{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T18:10:31Z","timestamp":1776103831816,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,8,14]],"date-time":"2021-08-14T00:00:00Z","timestamp":1628899200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,8,14]]},"DOI":"10.1145\/3447548.3467279","type":"proceedings-article","created":{"date-parts":[[2021,8,12]],"date-time":"2021-08-12T06:13:10Z","timestamp":1628748790000},"page":"2389-2399","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":33,"title":["Table2Charts"],"prefix":"10.1145","author":[{"given":"Mengyu","family":"Zhou","sequence":"first","affiliation":[{"name":"Microsoft Research, Beijing, China"}]},{"given":"Qingtao","family":"Li","sequence":"additional","affiliation":[{"name":"Peking University, Beijing, China"}]},{"given":"Xinyi","family":"He","sequence":"additional","affiliation":[{"name":"Xi'an Jiaotong University, Xi'an, China"}]},{"given":"Yuejiang","family":"Li","sequence":"additional","affiliation":[{"name":"Tsinghua University, Beijing, China"}]},{"given":"Yibo","family":"Liu","sequence":"additional","affiliation":[{"name":"New York University, New York, NY, USA"}]},{"given":"Wei","family":"Ji","sequence":"additional","affiliation":[{"name":"Microsoft, Beijing, China"}]},{"given":"Shi","family":"Han","sequence":"additional","affiliation":[{"name":"Microsoft Research, Beijing, China"}]},{"given":"Yining","family":"Chen","sequence":"additional","affiliation":[{"name":"Microsoft, Beijing, China"}]},{"given":"Daxin","family":"Jiang","sequence":"additional","affiliation":[{"name":"Microsoft, Beijing, China, Beijing, China"}]},{"given":"Dongmei","family":"Zhang","sequence":"additional","affiliation":[{"name":"Microsoft Research Asia, Beijing, China"}]}],"member":"320","published-online":{"date-parts":[[2021,8,14]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00051"},{"key":"e_1_3_2_2_2_1","volume-title":"Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) . ACL, 1724--1734","author":"Cho Kyunghyun","unstructured":"Kyunghyun Cho , Bart van Merrienboer , c C aglar G\u00fc lcc ehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014. Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation . In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) . ACL, 1724--1734 . Kyunghyun Cho, Bart van Merrienboer, cC aglar G\u00fc lcc ehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014. Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) . ACL, 1724--1734."},{"key":"e_1_3_2_2_3_1","volume-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies","volume":"1","author":"Devlin Jacob","year":"2019","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , Volume 1 (Long and Short Papers) . ACL, 4171--4186. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) . ACL, 4171--4186."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCG.2019.2924636"},{"key":"e_1_3_2_2_5_1","volume-title":"Workshop on Document Intelligence at NeurIPS 2019 .","author":"Dong Haoyu","year":"2019","unstructured":"Haoyu Dong , Shijie Liu , Zhouyu Fu , Shi Han , and Dongmei Zhang . 2019 . Semantic Structure Extraction for Spreadsheet Tables with a Multi-task Learning Architecture . In Workshop on Document Intelligence at NeurIPS 2019 . Haoyu Dong, Shijie Liu, Zhouyu Fu, Shi Han, and Dongmei Zhang. 2019. Semantic Structure Extraction for Spreadsheet Tables with a Multi-task Learning Architecture. In Workshop on Document Intelligence at NeurIPS 2019 ."},{"key":"e_1_3_2_2_6_1","volume-title":"MuVE: Efficient Multi-Objective View Recommendation for Visual Data Exploration. In 2016 IEEE 32nd International Conference on Data Engineering (ICDE) . IEEE Computer Society, 731--742","author":"Ehsan Humaira","unstructured":"Humaira Ehsan , Mohamed A. Sharaf , and Panos K. Chrysanthis . 2016 . MuVE: Efficient Multi-Objective View Recommendation for Visual Data Exploration. In 2016 IEEE 32nd International Conference on Data Engineering (ICDE) . IEEE Computer Society, 731--742 . Humaira Ehsan, Mohamed A. Sharaf, and Panos K. Chrysanthis. 2016. MuVE: Efficient Multi-Objective View Recommendation for Visual Data Exploration. In 2016 IEEE 32nd International Conference on Data Engineering (ICDE) . IEEE Computer Society, 731--742."},{"key":"e_1_3_2_2_7_1","volume-title":"Incorporating Copying Mechanism in Sequence-to-Sequence Learning. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL","volume":"1640","author":"Gu Jiatao","unstructured":"Jiatao Gu , Zhengdong Lu , Hang Li , and Victor O. K. Li . 2016 . Incorporating Copying Mechanism in Sequence-to-Sequence Learning. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL , Volume 1: Long Papers). ACL , 1631-- 1640 . Jiatao Gu, Zhengdong Lu, Hang Li, and Victor O. K. Li. 2016. Incorporating Copying Mechanism in Sequence-to-Sequence Learning. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL, Volume 1: Long Papers). ACL , 1631--1640."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300358"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3183713.3193545"},{"key":"e_1_3_2_2_10_1","unstructured":"Patrick Marcel and Elsa Negre. 2011. A survey of query recommendation techniques for data warehouse exploration. In EDA . Hermann 119--134.  