init README of deepdoc, add picture processer. (#71)

* init README of deepdoc, add picture processer.

* add resume parsing

deepdoc/parser/resume/entities/res/corp.tks.freq.json

@@ -0,0 +1,65 @@
+[
+        "科技",
+        "集团",
+        "网络科技",
+        "技术",
+        "信息",
+        "分公司",
+        "信息技术",
+        "发展",
+        "科技股份",
+        "网络",
+        "贸易",
+        "商贸",
+        "工程",
+        "企业",
+        "集团股份",
+        "商务",
+        "工业",
+        "控股集团",
+        "国际贸易",
+        "软件技术",
+        "数码科技",
+        "软件开发",
+        "有限",
+        "经营",
+        "科技开发",
+        "股份公司",
+        "电子技术",
+        "实业集团",
+        "责任",
+        "无限",
+        "工程技术",
+        "上市公司",
+        "技术开发",
+        "软件系统",
+        "总公司",
+        "网络服务",
+        "ltd.",
+        "technology",
+        "company",
+        "服务公司",
+        "计算机技术",
+        "计算机软件",
+        "电子信息",
+        "corporation",
+        "计算机服务",
+        "计算机系统",
+	"有限公司",
+	"事业部",
+	"公司",
+	"股份",
+	"有限责任",
+	"软件",
+	"控股",
+	"高科技",
+	"房地产",
+	"事业群",
+	"部门",
+	"电子商务",
+	"人力资源顾问",
+	"人力资源",
+	"株式会社",
+	"网络营销"
+]
+

deepdoc/parser/resume/entities/res/good_corp.json

@@ -0,0 +1,911 @@
+[
+    "google assistant investments",
+    "amazon",
+    "dingtalk china information",
+    "zhejiang alibaba communication",
+    "yunos",
+    "腾讯云",
+    "新浪新闻",
+    "网邻通",
+    "蚂蚁集团",
+    "大疆",
+    "恒生股份",
+    "sf express",
+    "智者天下",
+    "shanghai hema network",
+    "papayamobile",
+    "lexinfintech",
+    "industrial consumer finance",
+    "360搜索",
+    "世纪光速",
+    "迅雷区块链",
+    "赛盒科技",
+    "齐力电子商务",
+    "平安养老险",
+    "平安证券",
+    "平安好贷",
+    "五八新服",
+    "呯嘭智能",
+    "阿里妈妈",
+    "mdt",
+    "tencent",
+    "weibo",
+    "浪潮软件",
+    "阿里巴巴广告",
+    "mashang consumer finance",
+    "维沃",
+    "hqg , limited",
+    "moodys",
+    "搜狐支付",
+    "百度秀",
+    "新浪服务",
+    "零售通",
+    "同城艺龙",
+    "虾米音乐",
+    "贝壳集团",
+    "小米有品",
+    "滴滴自动驾驶",
+    "图记",
+    "阿里影业",
+    "卓联软件",
+    "zhejiang tmall",
+    "谷歌中国",
+    "hithink flush",
+    "时装科技",
+    "程会玩国际旅行社",
+    "amazon china holding limited",
+    "中信消金",
+    "当当比特物流",
+    "新浪新媒体咨询",
+    "tongcheng network",
+    "金山在线",
+    "shopping cart",
+    "犀互动",
+    "五八",
+    "bilibili",
+    "阿里星球",
+    "滴滴金科服务",
+    "美团",
+    "哈啰出行",
+    "face",
+    "平安健康",
+    "招商银行",
+    "连亚",
+    "盒马网络",
+    "b站",
+    "华为机器",
+    "shanghai mdt infotech",
+    "ping an healthkonnect",
+    "beijing home link real estate broker",
+    "花海仓",
+    "beijing jingdong shangke information",
+    "微影智能",
+    "酷狗游戏",
+    "health.pingan.com",
+    "众安",
+    "陌陌",
+    "海康威视数字",
+    "同程网",
+    "艾丁金融",
+    "知乎",
+    " lu",
+    "国际商业机器公司",
+    "捷信消费金融",
+    "恒生利融",
+    "china merchants bank",
+    "企鹅电竞",
+    "捷信信驰",
+    "360智能家居",
+    "小桔车服",
+    "homecredit",
+    "皮皮虾",
+    "畅游",
+    "聚爱聊",
+    "suning.com",
+    "途牛旅游网",
+    "花呗",
+    "盈店通",
+    "sina",
+    "阿里巴巴音乐",
+    "华为技术有限公司",
+    "国付宝",
+    "shanghai lianshang network",
