2d\u7b49\u201d\u7684\u201c\u5546\u52a1\u51fa\u884c\u201d\u9152\u5e97\uff0c\u5e76\u4e14\u8be2\u95ee\u8fd9\u5bb6\u9152\u5e97\u7684\u201c\u505c\u8f66\u573a\u201d\u3001\u201c\u7535\u8bdd\u53f7\u7801\u201d\u8fd9\u4e9b\u4fe1\u606f\u3002\u7b2c\u4e09\uff0c\u4f60\u8fd8\u60f3\u62d4\u8349\u7f8e\u98df\uff0c\u95ee\u5ba2\u670d\u6709\u6ca1\u6709\u4ef7\u4f4d\u201c\u4e2d\u7b49\u201d\u7684\u201c\u6c5f\u6d59\u83dc\u201d\u9910\u5385\u63a8\u8350\uff0c\u7136\u540e\u4e86\u89e3\u8fd9\u5bb6\u9910\u5385\u7684\u201c\u662f\u5426\u5730\u94c1\u76f4\u8fbe\u201d\u3001\u201c\u4eba\u5747\u6d88\u8d39\u201d\u8fd9\u4e9b\u4fe1\u606f\u3002\u6700\u540e\u4f60\u8981\u611f\u8c22\u5ba2\u670d\u7684\u5e2e\u52a9\uff0c\u5e76\u8bf4\u518d\u89c1\u3002\",\n \"domains\": [\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u9910\u5385\",\n \"\u9152\u5e97\"\n ],\n \"dialogue\": [\n {\n \"turn_id\": 0,\n \"turn_domain\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"user_utterance\": \"\u4f60\u597d\uff0c\u6765\u82cf\u5dde\u51fa\u5dee\uff0c\u51c6\u5907\u62bd\u7a7a\u65c5\u6e38\u4e00\u4e0b\u3002\u6211\u60f3\u53bb\u5c71\u6c34\u666f\u533a\uff0c\u6d88\u8d39\u6c34\u5e73\u504f\u8d35\u70b9\uff0c\u5e2e\u5fd9\u63a8\u8350\u4e00\u4e2a\u3002\",\n \"system_utterance\": \"\u4f60\u597d\uff0c\u5411\u60a8\u63a8\u8350\u91d1\u9e21\u6e56\u666f\u533a\uff0c\u611f\u53d7\u4e00\u4e0b\u82cf\u5dde\u73b0\u4ee3\u5316\u7684\u4e00\u9762\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u5c71\u6c34 \u666f\u533a\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u504f\u8d35\"\n },\n \"turn_inform\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u5c71\u6c34 \u666f\u533a\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u504f\u8d35\"\n },\n \"turn request\": []\n },\n \"user_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u666f\u70b9\u7c7b\u578b\",\n \"\u5c71\u6c34 \u666f\u533a\"\n ],\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u6d88\u8d39\",\n \"\u504f\u8d35\"\n ],\n [\n \"Greeting\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\",\n \"\"\n ],\n [\n \"General\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Greeting\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ],\n [\n \"General\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ],\n [\n \"Recommend\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u540d\u79f0\",\n \"\u91d1\u9e21\u6e56 \u666f\u533a\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a2\",\n \"{'\u540d\u79f0': '\u91d1\u9e21\u6e56\u666f\u533a', '\u533a\u57df': '\u5de5\u4e1a\u56ed\u533a', '\u666f\u70b9\u7c7b\u578b': '\u5c71\u6c34\u666f\u533a', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u504f\u8d35', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u662f', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '400-7558558', '\u5730\u5740': '\u82cf\u5dde\u5e02\u5de5\u4e1a\u56ed\u533a\u661f\u6e2f\u8857158\u53f7', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '\u5168\u5929', '\u7279\u70b9': '\u770b\u4e1c\u65b9\u4e4b\u95e8\u7b49\u9ad8\u697c\uff0c\u5750\u6469\u5929\u8f6e\uff0c\u4e58\u8239\u591c\u6e38\uff0c\u611f\u53d7\u82cf\u5dde\u73b0\u4ee3\u5316\u7684\u4e00\u9762\u3002'}\",\n \"{'\u540d\u79f0': '\u6c99\u5bb6\u6d5c\u98ce\u666f\u533a', '\u533a\u57df': '\u5e38\u719f', '\u666f\u70b9\u7c7b\u578b': '\u5c71\u6c34\u666f\u533a', '\u6700\u9002\u5408\u4eba\u7fa4': '\u5bb6\u5ead\u4eb2\u5b50', '\u6d88\u8d39': '\u504f\u8d35', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u95e8\u7968\u4ef7\u683c': '110\u5143', '\u7535\u8bdd\u53f7\u7801': '0512-52500000', '\u5730\u5740': '\u82cf\u5dde\u5e02\u5e38\u719f\u5e02\u6c99\u5bb6\u6d5c\u9547', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '08:00-16:30', '\u7279\u70b9': '\u4eac\u5267\u6837\u677f\u620f\u300a\u6c99\u5bb6\u6d5c\u300b\u7684\u53d1\u6e90\u5730\uff0c\u8bbf\u5267\u4e2d\u573a\u666f\uff0c\u5750\u8239\u6df1\u5165\u82a6\u82c7\u8361\u3002'}\"\n ],\n \"segmented_user_utterance\": \"\u4f60\u597d \uff0c \u6765 \u82cf\u5dde \u51fa\u5dee \uff0c \u51c6\u5907 \u62bd\u7a7a \u65c5\u6e38 \u4e00\u4e0b \u3002 \u6211 \u60f3 \u53bb \u5c71\u6c34 \u666f\u533a \uff0c \u6d88\u8d39\u6c34\u5e73 \u504f \u8d35\u70b9 \uff0c \u5e2e\u5fd9 \u63a8\u8350 \u4e00\u4e2a \u3002\",\n \"segmented_system_utterance\": \"\u4f60\u597d \uff0c \u5411 \u60a8 \u63a8\u8350 \u91d1\u9e21\u6e56 \u666f\u533a \uff0c \u611f\u53d7\u4e00\u4e0b \u82cf\u5dde \u73b0\u4ee3\u5316 \u7684 \u4e00\u9762 \u3002\"\n },\n {\n \"turn_id\": 1,\n \"turn_domain\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"user_utterance\": \"\u8fd9\u91cc\u5f00\u653e\u65f6\u95f4\uff1f\u9700\u8981\u5b89\u6392\u4e00\u4e0b\u3002\",\n \"system_utterance\": \"\u666f\u533a\u662f\u5168\u5929\u5f00\u653e\u7684\uff0c\u53ef\u4ee5\u5c3d\u60c5\u6e38\u89c8\uff01\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u5c71\u6c34 \u666f\u533a\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u504f\u8d35\",\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u91d1\u9e21\u6e56 \u666f\u533a\"\n },\n \"turn_inform\": {\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u91d1\u9e21\u6e56 \u666f\u533a\"\n },\n \"turn request\": [\n \"\u5f00\u653e\u65f6\u95f4\"\n ]\n },\n \"user_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u540d\u79f0\",\n \"\u91d1\u9e21\u6e56 \u666f\u533a\"\n ],\n [\n \"Request\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u5f00\u653e\u65f6\u95f4\",\n \"\"\n ],\n [\n \"General\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u5f00\u653e\u65f6\u95f4\",\n \"\u5168\u5929\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a1\",\n \"{'\u540d\u79f0': '\u91d1\u9e21\u6e56\u666f\u533a', '\u533a\u57df': '\u5de5\u4e1a\u56ed\u533a', '\u666f\u70b9\u7c7b\u578b': '\u5c71\u6c34\u666f\u533a', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u504f\u8d35', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u662f', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '400-7558558', '\u5730\u5740': '\u82cf\u5dde\u5e02\u5de5\u4e1a\u56ed\u533a\u661f\u6e2f\u8857158\u53f7', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '\u5168\u5929', '\u7279\u70b9': '\u770b\u4e1c\u65b9\u4e4b\u95e8\u7b49\u9ad8\u697c\uff0c\u5750\u6469\u5929\u8f6e\uff0c\u4e58\u8239\u591c\u6e38\uff0c\u611f\u53d7\u82cf\u5dde\u73b0\u4ee3\u5316\u7684\u4e00\u9762\u3002'}\"\n ],\n \"segmented_user_utterance\": \"\u8fd9\u91cc \u5f00\u653e \u65f6\u95f4 \uff1f \u9700\u8981 \u5b89\u6392 \u4e00\u4e0b \u3002\",\n \"segmented_system_utterance\": \"\u666f\u533a \u662f \u5168\u5929 \u5f00\u653e \u7684 \uff0c \u53ef\u4ee5 \u5c3d\u60c5 \u6e38\u89c8 \uff01\"\n },\n {\n \"turn_id\": 2,\n \"turn_domain\": [\n \"\u65c5\u6e38\u666f\u70b9\"\n ],\n \"user_utterance\": \"\u95e8\u7968\u591a\u5c11\u94b1\uff1f\",\n \"system_utterance\": \"\u8fd9\u91cc\u662f\u514d\u8d39\u666f\u533a\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u5c71\u6c34 \u666f\u533a\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u504f\u8d35\",\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u91d1\u9e21\u6e56 \u666f\u533a\"\n },\n \"turn_inform\": {},\n \"turn request\": [\n \"\u95e8\u7968\u4ef7\u683c\"\n ]\n },\n \"user_actions\": [\n [\n \"Request\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u95e8\u7968\u4ef7\u683c\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Inform\",\n \"\u65c5\u6e38\u666f\u70b9\",\n \"\u95e8\u7968\u4ef7\u683c\",\n \"\u514d\u8d39\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a1\",\n \"{'\u540d\u79f0': '\u91d1\u9e21\u6e56\u666f\u533a', '\u533a\u57df': '\u5de5\u4e1a\u56ed\u533a', '\u666f\u70b9\u7c7b\u578b': '\u5c71\u6c34\u666f\u533a', '\u6700\u9002\u5408\u4eba\u7fa4': '\u60c5\u4fa3\u7ea6\u4f1a', '\u6d88\u8d39': '\u504f\u8d35', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u662f', '\u95e8\u7968\u4ef7\u683c': '\u514d\u8d39', '\u7535\u8bdd\u53f7\u7801': '400-7558558', '\u5730\u5740': '\u82cf\u5dde\u5e02\u5de5\u4e1a\u56ed\u533a\u661f\u6e2f\u8857158\u53f7', '\u8bc4\u5206': 4.5, '\u5f00\u653e\u65f6\u95f4': '\u5168\u5929', '\u7279\u70b9': '\u770b\u4e1c\u65b9\u4e4b\u95e8\u7b49\u9ad8\u697c\uff0c\u5750\u6469\u5929\u8f6e\uff0c\u4e58\u8239\u591c\u6e38\uff0c\u611f\u53d7\u82cf\u5dde\u73b0\u4ee3\u5316\u7684\u4e00\u9762\u3002'}\"\n ],\n \"segmented_user_utterance\": \"\u95e8\u7968 \u591a\u5c11 \u94b1 \uff1f\",\n \"segmented_system_utterance\": \"\u8fd9\u91cc \u662f \u514d\u8d39 \u666f\u533a \u3002\"\n },\n {\n \"turn_id\": 3,\n \"turn_domain\": [\n \"\u9152\u5e97\"\n ],\n \"user_utterance\": \"\u54e6\uff0c\u597d\u7684\u3002\u8fd8\u6709\u9152\u5e97\uff0c\u5e2e\u6211\u63a8\u8350\u4e2a\u4ef7\u4f4d\u4e2d\u7b49\u7684\u5546\u52a1\u9152\u5e97\uff01\",\n \"system_utterance\": \"\u63a8\u8350\u82cf\u5dde\u91d1\u9e21\u6e56\u674e\u516c\u5824\u745e\u8d1d\u5ead\u516c\u5bd3\u9152\u5e97\uff0c\u5728\u91d1\u9e21\u6e56\u666f\u533a\u9644\u8fd1\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u5c71\u6c34 \u666f\u533a\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u504f\u8d35\",\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u91d1\u9e21\u6e56 \u666f\u533a\",\n \"\u9152\u5e97-\u4ef7\u4f4d\": \"\u4e2d\u7b49\",\n \"\u9152\u5e97-\u9152\u5e97\u7c7b\u578b\": \"\u5546\u52a1 \u51fa\u884c\"\n },\n \"turn_inform\": {\n \"\u9152\u5e97-\u4ef7\u4f4d\": \"\u4e2d\u7b49\",\n \"\u9152\u5e97-\u9152\u5e97\u7c7b\u578b\": \"\u5546\u52a1 \u51fa\u884c\"\n },\n \"turn request\": []\n },\n \"user_actions\": [\n [\n \"Inform\",\n \"\u9152\u5e97\",\n \"\u4ef7\u4f4d\",\n \"\u4e2d\u7b49\"\n ],\n [\n \"Inform\",\n \"\u9152\u5e97\",\n \"\u9152\u5e97\u7c7b\u578b\",\n \"\u5546\u52a1 \u51fa\u884c\"\n ],\n [\n \"General\",\n \"\u9152\u5e97\",\n \"\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Recommend\",\n \"\u9152\u5e97\",\n \"\u540d\u79f0\",\n \"\u82cf\u5dde \u91d1\u9e21\u6e56 \u674e\u516c\u5824 \u745e\u8d1d\u5ead \u516c\u5bd3 \u9152\u5e97\"\n ],\n [\n \"General\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a16\",\n \"{'\u540d\u79f0': '\u82cf\u5dde\u6162\u4eab\u4e3b\u9898\u9152\u5e97', '\u533a\u57df': '\u59d1\u82cf\u533a', '\u661f\u7ea7': '3', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u5927\u5e8a\u623f', '\u505c\u8f66\u573a': '\u6536\u8d39', '\u623f\u8d39': '266\u5143', '\u5730\u5740': '\u82cf\u5dde\u59d1\u82cf\u533a\u666f\u5fb7\u8def26-64\u53f7', '\u7535\u8bdd\u53f7\u7801': '0512-67570999', '\u8bc4\u5206': 4.7}\",\n \"{'\u540d\u79f0': '\u82cf\u5dde\u6162\u4eab\u4e3b\u9898\u9152\u5e97', '\u533a\u57df': '\u59d1\u82cf\u533a', '\u661f\u7ea7': '3', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u6807\u51c6\u95f4', '\u505c\u8f66\u573a': '\u6536\u8d39', '\u623f\u8d39': '278\u5143', '\u5730\u5740': '\u82cf\u5dde\u59d1\u82cf\u533a\u666f\u5fb7\u8def26-64\u53f7', '\u7535\u8bdd\u53f7\u7801': '0512-67570999', '\u8bc4\u5206': 4.7}\",\n \"{'\u540d\u79f0': '\u7f8e\u9526\u9152\u5e97', '\u533a\u57df': '\u9ad8\u65b0\u533a', '\u661f\u7ea7': '3', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u5927\u5e8a\u623f', '\u505c\u8f66\u573a': '\u514d\u8d39', '\u623f\u8d39': '308\u5143', '\u5730\u5740': '\u82cf\u5dde\u9ad8\u65b0\u533a\u6ee8\u6cb3\u8def999\u53f7\u82b1\u6837\u5e74\u559c\u5e74\u751f\u6d3b\u5e7f\u573a5\u680b1\u5c42', '\u7535\u8bdd\u53f7\u7801': '0512-66053331', '\u8bc4\u5206': 4.8}\",\n \"{'\u540d\u79f0': '\u7f8e\u9526\u9152\u5e97', '\u533a\u57df': '\u9ad8\u65b0\u533a', '\u661f\u7ea7': '3', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u6807\u51c6\u95f4', '\u505c\u8f66\u573a': '\u514d\u8d39', '\u623f\u8d39': '349\u5143', '\u5730\u5740': '\u82cf\u5dde\u9ad8\u65b0\u533a\u6ee8\u6cb3\u8def999\u53f7\u82b1\u6837\u5e74\u559c\u5e74\u751f\u6d3b\u5e7f\u573a5\u680b1\u5c42', '\u7535\u8bdd\u53f7\u7801': '0512-66053331', '\u8bc4\u5206': 4.8}\",\n \"{'\u540d\u79f0': '\u82cf\u5dde\u91d1\u9e21\u6e56\u674e\u516c\u5824\u745e\u8d1d\u5ead\u516c\u5bd3\u9152\u5e97', '\u533a\u57df': '\u5de5\u4e1a\u56ed\u533a', '\u661f\u7ea7': '4', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u5927\u5e8a\u623f', '\u505c\u8f66\u573a': '\u514d\u8d39', '\u623f\u8d39': '438\u5143', '\u5730\u5740': '\u82cf\u5dde\u5de5\u4e1a\u56ed\u533a\u674e\u516c\u5824\u4e09\u671fE\u533a\u5546\u4e1a\u88579\u5e62', '\u7535\u8bdd\u53f7\u7801': '0512-69995666', '\u8bc4\u5206': 4.6}\",\n \"{'\u540d\u79f0': '\u82cf\u5dde\u91d1\u9e21\u6e56\u674e\u516c\u5824\u745e\u8d1d\u5ead\u516c\u5bd3\u9152\u5e97', '\u533a\u57df': '\u5de5\u4e1a\u56ed\u533a', '\u661f\u7ea7': '4', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u6807\u51c6\u95f4', '\u505c\u8f66\u573a': '\u514d\u8d39', '\u623f\u8d39': '438\u5143', '\u5730\u5740': '\u82cf\u5dde\u5de5\u4e1a\u56ed\u533a\u674e\u516c\u5824\u4e09\u671fE\u533a\u5546\u4e1a\u88579\u5e62', '\u7535\u8bdd\u53f7\u7801': '0512-69995666', '\u8bc4\u5206': 4.6}\",\n \"{'\u540d\u79f0': '\u82cf\u5dde\u9014\u4e50\u9152\u5e97\u516c\u5bd3', '\u533a\u57df': '\u5de5\u4e1a\u56ed\u533a', '\u661f\u7ea7': '2', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u5927\u5e8a\u623f', '\u505c\u8f66\u573a': '\u6536\u8d39', '\u623f\u8d39': '486\u5143', '\u5730\u5740': '\u82cf\u5dde\u5de5\u4e1a\u56ed\u533a\u82cf\u5dde\u4e30\u9686\u57ce\u5e02\u4e2d\u5fc3T1\u697c', '\u7535\u8bdd\u53f7\u7801': '151-5149-7911', '\u8bc4\u5206': 