{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:14:50Z","timestamp":1750220090967,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":48,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,8,14]],"date-time":"2022-08-14T00:00:00Z","timestamp":1660435200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"NSERC Discovery Grant","award":["RGPIN-2019-04998"],"award-info":[{"award-number":["RGPIN-2019-04998"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,8,14]]},"DOI":"10.1145\/3534678.3539077","type":"proceedings-article","created":{"date-parts":[[2022,8,12]],"date-time":"2022-08-12T19:06:41Z","timestamp":1660331201000},"page":"4332-4341","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["TAG: Toward Accurate Social Media Content Tagging with a Concept Graph"],"prefix":"10.1145","author":[{"given":"Jiuding","family":"Yang","sequence":"first","affiliation":[{"name":"University of Alberta, Edmonton, AB, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weidong","family":"Guo","sequence":"additional","affiliation":[{"name":"Tencent, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bang","family":"Liu","sequence":"additional","affiliation":[{"name":"Mila &amp; DIRO &amp; Universit\u00e9 de Montr\u00e9al, Montr\u00e9al, PQ, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yakun","family":"Yu","sequence":"additional","affiliation":[{"name":"University of Alberta, Edmonton, AB, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chaoyue","family":"Wang","sequence":"additional","affiliation":[{"name":"Tencent, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinwen","family":"Luo","sequence":"additional","affiliation":[{"name":"Tencent, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Linglong","family":"Kong","sequence":"additional","affiliation":[{"name":"University of Alberta, Edmonton, AB, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Di","family":"Niu","sequence":"additional","affiliation":[{"name":"University of Alberta, Edmonton, AB, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhen","family":"Wen","sequence":"additional","affiliation":[{"name":"Tencent, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,8,14]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Dbpedia: A nucleus for a web of open data. The semantic web","author":"Auer S\u00f6ren","year":"2007","unstructured":"S\u00f6ren Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, and Zachary Ives. 2007. Dbpedia: A nucleus for a web of open data. The semantic web (2007), 722--735."},{"key":"e_1_3_2_2_2_1","unstructured":"Wei Bi and James Kwok. 2013. Efficient multi-label classification with many labels. In ICML. 405--413."},{"key":"e_1_3_2_2_3_1","volume-title":"Ehsan Zare Borzeshi, and Massimo Piccardi","author":"Chalapathy Raghavendra","year":"2016","unstructured":"Raghavendra Chalapathy, Ehsan Zare Borzeshi, and Massimo Piccardi. 2016. Bidirectional LSTM-CRF for clinical concept extraction. arXiv preprint arXiv:1611.08373 (2016)."},{"key":"e_1_3_2_2_4_1","volume-title":"Doctag2vec: An embedding based multi-label learning approach for document tagging. arXiv preprint arXiv:1707.04596","author":"Chen Sheng","year":"2017","unstructured":"Sheng Chen, Akshay Soni, Aasish Pappu, and Yashar Mehdad. 2017. Doctag2vec: An embedding based multi-label learning approach for document tagging. arXiv preprint arXiv:1707.04596 (2017)."},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/1242572.1242686"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159659"},{"key":"e_1_3_2_2_7_1","volume-title":"Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805","author":"Devlin Jacob","year":"2018","unstructured":"Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018)."},{"volume-title":"Fast Graph Representation Learning with PyTorch Geometric. In ICLR Workshop on Representation Learning on Graphs and Manifolds.","author":"Fey Matthias","key":"e_1_3_2_2_8_1","unstructured":"Matthias Fey and Jan E. Lenssen. 2019. Fast Graph Representation Learning with PyTorch Geometric. In ICLR Workshop on Representation Learning on Graphs and Manifolds."},{"key":"e_1_3_2_2_9_1","volume-title":"Proc. ICML-Volume 70","author":"Gilmer Justin","year":"2017","unstructured":"Justin Gilmer, Samuel S Schoenholz, Patrick F Riley, Oriol Vinyals, and George E Dahl. 2017. Neural message passing for quantum chemistry. In Proc. ICML-Volume 70. JMLR. org, 1263--1272."},{"key":"e_1_3_2_2_10_1","volume-title":"Concept Tagging for Natural Language Understanding: Two Decadelong Algorithm Development. arXiv preprint arXiv:1807.10661","author":"Gobbi Jacopo","year":"2018","unstructured":"Jacopo Gobbi, Evgeny Stepanov, and Giuseppe Riccardi. 2018. Concept Tagging for Natural Language Understanding: Two Decadelong Algorithm Development. arXiv preprint arXiv:1807.10661 (2018)."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331403"},{"key":"e_1_3_2_2_12_1","unstructured":"Daniel J Hsu Sham M Kakade John Langford and Tong Zhang. 2009. Multi-label prediction via compressed sensing. In NIPS. 772--780."},{"key":"e_1_3_2_2_13_1","unstructured":"Baotian Hu Zhengdong Lu Hang Li and Qingcai Chen. 2014. Convolutional neural network architectures for matching natural language sentences. In NIPS. 2042--2050."},{"key":"e_1_3_2_2_14_1","volume-title":"Bidirectional LSTM-CRF models for sequence tagging. arXiv preprint arXiv:1508.01991","author":"Huang Zhiheng","year":"2015","unstructured":"Zhiheng Huang, Wei Xu, and Kai Yu. 2015. Bidirectional LSTM-CRF models for sequence tagging. arXiv preprint arXiv:1508.01991 (2015)."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1162\/dint_a_00013"},{"volume-title":"Logic","author":"Kant Immanuel","key":"e_1_3_2_2_16_1","unstructured":"Immanuel Kant. [n.d.]