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Our datasets include clinics and hospitals to enable clinical insights and medical automation.",[140,143,146,149,152,155,158,161,164,167,170,173,176,179,182,185,188,191,194],{"name":141,"value":142},"Operating Theatre \u002F OR","37",{"name":144,"value":145},"Consultation Room","38",{"name":147,"value":148},"Treatment Room","39",{"name":150,"value":151},"Dental Clinic","40",{"name":153,"value":154},"Inpatient Ward","41",{"name":156,"value":157},"Nurse Station","42",{"name":159,"value":160},"ICU","43",{"name":162,"value":163},"NICU (Neonatal ICU)","44",{"name":165,"value":166},"Emergency Room (ER)","45",{"name":168,"value":169},"Hospital Corridor","46",{"name":171,"value":172},"Waiting Area","47",{"name":174,"value":175},"CT\u002FMRI","48",{"name":177,"value":178},"Medical Laboratory","49",{"name":180,"value":181},"Phlebotomy Room","50",{"name":183,"value":184},"Rehabilitation Gym","51",{"name":186,"value":187},"Assisted Living Room","52",{"name":189,"value":190},"Pharmacy","53",{"name":192,"value":193},"Sterile Processing Dept","54",{"name":195,"value":196},"Medical Storage","55",{"name":198,"value":17,"add_value":199,"describe":200,"children":201},"Business & Public Service","business","AI is elevating commercial and public services. 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E-commerce","智能客服：通过自然语言对话理解用户需求，提供产品推荐、订单查询、退换货支持等服务，提升客户满意度。\n个性化营销推荐：基于用户浏览、购买、偏好等行为数据，生成个性化推荐内容与优惠策略，提高转化率和客单价。\n商品内容生成：自动撰写商品标题、卖点描述、使用说明等内容，适用于海量SKU的内容生产与多语言发布。","buy",{"id":520,"value":520,"name":521,"intro":522,"add_value":523,"describe":8},10,"Security & Protection",null,"safe-shield-line",{"id":525,"value":525,"name":526,"intro":522,"add_value":527,"describe":8},11,"Environment & Climate","weather",{"id":529,"value":529,"name":530,"intro":522,"add_value":531,"describe":8},12,"Energy & Resource","energy-leaf",{"id":533,"value":533,"name":534,"intro":522,"add_value":535,"describe":8},13,"Express & Logistics","speed-outline",{"id":537,"value":537,"name":538,"intro":522,"add_value":539,"describe":8},15,"Sports","baseball-outline",{"id":541,"value":541,"name":542,"intro":522,"add_value":543,"describe":8},16,"General Data","daily-booth",{"id":545,"value":545,"name":546,"intro":522,"add_value":547,"describe":8},17,"Content & 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Culture","lang",{"id":564,"unique_code":565,"title":566,"icon":8,"intro":567,"cate":483,"detail":568,"create_time":569,"update_time":570,"price":571,"view_count":572,"download_count":573,"unit":573,"amount":574,"is_create_order":573,"enterprise_id":488,"seo_keywords":575,"seo_description":576,"data_format":577,"file_size":578,"apply_scene":579,"training_task":580,"version":581,"dataset_type_id":488,"dataset_scene_id":549,"sample_file":522,"banner":8,"unit_name":8,"cate_name":449,"icon_url":8,"banner_url":8,"sample_file_url":8,"data_dict":582,"qa_list":623,"sample_metadatas":640,"text_sample_content":672,"enterprise_name":673,"enterprise_logo":674,"data_distribution":675},1064,"51968fff8e2af2d9d222cca0fa72a853","Parallel Corpus Dataset of Land-Use Zoning and Development Control Texts","Train models to translate land use planning controls with aligned texts and domain-specific terminology.","\u003Cp>This corpus pairs source texts with target-language translations of regulatory clauses from land use planning, including zoning controls, permitted uses, development restrictions, and planning controls. It captures formal regulatory phrasing and cross-language equivalents for planning terminology. Fields for translation instructions, language information, clause categories, and aligned terms support supervised instruction tuning, model training and evaluation, and terminology research.