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Dezhao Song Frank Schilder Charese Smiley Chris Brew Tom Zielund Hiroko Bretz Robert Martin Chris Dale John Duprey Tim Miller and Johanna Harrison. 2015. TR Discover: A Natural Language Interface for Querying and Analyzing Interlinked Datasets. In ISWC. 21--37.","DOI":"10.1007\/978-3-319-25010-6_2"},{"key":"e_1_3_2_1_50_1","unstructured":"Tableau. 2020. Tableau Cleargraph. https:\/\/www.tableau.com\/about\/blog\/2017\/8\/welcome-tableau-cleargraph-nlp-team-74621. (2020).  Tableau. 2020. Tableau Cleargraph. https:\/\/www.tableau.com\/about\/blog\/2017\/8\/welcome-tableau-cleargraph-nlp-team-74621. (2020)."},{"key":"e_1_3_2_1_51_1","volume-title":"Lohman","author":"Tata Sandeep","year":"2008","unstructured":"Sandeep Tata and Guy M . Lohman . 2008 . SQAK : Doing More with Keywords. In ACM SIGMOD . Sandeep Tata and Guy M. Lohman. 2008. SQAK: Doing More with Keywords. 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In NAACL-HLT. 588--594. Tao Yu, Zifan Li, Zilin Zhang, Rui Zhang, and Dragomir R. Radev. 2018. TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation. In NAACL-HLT. 588--594."},{"key":"e_1_3_2_1_63_1","doi-asserted-by":"crossref","unstructured":"Tao Yu Rui Zhang He Yang Er Suyi Li Eric Xue Bo Pang Xi Victoria Lin Yi Chern Tan Tianze Shi Zihan Li Youxuan Jiang Michihiro Yasunaga Sungrok Shim Tao Chen Alexander R. Fabbri Zifan Li Luyao Chen Yuwen Zhang Shreya Dixit Vincent Zhang Caiming Xiong Richard Socher Walter S. Lasecki and Dragomir R. Radev. 2019. CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases. ArXiv Vol. abs\/1909.05378 (2019).  Tao Yu Rui Zhang He Yang Er Suyi Li Eric Xue Bo Pang Xi Victoria Lin Yi Chern Tan Tianze Shi Zihan Li Youxuan Jiang Michihiro Yasunaga Sungrok Shim Tao Chen Alexander R. Fabbri Zifan Li Luyao Chen Yuwen Zhang Shreya Dixit Vincent Zhang Caiming Xiong Richard Socher Walter S. 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