+    "oppo",
+    "华为投资控股",
+    "beijing sohu new media information",
+    "times square",
+    "菜鸟物流",
+    "lingxing",
+    "jd digits",
+    "同程旅游",
+    "分期乐",
+    "火锅视频",
+    "天天快报",
+    "猎豹移动",
+    "五八人力资源",
+    "宝宝树",
+    "顺丰科技",
+    "上海西翠",
+    "诗程文化传播",
+    "dewu",
+    "领星网络",
+    "aliexpress",
+    "贝塔通科技",
+    "链家",
+    "花小猪",
+    "趣输入",
+    "搜狐新媒体",
+    "一淘",
+    "56",
+    "qq阅读",
+    "青桔单车",
+    "iflytek",
+    "每日优鲜电子商务",
+    "腾讯觅影",
+    "微医",
+    "松果网",
+    "paypal",
+    "递瑞供应链管理",
+    "领星",
+    "qunar",
+    "三快",
+    "lu.com",
+    "携程旅行网",
+    "新潮传媒",
+    "链家经纪",
+    "景域文化",
+    "阿里健康",
+    "pingpeng",
+    "聚划算",
+    "零机科技",
+    "街兔电单车",
+    "快乐购",
+    "华为数字能源",
+    "搜狐",
+    "陆家嘴国际金融资产交易市场",
+    "nanjing tuniu",
+    "亚马逊",
+    "苏宁易购",
+    "携程旅游",
+    "苏宁金服",
+    "babytree",
+    "悟空问答",
+    "同花顺",
+    "eastmoney",
+    "浪潮信息",
+    "滴滴智慧交通",
+    "beijing ruixun lingtong",
+    "平安综合金融服务",
+    "爱奇艺",
+    "小米集团",
+    "华为云",
+    "微店",
+    "恒生集团",
+    "网易有道",
+    "boccfc",
+    "世纪思速科技",
+    "海康消防",
+    "beijing xiaomi",
+    "众安科技",
+    "五八同城",
+    "霆程汽车租赁",
+    "云卖分销",
+    "乐信集团",
+    "蚂蚁",
+    "舶乐蜜电子商务",
+    "支付宝中国",
+    "砖块消消消",
+    "vivo",
+    "阿里互娱",
+    "中国平安",
+    "lingxihudong",
+    "百度网盘",
+    "1号店",
+    "字节跳动",
+    "京东科技",
+    "驴妈妈兴旅国际旅行社",
+    "hangzhou alibaba music",
+    "xunlei",
+    "灵犀互动娱乐",
+    "快手",
+    "youtube",
+    "连尚慧眼",
+    "腾讯体育",
+    "爱商在线",
+    "酷我音乐",
+    "金融壹账通",
+    "搜狗服务",
+    "banma information",
+    "a站",
+    "罗汉堂",
+    "薇仕网络",
+    "搜狐新闻",
+    "贝宝",
+    "薇仕",
+    "口袋时尚科技",
+    "穆迪咨询",
+    "新狐投资管理",
+    "hikvision",
+    "alimama china holding limited",
+    "超聚变数字",
+    "腾讯视频",
+    "恒生电子",
+    "百度游戏",
+    "绿洲",
+    "木瓜移动",
+    "红袖添香",
+    "店匠科技",
+    "易贝",
+    "一淘网",
+    "博览群书",
+    "唯品会",
+    "lazglobal",
+    "amap",
+    "芒果网",
+    "口碑",
+    "海康慧影",
+    "腾讯音乐娱乐",
+    "网易严选",
+    "微信",
+    "shenzhen lexin holding",
+    "hangzhou pingpeng intelligent",
+    "连尚网络",
+    "海思",
+    "isunor",
+    "蝉翼",
+    "阿里游戏",
+    "广州优视",
+    "优视",
+    "腾讯征信",
+    "识装",
+    "finserve.pingan.com",
+    "papaya",
+    "阅文",
+    "平安健康保险",
+    "考拉海购",
+    "网易印象",
+    "wifi万能钥匙",
+    "新浪互联服务",
+    "亚马逊云科技",
+    "迅雷看看",
+    "华为朗新科技",
+    "adyen hong kong limited",
+    "谷歌",
+    "得物",
+    "网心",
+    "cainiao network",
+    "沐瞳",
+    "linkedln",
+    "hundsun",
+    "阿里旅行",
+    "珍爱网",
+    "阿里巴巴通信",
+    "金山奇剑",
+    "tongtool",
+    "华为安捷信电气",
+    "快乐时代",
+    "平安寿险",
+    "微博",
+    "微跳蚤",
+    "oppo移动通信",
+    "毒",
+    "alimama",
+    "shoplazza",
+    "shenzhen dianjiang science and",
+    "众鸣世科",
+    "平安金融",
+    "狐友",
+    "维沃移动通信",
+    "tobosoft",
+    "齐力电商",
+    "ali",
+    "诚信通",
+    "行吟",
+    "跳舞的线",
+    "橙心优选",
+    "众安健康",
+    "亚马逊中国投资",
+    "德絮投资管理中心合伙",
+    "招联消费金融",
+    "百度文学",
+    "芝麻信用",
+    "阿里零售通",
+    "时装",
+    "花样直播",
+    "sogou",
+    "uc",
+    "海思半导体",
+    "zhongan online p&c insurance",