4.6}\",\n \"{'\u540d\u79f0': '\u82cf\u5dde\u9014\u4e50\u9152\u5e97\u516c\u5bd3', '\u533a\u57df': '\u5de5\u4e1a\u56ed\u533a', '\u661f\u7ea7': '2', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u6807\u51c6\u95f4', '\u505c\u8f66\u573a': '\u6536\u8d39', '\u623f\u8d39': '486\u5143', '\u5730\u5740': '\u82cf\u5dde\u5de5\u4e1a\u56ed\u533a\u82cf\u5dde\u4e30\u9686\u57ce\u5e02\u4e2d\u5fc3T1\u697c', '\u7535\u8bdd\u53f7\u7801': '151-5149-7911', '\u8bc4\u5206': 4.6}\",\n \"{'\u540d\u79f0': '\u4e07\u60a6\u9152\u5e97', '\u533a\u57df': '\u5434\u4e2d\u533a', '\u661f\u7ea7': '3', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u5927\u5e8a\u623f', '\u505c\u8f66\u573a': '\u514d\u8d39', '\u623f\u8d39': '346\u5143', '\u5730\u5740': '\u82cf\u5dde\u5434\u4e2d\u533a\u91d1\u5c71\u8def47-2\u53f7', '\u7535\u8bdd\u53f7\u7801': '0512-83808380', '\u8bc4\u5206': 4.5}\",\n \"{'\u540d\u79f0': '\u4e07\u60a6\u9152\u5e97', '\u533a\u57df': '\u5434\u4e2d\u533a', '\u661f\u7ea7': '3', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u6807\u51c6\u95f4', '\u505c\u8f66\u573a': '\u514d\u8d39', '\u623f\u8d39': '338\u5143', '\u5730\u5740': '\u82cf\u5dde\u5434\u4e2d\u533a\u91d1\u5c71\u8def47-2\u53f7', '\u7535\u8bdd\u53f7\u7801': '0512-83808380', '\u8bc4\u5206': 4.5}\",\n \"{'\u540d\u79f0': '\u5468\u5e84\u591a\u74e6\u53f0\u4e34\u6cb3\u5ba2\u6808', '\u533a\u57df': '\u6606\u5c71', '\u661f\u7ea7': '3', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u5927\u5e8a\u623f', '\u505c\u8f66\u573a': '\u6536\u8d39', '\u623f\u8d39': '279\u5143', '\u5730\u5740': '\u6606\u5c71\u5468\u5e84\u9547\u4e1c\u6d5c\u675175\u53f7', '\u7535\u8bdd\u53f7\u7801': '181-3619-1632', '\u8bc4\u5206': 4.8}\",\n \"{'\u540d\u79f0': '\u5468\u5e84\u591a\u74e6\u53f0\u4e34\u6cb3\u5ba2\u6808', '\u533a\u57df': '\u6606\u5c71', '\u661f\u7ea7': '3', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u6807\u51c6\u95f4', '\u505c\u8f66\u573a': '\u6536\u8d39', '\u623f\u8d39': '279\u5143', '\u5730\u5740': '\u6606\u5c71\u5468\u5e84\u9547\u4e1c\u6d5c\u675175\u53f7', '\u7535\u8bdd\u53f7\u7801': '181-3619-1632', '\u8bc4\u5206': 4.8}\",\n \"{'\u540d\u79f0': '\u5e38\u719f\u957f\u6c5f\u8def\u4e9a\u6735\u9152\u5e97', '\u533a\u57df': '\u5e38\u719f', '\u661f\u7ea7': '4', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u5927\u5e8a\u623f', '\u505c\u8f66\u573a': '\u514d\u8d39', '\u623f\u8d39': '312\u5143', '\u5730\u5740': '\u5e38\u719f\u957f\u6c5f\u8def268\u53f7', '\u7535\u8bdd\u53f7\u7801': '0512-51661666', '\u8bc4\u5206': 4.8}\",\n \"{'\u540d\u79f0': '\u5e38\u719f\u957f\u6c5f\u8def\u4e9a\u6735\u9152\u5e97', '\u533a\u57df': '\u5e38\u719f', '\u661f\u7ea7': '4', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u6807\u51c6\u95f4', '\u505c\u8f66\u573a': '\u514d\u8d39', '\u623f\u8d39': '312\u5143', '\u5730\u5740': '\u5e38\u719f\u957f\u6c5f\u8def268\u53f7', '\u7535\u8bdd\u53f7\u7801': '0512-51661666', '\u8bc4\u5206': 4.8}\",\n \"{'\u540d\u79f0': '\u7ef4\u4e5f\u7eb3\u9152\u5e97', '\u533a\u57df': '\u5e38\u719f', '\u661f\u7ea7': '3', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': 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'\u505c\u8f66\u573a': '\u514d\u8d39', '\u623f\u8d39': '438\u5143', '\u5730\u5740': '\u82cf\u5dde\u5de5\u4e1a\u56ed\u533a\u674e\u516c\u5824\u4e09\u671fE\u533a\u5546\u4e1a\u88579\u5e62', '\u7535\u8bdd\u53f7\u7801': '0512-69995666', '\u8bc4\u5206': 4.6}\",\n \"{'\u540d\u79f0': '\u82cf\u5dde\u91d1\u9e21\u6e56\u674e\u516c\u5824\u745e\u8d1d\u5ead\u516c\u5bd3\u9152\u5e97', '\u533a\u57df': '\u5de5\u4e1a\u56ed\u533a', '\u661f\u7ea7': '4', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u6807\u51c6\u95f4', '\u505c\u8f66\u573a': '\u514d\u8d39', '\u623f\u8d39': '438\u5143', '\u5730\u5740': '\u82cf\u5dde\u5de5\u4e1a\u56ed\u533a\u674e\u516c\u5824\u4e09\u671fE\u533a\u5546\u4e1a\u88579\u5e62', '\u7535\u8bdd\u53f7\u7801': '0512-69995666', '\u8bc4\u5206': 4.6}\"\n ],\n \"segmented_user_utterance\": \"\u4f60 \u60f3 \u5f97 \u771f \u5468\u5230 ! \u8fd9\u5bb6 \u9152\u5e97 \u6709 \u505c\u8f66\u573a \u5417 \uff1f\",\n \"segmented_system_utterance\": \"\u9152\u5e97 \u914d\u5907 \u6709 \u4e00\u4e2a \u514d\u8d39 \u7684 \u505c\u8f66\u573a \u3002\"\n },\n {\n \"turn_id\": 5,\n \"turn_domain\": [\n \"\u9152\u5e97\"\n ],\n \"user_utterance\": \"\u9152\u5e97\u7684\u7535\u8bdd\u544a\u8bc9\u6211\u4e00\u4e0b\u3002\",\n \"system_utterance\": \"\u7535\u8bdd\u53f7\u7801\uff1a0512-69995666\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u5c71\u6c34 \u666f\u533a\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u504f\u8d35\",\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u91d1\u9e21\u6e56 \u666f\u533a\",\n \"\u9152\u5e97-\u4ef7\u4f4d\": \"\u4e2d\u7b49\",\n \"\u9152\u5e97-\u9152\u5e97\u7c7b\u578b\": \"\u5546\u52a1 \u51fa\u884c\",\n \"\u9152\u5e97-\u540d\u79f0\": \"\u82cf\u5dde \u91d1\u9e21\u6e56 \u674e\u516c\u5824 \u745e\u8d1d\u5ead \u516c\u5bd3 \u9152\u5e97\"\n },\n \"turn_inform\": {},\n \"turn request\": [\n \"\u7535\u8bdd\u53f7\u7801\"\n ]\n },\n \"user_actions\": [\n [\n \"Request\",\n \"\u9152\u5e97\",\n \"\u7535\u8bdd\u53f7\u7801\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Inform\",\n \"\u9152\u5e97\",\n \"\u7535\u8bdd\u53f7\u7801\",\n \"0512 - 69995666\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a2\",\n \"{'\u540d\u79f0': '\u82cf\u5dde\u91d1\u9e21\u6e56\u674e\u516c\u5824\u745e\u8d1d\u5ead\u516c\u5bd3\u9152\u5e97', '\u533a\u57df': '\u5de5\u4e1a\u56ed\u533a', '\u661f\u7ea7': '4', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u5927\u5e8a\u623f', '\u505c\u8f66\u573a': '\u514d\u8d39', '\u623f\u8d39': '438\u5143', '\u5730\u5740': '\u82cf\u5dde\u5de5\u4e1a\u56ed\u533a\u674e\u516c\u5824\u4e09\u671fE\u533a\u5546\u4e1a\u88579\u5e62', '\u7535\u8bdd\u53f7\u7801': '0512-69995666', '\u8bc4\u5206': 4.6}\",\n \"{'\u540d\u79f0': '\u82cf\u5dde\u91d1\u9e21\u6e56\u674e\u516c\u5824\u745e\u8d1d\u5ead\u516c\u5bd3\u9152\u5e97', '\u533a\u57df': '\u5de5\u4e1a\u56ed\u533a', '\u661f\u7ea7': '4', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u9152\u5e97\u7c7b\u578b': '\u5546\u52a1\u51fa\u884c', '\u623f\u578b': '\u6807\u51c6\u95f4', '\u505c\u8f66\u573a': '\u514d\u8d39', '\u623f\u8d39': '438\u5143', '\u5730\u5740': '\u82cf\u5dde\u5de5\u4e1a\u56ed\u533a\u674e\u516c\u5824\u4e09\u671fE\u533a\u5546\u4e1a\u88579\u5e62', '\u7535\u8bdd\u53f7\u7801': '0512-69995666', '\u8bc4\u5206': 4.6}\"\n ],\n \"segmented_user_utterance\": \"\u9152\u5e97 \u7684 \u7535\u8bdd \u544a\u8bc9 \u6211 \u4e00\u4e0b \u3002\",\n \"segmented_system_utterance\": \"\u7535\u8bdd\u53f7\u7801 \uff1a 0512 - 69995666 \u3002\"\n },\n {\n \"turn_id\": 6,\n \"turn_domain\": [\n \"\u9910\u5385\"\n ],\n \"user_utterance\": 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\"\u9910\u5385-\u4ef7\u4f4d\": \"\u4e2d\u7b49\"\n },\n \"turn request\": []\n },\n \"user_actions\": [\n [\n \"Inform\",\n \"\u9910\u5385\",\n \"\u83dc\u7cfb\",\n \"\u6c5f\u6d59 \u83dc\"\n ],\n [\n \"Inform\",\n \"\u9910\u5385\",\n \"\u4ef7\u4f4d\",\n \"\u4e2d\u7b49\"\n ],\n [\n \"General\",\n \"\u9910\u5385\",\n \"\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Recommend\",\n \"\u9910\u5385\",\n \"\u540d\u79f0\",\n \"\u8001\u67ab\u5ead\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a3\",\n \"{'\u540d\u79f0': '\u8001\u67ab\u5ead', '\u533a\u57df': '\u5434\u4e2d\u533a', '\u83dc\u7cfb': '\u6c5f\u6d59\u83dc', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u4eba\u5747\u6d88\u8d39': '94\u5143', '\u5730\u5740': '\u6728\u6e0e\u7075\u5929\u8def55\u53f7\u82ad\u63d0\u96c5\u4f11\u95f2\u5a31\u4e50\u5e7f\u573a5\u53f7\u697c', '\u7535\u8bdd\u53f7\u7801': '0512-66277557', '\u8bc4\u5206': 4.6, '\u8425\u4e1a\u65f6\u95f4': '\u5468\u4e00\u81f3\u5468\u65e5 11:00-13:30 17:00-20:30', '\u63a8\u8350\u83dc': '\u677e\u9f20\u6842\u9c7c'}\",\n \"{'\u540d\u79f0': '\u540c\u91cc\u8001\u5bb6', '\u533a\u57df': '\u5434\u6c5f', '\u83dc\u7cfb': '\u6c5f\u6d59\u83dc', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u4eba\u5747\u6d88\u8d39': '87\u5143', '\u5730\u5740': '\u540c\u91cc\u9547\u73af\u6e56\u897f\u8def318\u53f7', '\u7535\u8bdd\u53f7\u7801': '0512-63339777', '\u8bc4\u5206': 4.5, '\u8425\u4e1a\u65f6\u95f4': '\u5468\u4e00\u81f3\u5468\u65e5 10:00-22:00', '\u63a8\u8350\u83dc': '\u592a\u6e56\u4e09\u767d'}\",\n \"{'\u540d\u79f0': '\u5468\u5e84\u82b1\u95f4\u5802\u6854\u6897\u9910\u5385', '\u533a\u57df': '\u6606\u5c71', '\u83dc\u7cfb': '\u6c5f\u6d59\u83dc', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u4eba\u5747\u6d88\u8d39': '98\u5143', '\u5730\u5740': 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\u9910\u5385 \u6ca1\u6709 \u5730\u94c1 \u76f4\u8fbe !