\u003C\u002Fp>","2026-10-09 18:17:10","2026-10-19 17:20:22","0.00",35,0,5000,"land use planning corpus, zoning translation, development control texts, planning regulation translation, parallel corpus, terminology alignment, instruction tuning data","Parallel translations of zoning, permitted-use, and development restriction clauses for training and evaluating planning regulation translation models.","JSON","0.4GB","land use planning, zoning regulation translation, urban development management","machine translation, terminology alignment, domain-specific text translation","V1.0",[583,588,593,598,603,608,613,618],{"id":573,"name":584,"field":585,"intro":586,"type":587},"File Name","file_name","File name","string",{"id":589,"name":590,"field":591,"intro":592,"type":587},7728,"Clause Category","clause_type","Category of the control addressed by the clause, such as zoning, permitted uses, development restrictions, or planning controls.",{"id":594,"name":595,"field":596,"intro":597,"type":587},7729,"Source Clause","source_text","Original land use planning regulation or control clause to be translated.",{"id":599,"name":600,"field":601,"intro":602,"type":587},7730,"Target Translation","target_text","Reference translation in the target language corresponding to the source clause.",{"id":604,"name":605,"field":606,"intro":607,"type":587},7731,"Source Language","source_language","Name or language code of the language used in the source clause.",{"id":609,"name":610,"field":611,"intro":612,"type":587},7732,"Target Language","target_language","Name or language code of the language used in the target translation.",{"id":614,"name":615,"field":616,"intro":617,"type":587},7733,"Translation Instruction","instruction_text","Supervised translation task instruction based on the source and target languages and the planning regulation context.",{"id":619,"name":620,"field":621,"intro":622,"type":587},7734,"Aligned Terminology","aligned_terminology","Corresponding planning terms and expressions in the source and target languages; may include multiple term pairs.",[624,628,632,636],{"id":625,"question":626,"answer":627},5703,"What types of texts does the corpus cover?","It focuses on regulatory texts used in land use planning, including zoning controls, permitted uses, development restrictions, and planning controls. Source clauses are paired with their target-language translations.",{"id":629,"question":630,"answer":631},5704,"What fields are included, and how can the corpus be used for training?","Fields include source text, target text, source and target languages, translation instructions, clause categories, and aligned terminology. They support supervised instruction tuning, machine translation training, terminology consistency research, and model evaluation. Check the actual data files for the available language pairs and dataset size.",{"id":633,"question":634,"answer":635},5705,"How can I access and use the corpus?","Obtain it through the dataset release page or the provider's designated channel, and consult the accompanying documentation for file format, language pairs, and field details. Before use, you can filter examples by clause category and check the alignment between source texts and translations.",{"id":637,"question":638,"answer":639},5706,"What are the licensing terms and suitable use cases?","Suitable uses include translating land use planning regulations, handling domain terminology, and developing related models. Commercial use, redistribution, and other permissions depend on the provider's license. Verify copyright, permitted uses, and restrictions before use.",[641,654,663],{"id":642,"relate_table":643,"relate_id":644,"file_size":573,"file_name":8,"path":8,"duration":573,"cate":483,"file_format":8,"audio_rate":8,"audio_channel":522,"audio_bit_depth":522,"quality":8,"annotation":645,"cate_name":646,"clause_type":647,"source_text":648,"target_text":649,"source_language":650,"target_language":651,"instruction_text":652,"aligned_terminology":653},14594,"union_cubo",141157615,"{\"clause_type\": \"Conservation zoning and development controls\", \"source_text\": \"Within the ecological conservation zone, only uses related to nature conservation, environmental monitoring, and low-impact trails are permitted. Any new structure shall require planning permission and shall maintain a setback of not less than 30 meters from the riverbank line. Native vegetation shall not be cleared, except for works carried out to eliminate imminent safety risks.\", \"target_text\": \"Within the ecological conservation zone, only uses related to nature conservation, environmental monitoring, and low-impact trails are permitted. Any new structure requires planning permission and must be set back at least 30 metres from the riverbank. Native vegetation must not be cleared, except for works undertaken to address an imminent safety risk.