+    "新浪数字",
+    "驴妈妈旅游网",
+    "华为数字能源技术",
+    "京东数科",
+    "oracle",
+    "xiaomi",
+    "nyse",
+    "阳光消费金融",
+    "天天动听",
+    "大众点评",
+    "上海瑞家",
+    "trustpass",
+    "hundsun technologies",
+    "美团小贷",
+    "ebay",
+    "通途",
+    "tcl",
+    "鸿蒙",
+    "酷狗计算机",
+    "品诺保险",
+    "capitalg",
+    "康盛创想",
+    "58同城",
+    "闲鱼",
+    "微软",
+    "吉易付科技",
+    "理财通",
+    "ctrip",
+    "yy",
+    "华为数字",
+    "kingsoft",
+    "孙宁金融",
+    "房江湖经纪",
+    "youku",
+    "ant financial services group",
+    "盒马",
+    "sensetime",
+    "伊千网络",
+    "小豹ai翻译棒",
+    "shopify",
+    "前海微众银行",
+    "qd",
+    "gmail",
+    "pingpong",
+    "alibaba group holding limited",
+    "捷信时空电子商务",
+    "orientsec",
+    "乔戈里管理咨询",
+    "ant",
+    "锐讯灵通",
+    "兴业消费金融",
+    "京东叁佰陆拾度电子商务",
+    "新浪",
+    "优酷土豆",
+    "海康机器人",
+    "美团单车",
+    "海康存储",
+    "领英",
+    "阿里全球速卖通",
+    "美菜网",
+    "京邦达",
+    "安居客",
+    "阿里体育",
+    "相互宝",
+    "cloudwalk",
+    "百度智能云",
+    "贝壳",
+    "酷狗",
+    "sunshine consumer finance",
+    "掌宜",
+    "奇酷网",
+    "核新同花顺",
+    "阿里巴巴影业",
+    "节创",
+    "学而思网校",
+    "速途",
+    "途牛",
+    "阿里云计算",
+    "beijing sensetime",
+    "alibaba cloud",
+    "西瓜视频",
+    "美团优选",
+    "orient securities limited",
+    "华为朗新",
+    "店匠",
+    "shanghai weishi network",
+    "友盟",
+    "飞猪旅行",
+    "滴滴出行",
+    "alipay",
+    "mogu",
+    "dangdang",
+    "大麦网",
+    "汉军智能系统",
+    "百度地图",
+    "货车帮",
+    "狐狸金服",
+    "众安在线保险经纪",
+    "华为通信",
+    "新浪支付",
+    "zhihu",
+    "alibaba cloud computing",
+    "沙发视频",
+    "金山软件",
+    "ping an good doctor",
+    "携程",
+    "脉脉",
+    "youku information beijing",
+    "zhongan",
+    "艾丁软件",
+    "乒乓智能",
+    "蘑菇街",
+    "taobao",
+    "华为技术服务",
+    "仕承文化传播",
+    "安捷信",
+    "狐狸互联网小额贷款",
+    "节点迅捷",
+    "中国银行",
+    "搜镇",
+    "众安在线",
+    "dingtalk",
+    "云从科技",
+    "beijing jingbangda trade",
+    "moody s",
+    "滚动的天空",
+    "yl.pingan.com",
+    "奇虎",
+    "alihealth",
+    "芒果tv",
+    "lufax",
+    "美团打车",
+    "小桔",
+    "贝壳找房网",
+    "小米科技",
+    "vips",
+    "kindle",
+    "亚马逊服务",
+    "citic consumer finance",
+    "微众",
+    "搜狗智慧互联网医院",
+    "盒马鲜生",
+    "life.pinan.com",
+    "ph.com.cn",
+    "银联",
+    "cmbchina",
+    "平安金融科技咨询",
+    "微保",
+    "甲骨文中国",
+    "飞书",
+    "koubei shanghai information",
+    "企鹅辅导",
+    "斑马",
+    "平安租赁",
+    "云从",
+    "马上消费",
+    "hangzhou ali baba advertising",
+    "金山",
+    "赛盒",
+    "科大讯飞",
+    "金星创业投资",
+    "平安国际融资租赁",
+    "360你财富",
+    "西山居",
+    "shenzhen qianhai fourth paradigm data",
+    "海思光电子",
+    "猎户星空",
+    "网易公司",
+    "浪潮",
+    "粒粒橙传媒",
+    "招联金融",
+    "100. me",
+    "捷信信驰咨询",
+    "唯品仓",
+    "orient",
+    "趣拿",
+    "摩拜单车",
+    "天猫精灵",
+    "菜鸟",
+    "豹小贩",
+    "去哪儿",
+    "米家",
+    "哈啰单车",
+    "搜狐体育",
+    "shopify payments usa",
+    "高德软件",
+    "讯联智付",
+    "乐信",
+    "唯你搭",
+    "第四范式",
+    "菜鸟网络",
+    "同程",
+    "yy语音",
+    "浪潮云",
+    "东财",
+    "淘宝",
+    "寻梦",
+    "citic securities limited",
+    "青橙之旅",
+    "阿里巴巴",
