{"type":"ScholarlyArticle","title":"A Speech-to-Knowledge-Graph Construction System","authors":[{"name":"Xiaoyi Fu","slug":"xiaoyi-fu","given":"Xiaoyi","family":"Fu","affiliation":"Mininglamp Academy of Sciences , Mininglamp Technology , Beijing , China"},{"name":"Jie Zhang","slug":"jie-zhang","given":"Jie","family":"Zhang","affiliation":"Mininglamp Academy of Sciences , Mininglamp Technology , Beijing , China"},{"name":"Hao Yu","slug":"hao-yu","given":"Hao","family":"Yu","affiliation":"Mininglamp Academy of Sciences , Mininglamp Technology , Beijing , China"},{"name":"Jiachen Li","slug":"jiachen-li","given":"Jiachen","family":"Li","affiliation":"Mininglamp Academy of Sciences , Mininglamp Technology , Beijing , China"},{"name":"Dong Chen","slug":"dong-chen","given":"Dong","family":"Chen","affiliation":"Mininglamp Academy of Sciences , Mininglamp Technology , Beijing , China"},{"name":"Jie Yuan","slug":"jie-yuan","given":"Jie","family":"Yuan","affiliation":"Mininglamp Academy of Sciences , Mininglamp Technology , Beijing , China"},{"name":"Xindong Wu","slug":"xindong-wu","given":"Xindong","family":"Wu","affiliation":"Mininglamp Academy of Sciences , Mininglamp Technology , Beijing , China; Research Institute of Big Knowledge , Hefei University of Technology , China"}],"abstract":"This paper presents a HAO-Graph system that generates and visualizes knowledge graphs from a speech in real-time. When a user speaks to the system, HAO-Graph transforms the voice into knowledge graphs with key phrases from the original speech as nodes and edges. Different from language-to-language systems, such as Chinese-to-English and English-to-English, HAO-Graph converts a speech into graphs, and is the first of its kind. The effectiveness of our HAO-Graph system is verified by a two-hour chairman's talk in front of two thousand participants at an annual meeting in the form of a satisfaction survey.","doi":"10.24963/ijcai.2020/777","url":"https://ijcai.org/proceedings/2020/777","pdf":"https://ijcai.org/proceedings/2020/0777.pdf","markdown":"https://ijcai.org/proceedings/2020/777.md","bibtex":"https://ijcai.org/proceedings/2020/bibtex/777","volume":{"slug":"2020","title":"Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence","short_title":"IJCAI 2020","url":"https://ijcai.org/proceedings/2020/","year":2020,"location":"Yokohama","dates":"January 2021 (postponed from 11-17 July 2020)","editors":"Christian Bessiere","isbn":"978-0-9992411-6-5","publisher":"International Joint Conferences on Artificial Intelligence Organization","doi_prefix":"10.24963/ijcai.2020"},"section":"Demos","track":"Demos","number":777,"pages":{"first":5303,"last":5305},"keywords":["Speech Processing: general","Natural Language Processing: general","Human-Computer Interactive Systems: general","Knowledge Representation and Reasoning: general"],"videos":[],"references":[{"position":1,"raw":"[Devlin et al., 2019] Jacob Devlin, Ming-Wei Chang, Ken- ton Lee, and Kristina Toutanova. Bert: Pre-training of deep bidirectional transformers for language understand- ing. In NAACL-HLT, 2019.","title":"Bert: Pre-training of deep bidirectional transformers for language understanding","authors":"Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova","year":"2019","venue":"NAACL-HLT","doi":null,"url":null,"internal_url":null},{"position":2,"raw":"[Ehrlinger and Wöß, 2016] Lisa Ehrlinger and Wolfram Wöß. Towards a definition of knowledge graphs. In SE- MANTiCS, 2016.","title":"Towards a definition of knowledge graphs","authors":"Lisa Ehrlinger, Wolfram Wöß","year":"2016","venue":"SE-MANTiCS","doi":null,"url":null,"internal_url":null},{"position":3,"raw":"[Hart, 1986] Anna Hart. Knowledge acquisition for expert systems. Technical report, School of Computing, Lan- cashire Polytechnic, Preston, 1986.","title":"Knowledge acquisition for expert systems","authors":"Anna Hart","year":"1986","venue":null,"doi":null,"url":null,"internal_url":null},{"position":4,"raw":"[Manning et al., 2014] Christopher D Manning, Mihai Sur- deanu, John Bauer, Jenny Rose Finkel, Steven Bethard, and David McClosky. The stanford corenlp natural lan- guage processing toolkit. In Proceedings of 52nd annual meeting of the association