\"\n },\n {\n \"turn_id\": 8,\n \"turn_domain\": [\n \"\u9910\u5385\"\n ],\n \"user_utterance\": \"\u4eba\u5747\u6d88\u8d39\u5462\uff1f\",\n \"system_utterance\": \"\u8001\u67ab\u5ead\u4eba\u5747\u6d88\u8d39\u572894\u5143\u5de6\u53f3\u3002\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u5c71\u6c34 \u666f\u533a\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u504f\u8d35\",\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u91d1\u9e21\u6e56 \u666f\u533a\",\n \"\u9910\u5385-\u83dc\u7cfb\": \"\u6c5f\u6d59 \u83dc\",\n \"\u9910\u5385-\u4ef7\u4f4d\": \"\u4e2d\u7b49\",\n \"\u9910\u5385-\u540d\u79f0\": \"\u8001\u67ab\u5ead\",\n \"\u9152\u5e97-\u4ef7\u4f4d\": \"\u4e2d\u7b49\",\n \"\u9152\u5e97-\u9152\u5e97\u7c7b\u578b\": \"\u5546\u52a1 \u51fa\u884c\",\n \"\u9152\u5e97-\u540d\u79f0\": \"\u82cf\u5dde \u91d1\u9e21\u6e56 \u674e\u516c\u5824 \u745e\u8d1d\u5ead \u516c\u5bd3 \u9152\u5e97\"\n },\n \"turn_inform\": {},\n \"turn request\": [\n \"\u4eba\u5747\u6d88\u8d39\"\n ]\n },\n \"user_actions\": [\n [\n \"Request\",\n \"\u9910\u5385\",\n \"\u4eba\u5747\u6d88\u8d39\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Inform\",\n \"\u9910\u5385\",\n \"\u4eba\u5747\u6d88\u8d39\",\n \"\u8001\u67ab\u5ead\"\n ]\n ],\n \"db_results\": [\n \"\u6570\u636e\u5e93\u68c0\u7d22\u7ed3\u679c\uff1a\u6210\u529f\u5339\u914d\u4e2a\u6570\u4e3a1\",\n \"{'\u540d\u79f0': '\u8001\u67ab\u5ead', '\u533a\u57df': '\u5434\u4e2d\u533a', '\u83dc\u7cfb': '\u6c5f\u6d59\u83dc', '\u4ef7\u4f4d': '\u4e2d\u7b49', '\u662f\u5426\u5730\u94c1\u76f4\u8fbe': '\u5426', '\u4eba\u5747\u6d88\u8d39': '94\u5143', '\u5730\u5740': '\u6728\u6e0e\u7075\u5929\u8def55\u53f7\u82ad\u63d0\u96c5\u4f11\u95f2\u5a31\u4e50\u5e7f\u573a5\u53f7\u697c', '\u7535\u8bdd\u53f7\u7801': '0512-66277557', '\u8bc4\u5206': 4.6, '\u8425\u4e1a\u65f6\u95f4': '\u5468\u4e00\u81f3\u5468\u65e5 11:00-13:30 17:00-20:30', '\u63a8\u8350\u83dc': '\u677e\u9f20\u6842\u9c7c'}\"\n ],\n \"segmented_user_utterance\": \"\u4eba\u5747 \u6d88\u8d39 \u5462 \uff1f\",\n \"segmented_system_utterance\": \"\u8001\u67ab\u5ead \u4eba\u5747 \u6d88\u8d39 \u5728 94 \u5143 \u5de6\u53f3 \u3002\"\n },\n {\n \"turn_id\": 9,\n \"turn_domain\": [\n \"\u901a\u7528\"\n ],\n \"user_utterance\": \"\u597d\uff0c\u6240\u6709\u95ee\u9898\u90fd\u89e3\u51b3\u4e86\uff0c\u8c22\u8c22\u4f60\u7684\u5e2e\u52a9\uff01\u518d\u89c1\uff01\",\n \"system_utterance\": \"\u4e0d\u5ba2\u6c14\uff01\u8fd9\u662f\u6211\u5e94\u8be5\u505a\u7684\uff01\u518d\u89c1\uff01\",\n \"belief_state\": {\n \"inform slot-values\": {\n \"\u65c5\u6e38\u666f\u70b9-\u666f\u70b9\u7c7b\u578b\": \"\u5c71\u6c34 \u666f\u533a\",\n \"\u65c5\u6e38\u666f\u70b9-\u6d88\u8d39\": \"\u504f\u8d35\",\n \"\u65c5\u6e38\u666f\u70b9-\u540d\u79f0\": \"\u91d1\u9e21\u6e56 \u666f\u533a\",\n \"\u9910\u5385-\u83dc\u7cfb\": \"\u6c5f\u6d59 \u83dc\",\n \"\u9910\u5385-\u4ef7\u4f4d\": \"\u4e2d\u7b49\",\n \"\u9910\u5385-\u540d\u79f0\": \"\u8001\u67ab\u5ead\",\n \"\u9152\u5e97-\u4ef7\u4f4d\": \"\u4e2d\u7b49\",\n \"\u9152\u5e97-\u9152\u5e97\u7c7b\u578b\": \"\u5546\u52a1 \u51fa\u884c\",\n \"\u9152\u5e97-\u540d\u79f0\": \"\u82cf\u5dde \u91d1\u9e21\u6e56 \u674e\u516c\u5824 \u745e\u8d1d\u5ead \u516c\u5bd3 \u9152\u5e97\"\n },\n \"turn_inform\": {},\n \"turn request\": []\n },\n \"user_actions\": [\n [\n \"Bye\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ],\n [\n \"General\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ]\n ],\n \"system_actions\": [\n [\n \"Bye\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ],\n [\n \"General\",\n \"\u901a\u7528\",\n \"\",\n \"\"\n ]\n ],\n \"db_results\": [],\n \"segmented_user_utterance\": \"\u597d \uff0c \u6240\u6709 \u95ee\u9898 \u90fd \u89e3\u51b3 \u4e86 \uff0c \u8c22\u8c22 \u4f60 \u7684 \u5e2e\u52a9 \uff01 \u518d\u89c1 \uff01\",\n \"segmented_system_utterance\": \"\u4e0d \u5ba2\u6c14 \uff01 \u8fd9 \u662f \u6211 \u5e94\u8be5 \u505a \u7684 \uff01 \u518d\u89c1 \uff01\"\n }\n ]\n}\n```" | |
| }, | |
| "what": { | |
| "dataset": "RiSAWOZ is a Chinese dialog dataset. It can be used to study various dialogue tasks, such as Dialogue State Tracking, Dialogue Context-to-Text Generation, Coreference Resolution and Unified Generative Ellipsis and Coreference Resolution." | |
| } | |
| }, | |
| "curation": { | |