+    "番茄小说",
+    "上海亿贝",
+    "inspur",
+    "babytree inc",
+    "海康智慧产业股权投资基金合伙合伙",
+    "adyen",
+    "艺龙",
+    "蚂蚁金服",
+    "平安金服",
+    "百度百科",
+    "unionpay",
+    "当当",
+    "阅文集团",
+    "东方财富",
+    "东方证券",
+    "哈罗单车",
+    "优酷",
+    "海康",
+    "alipay china network",
+    "网商银行",
+    "钧正",
+    "property.pingan.com",
+    "豹咖啡",
+    "网易",
+    "我爱cba",
+    "theduapp",
+    "360",
+    "金山数字娱乐",
+    "新浪阅读",
+    "alibabagames",
+    "顺丰",
+    "支点商贸",
+    "同程旅行",
+    "citic securities",
+    "ele.com",
+    "tal",
+    "fresh hema",
+    "运满满",
+    "贝壳网",
+    "酷狗音乐",
+    "鲜城",
+    "360健康",
+    "浪潮世科",
+    "迅雷网络",
+    "哔哩哔哩",
+    "华为电动",
+    "淘友天下",
+    "华多网络",
+    "xunlei networking technologies",
+    "云杉",
+    "当当网电子商务",
+    "津虹网络",
+    "wedoc cloud hangzhou holdings",
+    "alisports shanghai",
+    "旷视金智",
+    "钉钉中国",
+    "微影",
+    "金山快快",
+    "亿贝",
+    "wedoc",
+    "autonavi",
+    "哈啰助力车",
+    "google cloud",
+    "新浪乐居",
+    "京东股票",
+    "搜狗智慧远程医疗中心",
+    "中银消金",
+    "merchants union consumer finance",
+    "王者荣耀",
+    "百度手机",
+    "美团民宿",
+    "kaola",
+    "小屋",
+    "金山网络",
+    "来往",
+    "顺丰速运",
+    "腾讯课堂",
+    "百度在线网络",
+    "美团买菜",
+    "威视汽车",
+    "uc mobile",
+    "来赞达",
+    "平安健康医疗",
+    "豹小秘",
+    "尚网",
+    "哈勃投资",
+    " ping an insurance group of china ,",
+    "小米",
+    "360好药",
+    "qq音乐",
+    "lingxigames",
+    "faceu激萌",
+    "搜狗",
+    "sohu",
+    "满帮",
+    "vipshop",
+    "wishpost",
+    "金山世游",
+    "shanghai yibaimi network",
+    "1688",
+    "海康汽车",
+    "顺丰控股",
+    "华为",
+    "妙镜vr",
+    "paybkj.com",
+    "hellobike",
+    "豹来电",
+    "京东",
+    "驴妈妈",
+    "momo",
+    "平安健康险",
+    "哈勃科技",
+    "美菜",
+    "众安在线财产保险",
+    "海康威视",
+    "east money information",
+    "阿里云",
+    "蝉游记",
+    "余额宝",
+    "屋客",
+    "滴滴",
+    "shopify international limited",
+    "百度",
+    "阿里健康中国",
+    "阿里通信",
+    "微梦创科",
+    "微医云",
+    "轻颜相机",
+    "搜易居",
+    "趣店集团",
+    "美团云",
+    "ant group",
+    "金山云",
+    "beijing express hand",
+    "觅觅",
+    "支付宝",
+    "滴滴承信科技咨询服务",
+    "拼多多",
+    "众安运动",
+    "乞力电商",
+    "youcash",
+    "唯品金融",
+    "陆金所",
+    "本地生活",
+    "sz dji",
+    "海康智能",
+    "魔方网聘",
+    "青藤大学",
+    "international business machines",
+    "学而思",
+    "beijing zhongming century science and",
+    "猎豹清理大师",
+    "asinking",
+    "高德",
+    "苏宁",
+    "优酷网",
+    "艾丁",
+    "中银消费金融",
+    "京东健康",
+    "五八教育",
+    "pingpongx",
+    "搜狐时尚",
+    "阿里广告",
+    "平安财险",
+    "中邮消金",
+    "etao",
+    "怕怕",
+    "nyse:cmcm",
+    "华为培训中心",
+    "高德地图",
+    "云狐天下征信",
+    "大疆创新",
+    "连尚",
+    "壹佰米",
+    "康健公司",
+    "iqiyi.com",
+    "360安全云盘",
+    "馒头直播",
+    "淘友网",
+    "东方赢家",
+    "bank of china",
+    "微众银行",
+    "阿里巴巴国际站",
+    "虾米",
+    "去哪儿网",
+    "ctrip travel network shanghai",
+    "潇湘书院",
+    "腾讯",
+    "快乐阳光互动娱乐传媒",
+    "迅雷",
+    "weidian",
+    "滴滴货运",
+    "ping an puhui enterprise management",
+    "新浪仓石基金销售",
+    "搜狐焦点",
+    "alibaba pictures",
+    "wps",
+    "平安",