\", \"source_language\": \"Chinese (Simplified)\", \"target_language\": \"English\", \"instruction_text\": \"Translate the Chinese planning-control clause into English. Preserve the restricted list of permitted uses, the planning-permission requirement, the minimum riverbank setback, and the narrowly stated exception to the vegetation-clearing prohibition.\", \"aligned_terminology\": \"ecological conservation zone — ecological conservation zone; low-impact trail — low-impact trail; setback — setback; native vegetation — native vegetation\"}","文本","Conservation zoning and development controls","Within the ecological conservation zone, only uses related to nature conservation, environmental monitoring, and low-impact trails are permitted. Any new structure shall require planning permission and shall maintain a setback of not less than 30 meters from the riverbank line. Native vegetation shall not be cleared, except for works carried out to eliminate imminent safety risks.","Within the ecological conservation zone, only uses related to nature conservation, environmental monitoring, and low-impact trails are permitted. Any new structure requires planning permission and must be set back at least 30 metres from the riverbank. Native vegetation must not be cleared, except for works undertaken to address an imminent safety risk.","Chinese (Simplified)","English","Translate the Chinese planning-control clause into English. Preserve the restricted list of permitted uses, the planning-permission requirement, the minimum riverbank setback, and the narrowly stated exception to the vegetation-clearing prohibition.","ecological conservation zone — ecological conservation zone; low-impact trail — low-impact trail; setback — setback; native vegetation — native vegetation",{"id":655,"relate_table":643,"relate_id":656,"file_size":573,"file_name":8,"path":8,"duration":573,"cate":483,"file_format":8,"audio_rate":8,"audio_channel":522,"audio_bit_depth":522,"quality":8,"annotation":657,"cate_name":646,"clause_type":658,"source_text":659,"target_text":660,"source_language":650,"target_language":651,"instruction_text":661,"aligned_terminology":662},14593,1235150128,"{\"clause_type\": \"Development restrictions and site design controls\", \"source_text\": \"Within the light industrial zone, the site coverage of any new or expanded building shall not exceed 55% of the site area, and the building height shall not exceed 18 meters. A landscaped setback of not less than 6 meters in width shall be provided along the boundary of any site abutting a public road, and it shall not be used for parking or loading and unloading.\", \"target_text\": \"Within the light industrial zone, the site coverage of any new or extended building must not exceed 55% of the site area, and building height must not exceed 18 metres. A landscaped setback at least 6 metres wide must be provided along the site boundary adjoining a public road; it must not be used for parking or loading and unloading.\", \"source_language\": \"Chinese (Simplified)\", \"target_language\": \"English\", \"instruction_text\": \"Translate the Chinese development-control clause into English. Retain all numerical limits, the requirement for a landscaped setback, and the stated prohibitions on its use.\", \"aligned_terminology\": \"light industrial zone — light industrial zone; site coverage — site coverage; landscaped setback — landscaped setback; loading and unloading — loading and unloading\"}","Development restrictions and site design controls","Within the light industrial zone, the site coverage of any new or expanded building shall not exceed 55% of the site area, and the building height shall not exceed 18 meters. A landscaped setback of not less than 6 meters in width shall be provided along the boundary of any site abutting a public road, and it shall not be used for parking or loading and unloading.","Within the light industrial zone, the site coverage of any new or extended building must not exceed 55% of the site area, and building height must not exceed 18 metres. A landscaped setback at least 6 metres wide must be provided along the site boundary adjoining a public road; it must not be used for parking or loading and unloading.","Translate the Chinese development-control clause into English. Retain all numerical limits, the requirement for a landscaped setback, and the stated prohibitions on its use.","light industrial zone — light industrial zone; site