1、构建智能问答机器人DocumentsTablesKnowledgeQueryEdited ResponseAutomaticResponseAutomaticResponseAutomaticResponseHuman-in-the-Loop(HI)DocChatTableQAKBQAFAQ SearchQuestion GenerationKnowledge-based QAQAQGMicrosoft Xiaorui for Auto-homeFAQ SearchPassage-based QAwhere was Barack Obama born?Knowledge Graphwhere
2、was Barack Obama born?where was Barack Obama born?Entity LinkingPredicate GroundingSemantic ParsingWhen were women allowed to vote in the usa?Web Search by BingQuestion-Passage MatchingWeb PagesRatified on August 18,1920,the 19th Amendment to the U.S.Constitution granted American women the right to
3、votea right known as woman suffrage.Which city hosted Summer Olympic in 2008?BeijingBeijing hosted Summer Olympic in 2008Table SearchTable-2-TextTable QAWeb TablesFlappy Bird is a 2013 mobile game developed by Dong Nguyen when was the game Flappy Bird createdAttentionCopyPrior Knowledgefounder|creat
4、or|0.01214179founder|creator|0.01214179founderfounder|foundedfounded|0.00694428|0.00694428founder|start|0.00280628founder|start|0.00280628founder|set up|0.00088949founder|set up|0.00088949founder|established|0.00065527founder|established|0.00065527 foundercreatorestablished创始人创立Source LanguagePivotL
5、anguagePhrase-level ParaphraseWho is the founder of Microsoft?Who founded Microsoft?Sentence-level RepresentationWord-level AlignmentwhofoundedMicrosoftwhoisthefounderof MicrosoftA known scenario with enough labeled datasetA novel scenario with limited or no labeled datasetTransfer learningMulti-task learningSemi-supervised learning