+    "lazmall",
+    "百度开放平台",
+    "兴业消金",
+    " 珍爱网",
+    "京东云",
+    "小红书",
+    "1688. com",
+    "如视智数",
+    "missfresh",
+    "pazl.pingan.cn",
+    "平安集团",
+    "kugou",
+    "懂车帝",
+    "斑马智行",
+    "浪潮集团",
+    "netease hangzhou network",
+    "pagd.net",
+    "探探",
+    "chinaliterature",
+    "amazon亚马逊",
+    "alphabet",
+    "当当文创手工艺品电子商务",
+    "五八邦",
+    "shenzhen zhenai network information",
+    "lingshoutong",
+    "字节",
+    "lvmama",
+    "金山办公",
+    "众安保险",
+    "时装信息",
+    "优视科技",
+    "guangzhou kugou",
+    "ibm",
+    "滴滴打车",
+    "beijing sogou information service",
+    "megvii",
+    "健谈哥",
+    "cloudwalk group",
+    "蜂联科技",
+    "冬云",
+    "京东尚科",
+    "钢琴块2",
+    "京东世纪",
+    "商汤",
+    "众鸣世纪",
+    "腾讯音乐",
+    "迅雷网文化",
+    "华为云计算技术",
+    "live.me",
+    "全球速卖通",
+    "快的打车",
+    "hello group inc",
+    "美丽说",
+    "suning",
+    "opengauss",
+    "lazada",
+    "tmall",
+    "acfun",
+    "当当网",
+    "中银",
+    "旷视科技",
+    "百度钱包",
+    "淘宝网",
+    "新浪微博",
+    "迅雷集团",
+    "中信消费金融",
+    "学而思教育",
+    "平安普惠",
+    "悟空跨境",
+    "irobotbox",
+    "平安产险",
+    "inspur group",
+    "世纪卓越快递服务",
+    "奇虎360",
+    "webank",
+    "偶藻",
+    "唯品支付",
+    "腾讯云计算",
+    "众安服务",
+    "亿之唐",
+    "beijing 58 information ttechnology",
+    "平安好医生",
+    "迅雷之锤",
+    "旅行小账本",
+    "芒果游戏",
+    "新浪传媒",
+    "旷镜博煊",
+    "全民k歌",
+    "滴滴支付",
+    "北京网心科技",
+    "挂号网",
+    "萤石",
+    "chinavision media group limited",
+    "猎豹安全大师",
+    "cmcm",
+    "趣店",
+    "蚂蚁财富",
+    "商汤科技",
+    "甲骨文",
+    "百度云",
+    "百度apollo",
+    "19 pay",
+    "stock.pingan.com",
+    "tiktok",
+    "alibaba pictures group limited",
+    "ele",
+    "考拉",
+    "天猫",
+    "腾讯优图",
+    "起点中文网",
+    "百度视频",
+    "shanghai bili bili",
+    "京东物流",
+    "ebay marketplaces gmbh",
+    "alibaba sport",
+    "wish",
+    "阿里巴巴中国",
+    "中国银联",
+    "alibaba china network",
+    "china ping an property insurance",
+    "百度糯米网",
+    "微软中国",
+    "一九付",
+    "4 paradigm",
+    "叮咚买菜",
+    "umeng",
+    "众鸣科技",
+    "平安财富通",
+    "google",
+    "巨量引擎",
+    "百度贴吧",
+    "beijing jingdong century information",
+    "讯飞",
+    "beijing yunshan information",
+    "满运软件",
+    "中邮消费金融",
+    "饿了么",
+    "alios",
+    "腾讯ai实验室",
+    "第四范式智能",
+    "瀚星创业投资",
+    "gradient ventures",
+    "microsoft",
+    "哈啰共享汽车",
+    "乞力电子商务",
+    "mscf",
+    "网易影业文化",
+    "铁友旅游咨询",
+    "kilimall",
+    "云企互联投资",
+    "ping an financial consulting",
+    "beijng jingdong century commerce",
+    "高德威智能交通系统",
+    "中友信息",
+    "平安医疗健康管理",
+    "eciticcfc",
+    "中信证券",
+    "fliggy",
+    "电子湾",
+    "旷云金智",
+    "微粒贷",
+    "rsi",
+    "滴滴云计算",
+    "google ventures",
+    "箐程",
+    "每日优鲜",
+    "音兔",
+    "拉扎斯",
+    "今日头条",
+    "乐信控股",
+    "猎豹浏览器",
+    "细微咨询",
+    "好未来",
+    "我乐",
+    "绘声绘色",
+    "抖音",
+    "搜狐新时代",
+    "飞猪",
+    "鹅厂",
+    "贝壳找房",
+    "tuniu",
+    "红马传媒文化",
+    "钉钉",
+    "马上消费金融",
+    "360手机",
+    "平安医保",
+    "快途",
+    "alibaba",
+    "小哈换电",
+    "大麦",
+    "恒睿人工智能研究院",
