Qi Dong

Qi Dong Email and Phone Number

Microsoft - Software Engineer @ Microsoft
redmond, washington, united states
Qi Dong's Location
Beijing, China, China
Qi Dong's Contact Details

Qi Dong work email

Qi Dong personal email

n/a
About Qi Dong

Qi Dong is a Microsoft - Software Engineer at Microsoft.

Qi Dong's Current Company Details
Microsoft

Microsoft

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Microsoft - Software Engineer
redmond, washington, united states
Website:
microsoft.com
Employees:
189892
Qi Dong Work Experience Details
  • Microsoft
    Software Engineer
    Microsoft Jul 2015 - Present
    Beijing
    项目描述：参与 Windows 10 系统内置输入法的语言模型、Data Pipeline 及云输入法的开发工作。1. 语言模型与 Data Pipeline： 1.1 负责构建、评估和发布语言模型，根据统计学原理处理自然语言处理任务，提升模型准确度 1.2 着重处理 data 问题，参与搭建输入日志的生产与消费平台，完善语言模型的内部评估机制 1.3 领导开发数据驱动的词典挖掘系统，挖掘常用语、新词和热词，并实现词的智能纠错2. 云输入法： 2.1 爬取专业词库并建立转换索引，提供更有意义的云候选（有效率：34%→43%） 2.2 利用机器学习算法建立预测模型，避免无意义的云候选触发（有效率：43%→68%） 2.3 计算多个转换结果，利用机器学习过滤结果，提供更有效的云候选（有效率：64%→93%） 2.4 针对用户输入建立高性能LRU Cache，实现快速响应并降低负载（命中率：27.20%）3. 深度学习应用探索：基于 RNN 的语言模型，基于 LSTM 的分词模型，基于 Word2Vec 的表情预测
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Frequently Asked Questions about Qi Dong

What company does Qi Dong work for?

Qi Dong works for Microsoft

What is Qi Dong's role at the current company?

Qi Dong's current role is Microsoft - Software Engineer.

What is Qi Dong's email address?

Qi Dong's email address is qi****@****oft.com

Who are Qi Dong's colleagues?

Qi Dong's colleagues are Amit Kumar, Vicky Prajapati, Ryan Meehan, Yanli Tong, Martin Kasík, Nathanial Hayden, France Training Coach.

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