ChatbotsChina发起人 • 微博：@breezedeus • 博客：breezedeus.github.io 目录 • Chatbots简史 • 三个火枪手：三个Bot框架 • IR-Bot、Task-Bot、Chitchat-Bot • 爱因互动所做的事 • 总结 Chatbots简史 1950 • 提出 “图灵 测试” 1966 •ELIZA：MIT 发展的精神 •Microsoft Cortana •微软小冰 2016 •Facebook Messenger •Microsoft Tay IR-Bot: 智能检索机器人 IR-Bot：检索问答系统 IR-Bot：深度学习 • 句子表示、QA匹配 基于深度学习的智能问答 IR-Bot：深度学习 • 句子表示、QQ匹配 Semantic Question Matching with Deep Learning for Dialogue Generation 闲聊机器人：其他因素 • 小心你的训练数据 • 如何引入上下文信息 • 如何加入外部信息 • 如何产生个性化答复 总结：三个Bot框架 • IR-Bot（成熟度： ） • 基于检索/排序的流程，历史悠久，技术成熟 • 引入深度学习，计入长效依赖，生成更好的语句表达 • Task-Bot（成熟度： ） • 解决任务型多轮问答 • 深度学习端到端？

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DC -> Cash App EKS Internal Presentation “New” Cash App EKS -> Square DC Internal Presentation ir-sync Internal Presentation Do you like ? We’re Hiring! cash.app/careers tetrate.io/careers

required in order to build and compile the module: ● Clang compiler version 6.0.1 (http://releases.llvm.org/download.html) ● Go programming language version 1.10.3 (https://golang.org/dl/) ● Ninja build

背景开发者直接上手，特别在大数据规模下性能强大。 * 完全自主开发的 compiler，语言功能开发更灵活，迭 代快，语法语义检查更加灵活高效 * 基于代价的优化器，更智能，更强大，更适合复杂的查 询 * 基于 LLVM 的代码生成，让执行过程更高效 * 支持复杂数据类型(array,map,struct) * 支持 Java、Python 语言的 UDF/UDAF/UDTF * 语法：Values、CTE、SEMIJOIN、FROM

airplane flight. In a Spanish speaking country, an elementary level Spanish speaker’s response, “estoy ir mercado”, sufficiently conveys the information that the person is going to the market. A version of

the transaction log of updates to the database. strin g 1.2.0 kyuubi.zookeeper.e mbedded.data.log.d ir embedde d_zookee per dataLogDir for the embedded ZooKeeper server where writes the transaction log

the transaction log of updates to the database. strin g 1.2.0 kyuubi.zookeeper.e mbedded.data.log.d ir embedde d_zookee per dataLogDir for the embedded ZooKeeper server where writes the transaction log

Meaning Type Since transaction log of updates to the database. kyuubi.zookeeper.e mbedded.data.log.d ir embedde d_zookee per dataLogDir for the embedded ZooKeeper server where writes the transaction log

Meaning Type Since transaction log of updates to the database. kyuubi.zookeeper.e mbedded.data.log.d ir embedde d_zookee per dataLogDir for the embedded ZooKeeper server where writes the transaction log