+    "谷歌资本",
+    "猎豹",
+    "穆迪信息"
+]

deepdoc/parser/resume/entities/res/good_sch.json

@@ -0,0 +1,595 @@
+[
+"中国科技大学",
+"国防科学技术大学",
+"清华大学",
+"清华",
+"tsinghua university",
+"thu",
+"北京大学",
+"北大",
+"beijing university",
+"pku",
+"中国科学技术大学",
+"中国科大",
+"中科大",
+"china science & technology university",
+"ustc",
+"复旦大学",
+"复旦",
+"fudan university",
+"fdu",
+"中国人民大学",
+"人大",
+"人民大学",
+"renmin university of china",
+"ruc",
+"上海交通大学",
+"上海交大",
+"shanghai jiao tong university",
+"sjtu",
+"南京大学",
+"南大",
+"nanjing university",
+"nju",
+"同济大学",
+"同济",
+"tongji university",
+"tongji",
+"浙江大学",
+"浙大",
+"zhejiang university",
+"zju",
+"南开大学",
+"南开",
+"nankai university",
+"nku",
+"北京航空航天大学",
+"北航",
+"beihang university",
+"buaa",
+"北京师范大学",
+"北师",
+"北师大",
+"beijing normal university",
+"bnu",
+"武汉大学",
+"武大",
+"wuhan university",
+"whu",
+"西安交通大学",
+"西安交大",
+"xi’an jiaotong university",
+"xjtu",
+"天津大学",
+"天大",
+"university of tianjin",
+"tju",
+"华中科技大学",
+"华中大",
+"central china university science and technology",
+"hust",
+"北京理工大学",
+"北理",
+"beijing institute of technology",
+"bit",
+"东南大学",
+"东大",
+"southeast china university",
+"seu",
+"中山大学",
+"中大",
+"zhongshan university",
+"sysu",
+"华东师范大学",
+"华师大",
+"east china normal university",
+"ecnu",
+"哈尔滨工业大学",
+"哈工大",
+"harbin institute of technology",
+"hit",
+"厦门大学",
+"厦大",
+"xiamen university",
+"xmu",
+"西北工业大学",
+"西工大",
+"西北工大",
+"northwestern polytechnical university",
+"npu",
+"中南大学",
+"中南",
+"middle and southern university",
+"csu",
+"大连理工大学",
+"大工",
+"institute of technology of dalian",
+"dut",
+"四川大学",
+"川大",
+"sichuan university",
+"scu",
+"电子科技大学",
+"电子科大",
+"university of electronic science and technology of china",
+"uestc",
+"华南理工大学",
+"华南理工",
+"institutes of technology of south china",
+"scut",
+"吉林大学",
+"吉大",
+"jilin university",
+"jlu",
+"湖南大学",
+"湖大",
+"hunan university",
+"hnu",
+"重庆大学",
+"重大",
+"university of chongqing",
+"cqu",
+"山东大学",
+"山大",
+"shandong university",
+"sdu",
+"中国农业大学",
+"中国农大",
+"china agricultural university",
+"cau",
+"中国海洋大学",
+"中国海大",
+"chinese marine university",
+"ouc",
+"中央民族大学",
+"中央民大",
+"central university for nationalities",
+"muc",
+"东北大学",
+"东北工学院",
+"northeastern university",
+"neu 或 nu",
+"兰州大学",
+"兰大",
+"lanzhou university",
+"lzu",
+"西北农林科技大学",
+"西农","西北农大",
+"northwest a&f university",
+"nwafu",
+"中国人民解放军国防科技大学",
+"国防科技大学","国防科大",
+"national university of defense technology",
+"nudt",
+"郑州大学",
+"郑大",
+"zhengzhou university",
+"zzu",
+"云南大学",
+"云大",
+"yunnan university",
+"ynu",
+"新疆大学",
+"新大",
+"xinjiang university",
+"xju",
+"北京交通大学",
+"北京交大",
+"beijing jiaotong university",
+"bjtu",
+"北京工业大学",
+"北工大",
+"beijing university of technology",
+"bjut",
+"北京科技大学",
+"北科大","北京科大",
+"university of science and technology beijing",
+"ustb",
+"北京化工大学",
+"北化",
+"beijing university of chemical technology",
+"buct",
+"北京邮电大学",
+"北邮",
+"beijing university of posts and telecommunications",
+"beijing university of post and telecommunications",
+"beijing university of post and telecommunication",
