tech

  • task: assistant, siri, Viv over siri (TechChrunch, MITT..Review)
  • chat: 小冰, Tay
  • QA-engine: waston, engineering contribution (nightly build / auto deployment / workflow drag-up builder)

challenge

  • the correct very era?
  • 长对话
  • open/closed domain
  • context incorporation
  • personality (Coherent along time)
  • intention and diversity
  • EQ (human-like)
  • ..

eq

  • NLU: (NER), sentimental (emotion)
  • KBR: self-recog., syntactic, linguistic
  • QA: combined: WebQA, CQA, KB-QA
  • Chat: context management, (指代、省略补充??)
  • Profile: teach

AI

business:

  • personal assistant
  • custom service: JIMI(替换比例, tb<5%), 小i(通讯、金融,单次回答满意度)
  • play
  • edu
  • QA

production design and intro to meet/change the user expectations

  • 小白化
  • (句子生成,表情、情感分析、安慰、推理)
  • VQA
  • 增加趣味

数值体系