for computational linguistics: system demonstrations, pages 55-60, 2014.","title":"The stanford corenlp natural language processing toolkit","authors":"Mihai Christopher D Manning, John Surdeanu, Jenny Rose Bauer, Steven Finkel, David Bethard, Mcclosky","year":"2014","venue":"Proceedings of 52nd annual meeting of the association for computational linguistics: system demonstrations","doi":null,"url":null,"internal_url":null},{"position":5,"raw":"[Povey et al., 2011] Daniel Povey, Arnab Ghoshal, Gilles Boulianne, Lukas Burget, Ondrej Glembek, Nagendra Goel, Mirko Hannemann, Petr Motlicek, Yanmin Qian, Petr Schwarz, Jan Silovsky, Georg Stemmer, and Karel Vesely. The kaldi speech recognition toolkit. In IEEE 2011 Workshop on Automatic Speech Recognition and Un- derstanding. IEEE Signal Processing Society, December 2011.","title":"The kaldi speech recognition toolkit","authors":"Daniel Povey, Arnab Ghoshal, Gilles Boulianne, Lukas Burget, Ondrej Glembek, Nagendra Goel, Mirko Hannemann, Petr Motlicek, Yanmin Qian, Petr Schwarz, Jan Silovsky, Georg Stemmer, Karel Vesely","year":"2011","venue":"IEEE 2011 Workshop on Automatic Speech Recognition and Understanding","doi":null,"url":null,"internal_url":null},{"position":6,"raw":"[Soon et al., 2001] Wee Meng Soon, Hwee Tou Ng, and Daniel Chung Yong Lim. A machine learning approach to coreference resolution of noun phrases. Computational linguistics, 27(4):521-544, 2001.","title":"A machine learning approach to coreference resolution of noun phrases","authors":"Wee Meng Soon, Hwee Tou Ng, Daniel Chung, Yong Lim","year":"2001","venue":"Computational linguistics","doi":null,"url":null,"internal_url":null},{"position":7,"raw":"[Sowa, 1987] John F Sowa. Semantic networks. 1987.","title":"Semantic networks","authors":"F John, Sowa","year":"1987","venue":null,"doi":null,"url":null,"internal_url":null},{"position":8,"raw":"[Stewart et al., 2019] Michael Stewart, Majigsuren Enkh- saikhan, and Wei Liu. Icdm 2019 knowledge graph con- test: Team uwa. arXiv preprint arXiv:1909.01807, 2019.","title":"Icdm 2019 knowledge graph contest: Team uwa","authors":"Michael Stewart, Majigsuren Enkhsaikhan, Wei Liu","year":"2019","venue":null,"doi":null,"url":null,"internal_url":null},{"position":9,"raw":"[Tang et al., 2008] Jie Tang, Mingcai Hong, Duo Liang Zhang, and Juanzi Li. Information extraction: Method- ologies and applications. In Emerging Technologies of Text Mining: Techniques and Applications, pages 1-33. IGI Global, 2008.","title":"Information extraction: Methodologies and applications","authors":"Jie Tang, Mingcai Hong, Duo Liang Zhang, Juanzi Li","year":"2008","venue":"Emerging Technologies of Text Mining: Techniques and Applications","doi":null,"url":null,"internal_url":null},{"position":10,"raw":"[Wu and Wu, 2019] Minghui Wu and Xindong Wu. On big wisdom. Knowl. Inf. Syst., 58(1):1-8, January 2019.","title":"On big wisdom","authors":"Wu ; ] Minghui Wu, Xindong Wu, Wu","year":"2019","venue":"Knowl. Inf. Syst","doi":null,"url":null,"internal_url":null},{"position":11,"raw":"[Wu et al., 2019] Xindong Wu, Jia Wu, Xiaoyi Fu, Jiachen Li, Peng Zhou, and Xu Jiang. Automatic knowledge graph construction: A report on the 2019 icdm/icbk contest. In 2019 IEEE International Conference on Data Mining (ICDM), pages 1540-1545. IEEE, 2019.","title":"Automatic knowledge graph construction: A report on the 2019 icdm/icbk contest","authors":"Xindong Wu, Jia Wu, Xiaoyi Fu, Jiachen Li, Peng Zhou, Xu Jiang","year":"2019","venue":"2019 IEEE International Conference on Data Mining (ICDM)","doi":null,"url":null,"internal_url":null},{"position":12,"raw":"[Zhou and Zhao, 2019] Junru Zhou and Hai Zhao. Head- driven phrase structure grammar parsing on Penn treebank. In Proceedings of the 57th Annual Meeting of the Asso- ciation for Computational Linguistics, pages 2396-2408, Florence, Italy, July 2019. Association for Computational Linguistics.","title":"Headdriven phrase structure grammar parsing on Penn treebank","authors":"Zhao ; ] Junru Zhou, Hai Zhou, Zhao","year":"2019","venue":"Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics","doi":null,"url":null,"internal_url":null}],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}