+"beijing university of posts and telecommunication",
+"bupt",
+"北京林业大学",
+"北林",
+"beijing forestry university",
+"bfu",
+"北京协和医学院",
+"协和医学院",
+"peking union medical college",
+"pumc",
+"北京中医药大学",
+"北中医",
+"beijing university of chinese medicine",
+"bucm",
+"首都师范大学",
+"首师大",
+"capital normal university",
+"cnu",
+"北京外国语大学",
+"北外",
+"beijing foreign studies university",
+"bfsu",
+"中国传媒大学",
+"中媒",
+"中传",
+"北京广播学院",
+"communication university of china",
+"cuc",
+"中央财经大学",
+"中央财大",
+"中财大",
+"the central university of finance and economics",
+"cufe",
+"对外经济贸易大学",
+"对外经贸大学",
+"贸大",
+"university of international business and economics",
+"uibe",
+"外交学院",
+"外院",
+"china foreign affairs university",
+"cfau",
+"中国人民公安大学",
+"公安大学",
+"people's public security university of china",
+"ppsuc",
+"北京体育大学",
+"北体大",
+"beijing sport university",
+"bsu",
+"中央音乐学院",
+"央音",
+"中央院",
+"central conservatory of music",
+"ccom",
+"中国音乐学院",
+"国音",
+"中国院",
+"china conservatory of music",
+"ccmusic",
+"中央美术学院",
+"央美",
+"central academy of fine art",
+"cafa",
+"中央戏剧学院",
+"中戏",
+"the central academy of drama",
+"tcad",
+"中国政法大学",
+"法大",
+"china university of political science and law",
+"zuc",
+"cupl",
+"中国科学院大学",
+"国科大",
+"科院大",
+"university of chinese academy of sciences",
+"ucas",
+"福州大学",
+"福大",
+"university of fuzhou",
+"fzu",
+"暨南大学",
+"暨大",
+"ji'nan university",
+"jnu",
+"广州中医药大学",
+"广中医",
+"traditional chinese medicine university of guangzhou",
+"gucm",
+"华南师范大学",
+"华南师大",
+"south china normal university",
+"scnu",
+"广西大学",
+"西大",
+"guangxi university",
+"gxu",
+"贵州大学",
+"贵大",
+"guizhou university",
+"gzu",
+"海南大学",
+"海大",
+"university of hainan",
+"hainu",
+"河南大学",
+"河大",
+"he'nan university",
+"henu",
+"哈尔滨工程大学",
+"哈工程",
+"harbin engineering university",
+"heu",
+"东北农业大学",
+"东北农大",
+"northeast agricultural university",
+"neau",
+"东北林业大学",
+"东北林大",
+"northeast forestry university",
+"nefu",
+"中国地质大学",
+"地大",
+"china university of geosciences",
+"cug",
+"武汉理工大学",
+"武汉理工",
+"wuhan university of technology",
+"wut",
+"华中农业大学",
+"华中农大",
+"华农",
+"central china agricultural university",
+"hzau",
+"华中师范大学",
+"华中师大",
+"华大",
+"central china normal university",
+"ccnu",
+"中南财经政法大学",
+"中南大",
+"zhongnan university of economics & law",
+"zuel",
+"湖南师范大学",
+"湖南师大",
+"hunan normal university",
+"hunnu",
+"延边大学",
+"延大",
+"yanbian university",
+"ybu",
+"东北师范大学",
+"东北师大",
+"northeast normal university",
+"nenu",
+"苏州大学",
+"苏大",
+"soochow university",
+"suda",
+"南京航空航天大学",
+"南航",
+"nanjing aero-space university",
+"nuaa",
+"南京理工大学",
+"南理工",
+"institutes of technology of nanjing",
+"njust",
+"中国矿业大学",
+"中国矿大",
+"china mining university",
+"cumt",
+"南京邮电大学",
+"南邮",
+"nanjing university of posts and telecommunications",
+"njupt",
+"河海大学",
+"河海",
+"river sea university",
+"hhu",
+"江南大学",
+"江南大",
+"jiangnan university",
+"jiangnan",
+"南京林业大学",
+"南林",
+"nanjing forestry university",
+"njfu",
+"南京信息工程大学",
+"南信大",
+"nanjing university of information science and technology",
+"nuist",
+"南京农业大学",
+"南农",
+"南农大",
+"南京农大",
+"agricultural university of nanjing",