Patrick Marcel and Elsa Negre. 2011. A survey of query recommendation techniques for data warehouse exploration. In EDA . Hermann 119--134."},{"key":"e_1_3_2_2_11_1","unstructured":"Microsoft. 2018. Open XML SDK. https:\/\/github.com\/OfficeDev\/Open-XML-SDK  Microsoft. 2018. Open XML SDK. https:\/\/github.com\/OfficeDev\/Open-XML-SDK"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219848"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2865240"},{"key":"e_1_3_2_2_14_1","unstructured":"Marc'Aurelio Ranzato Sumit Chopra Michael Auli and Wojciech Zaremba. 2016. Sequence Level Training with Recurrent Neural Networks. arxiv: 1511.06732 https:\/\/arxiv.org\/abs\/1511.06732  Marc'Aurelio Ranzato Sumit Chopra Michael Auli and Wojciech Zaremba. 2016. Sequence Level Training with Recurrent Neural Networks. arxiv: 1511.06732 https:\/\/arxiv.org\/abs\/1511.06732"},{"key":"e_1_3_2_2_15_1","volume-title":"Vega-Lite: A Grammar of Interactive Graphics","author":"Satyanarayan Arvind","year":"2017","unstructured":"Arvind Satyanarayan , Dominik Moritz , Kanit Wongsuphasawat , and Jeffrey Heer . 2017. Vega-Lite: A Grammar of Interactive Graphics . IEEE transactions on visualization and computer graphics (TVCG) , Vol. 23 , 1 ( 2017 ), 341--350. Arvind Satyanarayan, Dominik Moritz, Kanit Wongsuphasawat, and Jeffrey Heer. 2017. Vega-Lite: A Grammar of Interactive Graphics. IEEE transactions on visualization and computer graphics (TVCG) , Vol. 23, 1 (2017), 341--350."},{"key":"e_1_3_2_2_16_1","volume-title":"Vi\u00e9 gas, and Martin Wattenberg","author":"Smilkov Daniel","year":"2016","unstructured":"Daniel Smilkov , Nikhil Thorat , Charles Nicholson , Emily Reif , Fernanda B. Vi\u00e9 gas, and Martin Wattenberg . 2016 . Embedding Projector : Interactive Visualization and Interpretation of Embeddings . (2016). arxiv: 1611.05469 http:\/\/arxiv.org\/abs\/1611.05469 Daniel Smilkov, Nikhil Thorat, Charles Nicholson, Emily Reif, Fernanda B. Vi\u00e9 gas, and Martin Wattenberg. 2016. Embedding Projector: Interactive Visualization and Interpretation of Embeddings. (2016). arxiv: 1611.05469 http:\/\/arxiv.org\/abs\/1611.05469"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3035922"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.677"},{"key":"e_1_3_2_2_19_1","volume-title":"Critical values and probability levels for the Wilcoxon rank sum test and the Wilcoxon signed rank test","author":"Wilcoxon Frank","unstructured":"Frank Wilcoxon , SK Katti , and Roberta A Wilcox . 1963. Critical values and probability levels for the Wilcoxon rank sum test and the Wilcoxon signed rank test . American Cyanamid Company Pearl River , NY. Frank Wilcoxon, SK Katti, and Roberta A Wilcox. 1963. Critical values and probability levels for the Wilcoxon rank sum test and the Wilcoxon signed rank test .American Cyanamid Company Pearl River, NY."},{"key":"e_1_3_2_2_20_1","volume-title":"Fundamentals of Data Visualization: a Primer on Making Informative and Compelling Figures","author":"Wilke Claus O","unstructured":"Claus O Wilke . 2019. Fundamentals of Data Visualization: a Primer on Making Informative and Compelling Figures . O'Reilly Media . Claus O Wilke. 2019. Fundamentals of Data Visualization: a Primer on Making Informative and Compelling Figures .O'Reilly Media."},{"key":"e_1_3_2_2_21_1","volume-title":"A Learning Algorithm for Continually Running Fully Recurrent Neural Networks. Neural computation","author":"Williams Ronald J","year":"1989","unstructured":"Ronald J Williams and David Zipser . 1989. A Learning Algorithm for Continually Running Fully Recurrent Neural Networks. Neural computation , Vol. 1 , 2 ( 1989 ), 270--280. Ronald J Williams and David Zipser. 1989. A Learning Algorithm for Continually Running Fully Recurrent Neural Networks. Neural computation , Vol. 1, 2 (1989), 270--280."},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467191"},{"key":"e_1_3_2_2_23_1","unstructured":"Yu Zhang and Qiang Yang. 2018. A Survey on Multi-Task Learning. arxiv: 1707.08114 http:\/\/arxiv.org\/abs\/1707.08114  Yu Zhang and Qiang Yang. 2018. A Survey on Multi-Task Learning. arxiv: 1707.08114 http:\/\/arxiv.org\/abs\/1707.08114"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5366"}],"event":{"name":"KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Virtual Event Singapore","acronym":"KDD '21","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery &amp; Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3447548.3467279","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3447548.3467279","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:18:28Z","timestamp":1750191508000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3447548.3467279"}},"subtitle":["Recommending Charts by Learning Shared Table Representations"],"short-title":[],"issued":{"date-parts":[[2021,8,14]]},"references-count":24,"alternative-id":["10.1145\/3447548.3467279","10.1145\/3447548"],"URL":"https:\/\/doi.org\/10.1145\/3447548.3467279","relation":{},"subject":[],"published":{"date-parts":[[2021,8,14]]},"assertion":[{"value":"2021-08-14","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}