coverage — site coverage; landscaped setback — landscaped setback; loading and unloading — loading and unloading",{"id":664,"relate_table":643,"relate_id":665,"file_size":573,"file_name":8,"path":8,"duration":573,"cate":483,"file_format":8,"audio_rate":8,"audio_channel":522,"audio_bit_depth":522,"quality":8,"annotation":666,"cate_name":646,"clause_type":667,"source_text":668,"target_text":669,"source_language":650,"target_language":651,"instruction_text":670,"aligned_terminology":671},14592,2014767713,"{\"clause_type\": \"Zoning and permitted uses\", \"source_text\": \"Within the waterfront mixed-use zone, residential uses and retail uses are both permitted uses; the retail sales area shall not exceed 40% of the total gross floor area of the ground floor. Food and beverage uses may be established only after obtaining planning permission.\", \"target_text\": \"Within the waterfront mixed-use zone, residential and retail uses are permitted uses. The floor area occupied by retail uses must not exceed 40% of the total ground-floor area. Food and beverage uses may be established only with planning permission.\", \"source_language\": \"Chinese (Simplified)\", \"target_language\": \"English\", \"instruction_text\": \"Translate the Chinese planning-control clause into English. Preserve its mandatory and permissive wording, the 40% limit, and the distinction between permitted uses and uses requiring planning permission.\", \"aligned_terminology\": \"waterfront mixed-use zone — waterfront mixed-use zone; permitted use — permitted use; planning permission — planning permission\"}","Zoning and permitted uses","Within the waterfront mixed-use zone, residential uses and retail uses are both permitted uses; the retail sales area shall not exceed 40% of the total gross floor area of the ground floor. Food and beverage uses may be established only after obtaining planning permission.","Within the waterfront mixed-use zone, residential and retail uses are permitted uses. The floor area occupied by retail uses must not exceed 40% of the total ground-floor area. Food and beverage uses may be established only with planning permission.","Translate the Chinese planning-control clause into English. Preserve its mandatory and permissive wording, the 40% limit, and the distinction between permitted uses and uses requiring planning permission.","waterfront mixed-use zone — waterfront mixed-use zone; permitted use — permitted use; planning permission — planning permission","{\"clause_type\":\"Conservation zoning and development controls\",\"source_text\":\"Within the ecological conservation zone, only uses related to nature conservation, environmental monitoring, and low-impact trails are permitted. Any new structure shall require planning permission and shall maintain a setback of not less than 30 meters from the riverbank line. Native vegetation shall not be cleared, except for works carried out to eliminate imminent safety risks.\",\"target_text\":\"Within the ecological conservation zone, only uses related to nature conservation, environmental monitoring, and low-impact trails are permitted. Any new structure requires planning permission and must be set back at least 30 metres from the riverbank. Native vegetation must not be cleared, except for works undertaken to address an imminent safety risk.\",\"source_language\":\"Chinese (Simplified)\",\"target_language\":\"English\",\"instruction_text\":\"Translate the Chinese planning-control clause into English. Preserve the restricted list of permitted uses, the planning-permission requirement, the minimum riverbank setback, and the narrowly stated exception to the vegetation-clearing prohibition.\",\"aligned_terminology\":\"ecological conservation zone — ecological conservation zone; low-impact trail — low-impact trail; setback — setback; native vegetation — native vegetation\"}","MOBIUSI INC","https:\u002F\u002Fstatic.mobiusi.com\u002Fmobiwusi\u002F20250829\u002F7bf4ac62b4533e2b809998a6f1c5491e.png?Expires=1792463130&OSSAccessKeyId=LTAI5tH8MQqhgeiAtrzCHrxM&Signature=v6Tr8jBrdm4s5wU1SnnyGsYg%2Bhw%3D&x-oss-process=image%2Fresize%2Cm_fill%2Cw_35%2Ch_35",[676,682],{"type":677,"title":678,"count_data":679},"bar","Length distribution",[680],{"name":681,"value":483},"1k lower",{"type":683,"title":684,"count_data":685},"pie","Language distribution",[686],{"name":651,"value":483}]