+"njau",
+"nau",
+"南京中医药大学",
+"南中医",
+"nanjing university of chinese medicine",
+"njucm",
+"中国药科大学",
+"中国药大",
+"china medicine university",
+"cpu",
+"南京师范大学",
+"南京师大",
+"南师大",
+"南师",
+"nanjing normal university",
+"nnu",
+"南昌大学",
+"昌大",
+"university of nanchang","nanchang university",
+"ncu",
+"辽宁大学",
+"辽大",
+"liaoning university",
+"lnu",
+"大连海事大学",
+"大连海大",
+"海大",
+"maritime affairs university of dalian",
+"dmu",
+"内蒙古大学",
+"内大",
+"university of the inner mongol","inner mongolia university",
+"imu",
+"宁夏大学",
+"宁大",
+"ningxia university",
+"nxu",
+"青海大学",
+"清大",
+"qinghai university",
+"qhu",
+"中国石油大学",
+"中石大",
+"china university of petroleum beijing",
+"upc",
+"太原理工大学",
+"太原理工",
+"institutes of technology of taiyuan","taiyuan university of technology",
+"tyut",
+"西北大学",
+"西大",
+"northwest university",
+"nwu",
+"西安电子科技大学",
+"西电",
+"xidian university",
+"xdu",
+"长安大学",
+"长大",
+"chang`an university",
+"chu",
+"陕西师范大学",
+"陕西师大",
+"陕师大",
+"shaanxi normal university",
+"snnu",
+"第四军医大学",
+"空军军医大学","四医大",
+"air force medical university",
+"fmmu",
+"华东理工大学",
+"华理",
+"east china university of science",
+"ecust",
+"东华大学",
+"东华",
+"donghua university",
+"dhu",
+"上海海洋大学",
+"上海海大",
+"shanghai ocean university",
+"shou",
+"上海中医药大学",
+"上中医",
+"shanghai university of traditional chinese medicine",
+"shutcm",
+"上海外国语大学",
+"上外",
+"shanghai international studies university",
+"sisu",
+"上海财经大学",
+"上海财大",
+"上财",
+"shanghai university of finance",
+"sufe",
+"上海体育学院",
+"shanghai university of sport",
+"上海音乐学院",
+"上音",
+"shanghai conservatory of music",
+"shcm",
+"上海大学",
+"上大",
+"shanghai university",
+"第二军医大学",
+"海军军医大学",
+"naval medical university",
+"西南交通大学",
+"西南交大",
+"southwest jiaotong university",
+"swjtu",
+"西南石油大学",
+"西南石大",
+"southwest petroleum university",
+"swpu",
+"成都理工大学",
+"成都理工",
+"chengdu university of technology",
+"cdut ",
+"四川农业大学",
+"川农",
+"川农大",
+"sichuan agricultural university",
+"sicau",
+"成都中医药大学",
+"成中医",
+"chengdu university of tcm",
+"cdutcm",
+"西南财经大学",
+"西南财大",
+"西财",
+"southwestern university of finance and economics",
+"swufe",
+"天津工业大学",
+"天工大",
+"tianjin university of technology",
+"tgu",
+"天津医科大学",
+"天津医大",
+"medical university of tianjin",
+"tmu",
+"天津中医药大学",
+"天中",
+"tianjin university of traditional chinese medicine",
+"tutcm",
+"华北电力大学",
+"华电",
+"north china electric power university",
+"ncepu",
+"河北工业大学",
+"河工大",
+"hebei university of technology",
+"hebut",
+"西藏大学",
+"藏大",
+"tibet university",
+"tu",
+"石河子大学",
+"石大",
+"shihezi university",
+"中国美术学院",
+"中国美院",
+"国美",
+"china academy of art",
+"caa",
+"宁波大学",
+"宁大",
+"ningbo university",
+"nbu",
+"西南大学",
+"西大",
+"southwest university",
+"swu",
+"安徽大学",
+"安大",
+"university of anhui",
+"ahu",
+"合肥工业大学",
+"合肥工大",
+"合工大",
+"hefei university of technology",
+"hfut",
+"中国地质大学",
+"地大",
+"china university of geosciences",
+"cug",
+"中国地质大学",
+"地大",
+"北京地大",
+"cugb",
+"中国矿业大学",
+"中国矿大",
+"china university of mining & technology",
+"cumtb",
+"中国石油大学",
+"中石大",
+"石大",
+"china university of petroleum",
+"cup",
+"中国石油大学",
+"中石大",
+"cup"]