| "original": { | |
| "is-aggregated": "no", | |
| "aggregated-sources": "N/A", | |
| "rationale": "Gather human-to-human dialog in Chinese.", | |
| "communicative": "Generate system response given dialogue context across multiple domains." | |
| }, | |
| "language": { | |
| "found": [], | |
| "crowdsourced": [ | |
| "Other crowdworker platform" | |
| ], | |
| "created": "N/A", | |
| "machine-generated": "N/A", | |
| "validated": "validated by data curator", | |
| "is-filtered": "hybrid", | |
| "filtered-criteria": "Rule-based and manual selection criteria", | |
| "obtained": [ | |
| "Crowdsourced" | |
| ], | |
| "producers-description": "N/A", | |
| "topics": "domains: Attraction, Restaurant, Hotel, Flight, Train, Weather, Movie, TV, Computer, Car, Hospital, Courses", | |
| "pre-processed": "N/A" | |
| }, | |
| "annotations": { | |
| "origin": "crowd-sourced", | |
| "rater-number": "51<n<100", | |
| "rater-qualifications": "Chinese native speaker", | |
| "rater-training-num": "3", | |
| "rater-test-num": "3", | |
| "rater-annotation-service-bool": "no", | |
| "rater-annotation-service": [], | |
| "values": "- dialogue_id (string): dialogue ID\n- goal (string): natural language descriptions of the user goal\n- domains (list of strings): domains mentioned in current dialogue session\n- turn_id (int): turn ID\n- turn_domain (list of strings): domain mentioned in current turn\n- belief_state (dict): dialogue state, including:\n - inform slot-values (dict): the slots and corresponding values informed until current turn\n - turn_inform (dict): the slots and corresponding values informed in current turn\n - turn request (dict): the slots requested in current turn\n- user_actions (list of lists): user dialogue acts in current turn\n- user_actions (list of lists): system dialogue acts in current turn\n- db_results (list of strings): database search results\n- segmented_user_utterance (string): word segmentation result of user utterance\n- segmented_system_utterance (string): word segmentation result of system utterance", | |
| "quality-control": "unknown", | |
| "quality-control-details": "N/A" | |
| }, | |
| "consent": { | |
| "has-consent": "yes", | |
| "consent-policy": "Annotators agree using the dataset for research purpose.", | |
| "consent-other": "Any", | |
| "no-consent-justification": "N/A" | |
| }, | |
| "pii": { | |
| "has-pii": "no PII", | |
| "no-pii-justification": "The slots and values as well as utterances do not contain any personal information.", | |
| "is-pii-identified": "N/A", | |
| "pii-identified-method": "N/A", | |
| "is-pii-replaced": "N/A", | |
| "pii-replaced-method": "N/A", | |
| "pii-categories": [] | |
| }, | |
| "maintenance": { | |
| "has-maintenance": "yes", | |
| "description": "Building a leaderboard webpage to trace and display the latest results on the [dataset](https://terryqj0107.github.io/RiSAWOZ_webpage/)", | |
| "contact": "Deyi Xiong (dyxiong@tju.edu.cn)", | |
| "contestation-mechanism": "contact maintainer", | |
| "contestation-link": "Deyi Xiong (dyxiong@tju.edu.cn)", | |
| "contestation-description": "N/A" | |
| } | |
| }, | |
| "gem": { | |
| "rationale": { | |
| "sole-task-dataset": "yes", | |
| "distinction-description": "The corpus contains rich semantic annotations, such as ellipsis and coreference, in addition to traditional dialogue annotations (dialogue states, dialogue acts, etc.), which can be used in various tasks in dialogue system.\n", | |
| "contribution": "RiSAWOZ is the first large-scale multi-domain Chinese Wizard-of-Oz dataset with rich semantic annotations.", | |
| "sole-language-task-dataset": "no", | |
| "model-ability": "Natural Language Understanding, Dialogue State Tracking, Dialogue Context-to-Text Generation, Coreference Resolution, Unified Generative Ellipsis and Coreference Resolution" | |
| }, | |
| "curation": { | |
| "has-additional-curation": "no", | |
| "modification-types": [], | |
| "modification-description": "N/A", | |
| "has-additional-splits": "no", | |
| "additional-splits-description": "N/A", | |
| "additional-splits-capacicites": "N/A" | |
| }, | |
| "starting": { | |
| "research-pointers": "[Website](https://terryqj0107.github.io/RiSAWOZ_webpage)", | |
