[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"product:surveygo":3},{"id":4,"name":5,"slug":6,"slogan":7,"description":8,"organization":9,"images":10,"avatar_url":11,"image_url":12,"website_url":13,"access_links":14,"status":19,"build_by":20,"categories":21,"stats":31,"create_at":37,"update_at":38,"owner_id":39,"upload_user_id":40,"reviewer_id":23,"video_info":40,"prerelease_cover_url":41,"scheduled_publish_at":40,"user_scheduled":42,"emoji_reacts":43,"tag":45,"pass_review":40,"upload_relationship":53,"user_star":42},83,"SurveyGO","surveygo","SurveyGO 是一个可以创建、分享和参与各种调查的在线平台，涵盖了多个领域和主题。","{\"type\": \"doc\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"【产品概述】\", \"type\": \"text\"}, {\"type\": \"hardBreak\"}, {\"text\": \"SurveyGO\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \"（卷姬）是由清华大学与面壁智能联合开源的 AI 论文写作工具，专门用于学术文献综述的自动化生成。该工具采用先进的 LLMxMapReduce-V2 技术框架，能够根据用户输入的主题快速生成结构严谨、引用可靠的学术综述。\", \"type\": \"text\"}]}, {\"type\": \"paragraph\"}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"【核心技术特点】\", \"type\": \"text\"}]}, {\"type\": \"orderedList\", \"attrs\": {\"type\": null, \"start\": 1}, \"content\": [{\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"LLMxMapReduce-V2 框架\", \"type\": \"text\"}, {\"type\": \"hardBreak\"}, {\"text\": \"SurveyGO 的核心采用 LLMxMapReduce-V2 框架，通过文本卷积算法实现多文献信息的高效聚合。不同于传统检索增强生成技术，SurveyGO 借鉴卷积神经网络原理，逐步将局部文献信息整合为全局知识结构。\", \"type\": \"text\"}]}]}, {\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"信息熵和卷积机制\", \"type\": \"text\"}, {\"type\": \"hardBreak\"}, {\"text\": \"MapReduce-V2 是一种开源写作框架，通过信息熵和卷积机制指导大模型生成结构清晰的长文档。它无需特定模型或微调，只需按步骤生成内容，适用于自动报告、长文生成等项目。\", \"type\": \"text\"}]}]}]}, {\"type\": \"paragraph\"}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"【主要功能】\", \"type\": \"text\"}]}, {\"type\": \"orderedList\", \"attrs\": {\"type\": null, \"start\": 1}, \"content\": [{\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"一键生成文献综述\", \"type\": \"text\"}, {\"type\": \"hardBreak\"}, {\"text\": \"用户只需输入研究主题，SurveyGO 就能自动搜集相关文献，并生成结构完整的学术综述，大大提升了科研人员的工作效率。\", \"type\": \"text\"}]}]}, {\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"智能文献聚合\", \"type\": \"text\"}, {\"type\": \"hardBreak\"}, {\"text\": \"系统能够智能地将多篇相关文献的信息进行整合和分析，形成连贯的学术观点和研究脉络。\", \"type\": \"text\"}]}]}, {\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"结构化输出\", \"type\": \"text\"}, {\"type\": \"hardBreak\"}, {\"text\": \"生成的综述具有清晰的结构层次，包括研究背景、现状分析、挑战与解决方案等标准学术写作格式。\", \"type\": \"text\"}]}]}]}, {\"type\": \"paragraph\"}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"【应用场景】\", \"type\": \"text\"}, {\"type\": \"hardBreak\"}, {\"text\": \"SurveyGO 特别适合以下用户群体：\", \"type\": \"text\"}]}, {\"type\": \"bulletList\", \"content\": [{\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"科研人员\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \"：快速了解某一领域的研究现状\", \"type\": \"text\"}]}]}, {\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"研究生和博士生\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \"：撰写文献综述章节\", \"type\": \"text\"}]}]}, {\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"学术机构\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \"：进行领域调研和趋势分析\", \"type\": \"text\"}]}]}, {\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"企业研发团队\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \"：技术调研和竞品分析\", \"type\": \"text\"}]}]}]}]}","清华NLP","https:\u002F\u002Ftos.watcha.cn\u002Fproducts\u002Fimage\u002F1752246895_surveygo.png;https:\u002F\u002Ftos.watcha.cn\u002Fproducts\u002Fimage\u002F1752246897_surveygo_1.png;https:\u002F\u002Ftos.watcha.cn\u002Fproducts\u002Fimage\u002F1752246898_surveygo_2.png","https:\u002F\u002Ftos.watcha.cn\u002Fproducts\u002Flogo\u002F1752246894_surveygo.png","https:\u002F\u002Ftos.watcha.cn\u002Fproducts\u002Fcover\u002F1752246899_surveygo.png","https:\u002F\u002Fsurveygo.modelbest.cn\u002F",{"items":15},[16],{"platform":17,"url":13,"is_primary":18},"WEB",true,"PUBLISHED",[],[22,25,28],{"id":23,"name":24},2,"写作辅助",{"id":26,"name":27},8,"知识管理",{"id":29,"name":30},9,"科研辅助",{"upvotes":32,"stars":26,"review_count":33,"reply_count":23,"score":34,"hot_score":35,"update_at":36},5,6,4.364905634363539,2.77342838176024e-9,"2026-09-08T04:58:37.924Z","2025-07-11T15:52:25.851Z","2025-12-31T10:49:51.553Z",0,null,"",false,{"reacts":44},[],{"items":46},[47,50],{"id":48,"name":49,"sort_order":39},4,"Web",{"id":51,"name":52,"sort_order":39},12,"中国大陆","THIRD_PARTY"]