| "technical-terms": "- In task-oriented dialogue system, the Natural Language Understanding (NLU) module aims to convert the user utterance into the representation that computer can understand, which includes intent and dialogue act (slot & value) detection.\n- Dialogue State Tracking (DST) is a core component in task-oriented dialogue systems, which extracts dialogue states (user goals) embedded in dialogue context. It has progressed toward open-vocabulary or generation-based DST where state-of-the-art models can generate dialogue states from dialogue context directly.\n- Context-to-Text Generation: encoding dialogue context to decode system response.\n- Coreference Resolution: predict coreference clusters where all mentions are referring to the same entity for each dialogue.\n- Unified Generative Ellipsis and Coreference Resolution: generating omitted or referred expressions from the dialogue context." | |
| } | |
| }, | |
| "results": { | |
| "results": { | |
| "other-metrics-definitions": "- Natural Language Understanding:\n - F1 score: F1 score of user intent.\n- Dialogue State Tracking:\n - Joint Accuracy: accuracy of turn-level dialogue states.\n- Dialogue Context-to-Text Generation:\n - inform rate: measures the percentage that the output contains the appropriate entity the user asks for.\n - success rate: estimates the proportion that all the requested attributes have been answered.\n - BLEU: the BLEU score of generated system response.\n - Combined Score: (inform + success) \u2217 0.5 + BLEU as an overall\n quality.\n- Coreference Resolution:\n - MUC F1 Score: a link-based metric. Mentions in the same entity/cluster are considered \u201clinked\u201d. MUC penalizes the missing links and incorrect links, each with the same weight.\n - B3 F1 Score: a mention-based metric.The evaluation score depends on the fraction of the correct mentions included in the response entities (i.e. entities created by the system).\n - CEAF\u03c64 F1 Score: a metric which assumes each key entity should only be mapped to one response entity, and vice versa. It aligns the key entities (clusters) with the response entities in the best way, and compute scores from that alignment.\n - Average F1 Score: an average F1 score of the above three metrics.\n- Unified Generative Ellipsis and Coreference Resolution:\n - Exact Match Rate: measures whether the generated utterances exactly match the ground-truth utterances.\n - BLEU: the BLEU score of generated utterances\n - Resolution F1: comparing machine-generated words with ground-truth words only from the ellipsis/coreference part of user utterances.", | |
| "has-previous-results": "yes", | |
| "current-evaluation": "same as our dataset", | |
| "previous-results": "Joint Accuracy, Inform Rate, Success Rate, BLEU Score and Combined Score on MultiWOZ and CrossWOZ dataset. ", | |
| "model-abilities": "Natural Language Understanding, Dialogue State Tracking, Dialogue Context-to-Text Generation, Coreference Resolution, Unified Generative Ellipsis and Coreference Resolution", | |
| "metrics": [ | |
| "Other: Other Metrics" | |
| ], | |
| "original-evaluation": "see \"Definitions of other metrics\"" | |
| } | |
| }, | |
| "considerations": { | |
| "pii": { | |
| "risks-description": "None" | |
| }, | |
| "licenses": { | |
| "dataset-restrictions-other": "N/A", | |
| "data-copyright-other": "N/A", | |
| "dataset-restrictions": [ | |
| "open license - commercial use allowed" | |
| ], | |
| "data-copyright": [ | |
| "open license - commercial use allowed" | |
| ] | |
| }, | |
| "limitations": { | |
| "data-technical-limitations": "None", | |
| "data-unsuited-applications": "Using the trained model on domains that are not included in the 12 domains selected for this dataset.", | |
| "data-discouraged-use": "Designing models that leverage unknown bias in the dataset to optimize specific metrics." | |
| } | |
| }, | |
| "context": { | |
| "previous": { | |
| "is-deployed": "no", | |
| "described-risks": "N/A", | |
| "changes-from-observation": "N/A" | |
| }, | |
| "underserved": { | |
| "helps-underserved": "yes", | |
| "underserved-description": "RiSAWOZ is the first large-scale multi-domain Chinese Wizard-of-Oz dataset with rich semantic annotations." | |
| }, | |
| "biases": { | |
| "has-biases": "no", | |
| "bias-analyses": "N/A", | |
| "speaker-distibution": "yes" | |
| } | |
| } | |
| } |