. Logic. Dover Publications."},{"key":"e_1_3_2_2_17_1","unstructured":"Dongwoo Kim Haixun Wang and Alice Oh. 2013. Context-dependent conceptualization. In IJCAI."},{"key":"e_1_3_2_2_18_1","volume-title":"Semi-supervised classification with graph convolutional networks. arXiv preprint arXiv:1609.02907","author":"Kipf Thomas N","year":"2016","unstructured":"Thomas N Kipf and Max Welling. 2016. Semi-supervised classification with graph convolutional networks. arXiv preprint arXiv:1609.02907 (2016)."},{"key":"e_1_3_2_2_19_1","first-page":"1281","article-title":"Probase+: Inferring missing links in conceptual taxonomies","volume":"29","author":"Liang Jiaqing","year":"2017","unstructured":"Jiaqing Liang, Yanghua Xiao, Haixun Wang, Yi Zhang, and Wei Wang. 2017. Probase+: Inferring missing links in conceptual taxonomies. IEEE TKDE 29, 6 (2017), 1281--1295.","journal-title":"IEEE TKDE"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3318464.3386145"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330727"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1632"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186022"},{"key":"e_1_3_2_2_24_1","volume-title":"AliCoCo: Alibaba E-commerce Cognitive Concept Net. arXiv preprint arXiv:2003.13230","author":"Luo Xusheng","year":"2020","unstructured":"Xusheng Luo, Luxin Liu, Yonghua Yang, Le Bo, Yuanpeng Cao, Jinhang Wu, Qiang Li, Keping Yang, and Kenny Q Zhu. 2020. AliCoCo: Alibaba E-commerce Cognitive Concept Net. arXiv preprint arXiv:2003.13230 (2020)."},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-5010"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10350"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1202"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"crossref","unstructured":"Liang Pang Yanyan Lan Jiafeng Guo Jun Xu Shengxian Wan and Xueqi Cheng. 2016. Text Matching as Image Recognition.. In AAAI. 2793--2799.","DOI":"10.1609\/aaai.v30i1.10341"},{"volume-title":"Efficient graph-based document similarity","author":"Paul Christian","key":"e_1_3_2_2_29_1","unstructured":"Christian Paul, Achim Rettinger, Aditya Mogadala, Craig A Knoblock, and Pedro Szekely. 2016. Efficient graph-based document similarity. In ESWC. Springer, 334--349."},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623651"},{"key":"e_1_3_2_2_31_1","volume-title":"Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. arXiv preprint arXiv:2003.07082","author":"Qi Peng","year":"2020","unstructured":"Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, and Christopher D Manning. 2020. Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. arXiv preprint arXiv:2003.07082 (2020)."},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557100"},{"key":"e_1_3_2_2_33_1","volume-title":"Ivan Titov, and Max Welling.","author":"Schlichtkrull Michael","year":"2018","unstructured":"Michael Schlichtkrull, Thomas N Kipf, Peter Bloem, Rianne Van Den Berg, Ivan Titov, and Max Welling. 2018. Modeling relational data with graph convolutional networks. In ESWC. Springer, 593--607."},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767738"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-2028"},{"key":"e_1_3_2_2_36_1","unstructured":"Yangqiu Song Haixun Wang Zhongyuan Wang Hongsong Li and Weizhu Chen. 2011. Short text conceptualization using a probabilistic knowledgebase. In IJCAI."},{"key":"e_1_3_2_2_37_1","unstructured":"Yangqiu Song Shusen Wang and Haixun Wang. 2015. Open domain short text conceptualization: A generative+ descriptive modeling approach. In IJCAI."},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/1921591.1921595"},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/1242572.1242667"},{"key":"e_1_3_2_2_40_1","unstructured":"Ilya Sutskever Oriol Vinyals and Quoc V Le. 2014. Sequence to sequence learning with neural networks. In NIPS. 3104--3112."},{"key":"e_1_3_2_2_41_1","first-page":"2835","article-title":"A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations","volume":"16","author":"Wan Shengxian","year":"2016","unstructured":"Shengxian Wan, Yanyan Lan, Jiafeng Guo, Jun Xu, Liang Pang, and Xueqi Cheng. 2016. A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations.. In AAAI, Vol. 16. 2835--2841.","journal-title":"AAAI"},{"key":"e_1_3_2_2_42_1","volume-title":"Bilateral multi-perspective matching for natural language sentences. arXiv preprint arXiv:1702.03814","author":"Wang Zhiguo","year":"2017","unstructured":"Zhiguo Wang, Wael Hamza, and Radu Florian. 2017. Bilateral multi-perspective matching for natural language sentences. arXiv preprint arXiv:1702.03814 (2017)."},{"key":"e_1_3_2_2_43_1","unstructured":"Zhongyuan Wang and Haixun Wang. 2016. Understanding short texts. (2016)."},{"key":"e_1_3_2_2_44_1","unstructured":"Zhongyuan Wang Kejun Zhao Haixun Wang Xiaofeng Meng and Ji-Rong Wen. 2015. Query understanding through knowledge-based conceptualization. In IJCAI."},{"key":"e_1_3_2_2_45_1","volume-title":"HuggingFace's Transformers: State-of-the-art Natural Language Processing. ArXiv abs\/1910.03771","author":"Wolf Thomas","year":"2019","unstructured":"Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, R'emi Louf, Morgan Funtowicz, and Jamie Brew. 2019. HuggingFace's Transformers: State-of-the-art Natural Language Processing. ArXiv abs\/1910.03771 (2019)."},{"key":"e_1_3_2_2_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/2213836.2213891"},{"volume-title":"CN-DBpedia: A never-ending Chinese knowledge extraction system","author":"Xu Bo","key":"e_1_3_2_2_47_1","unstructured":"Bo Xu, Yong Xu, Jiaqing Liang, Chenhao Xie, Bin Liang, Wanyun Cui, and Yanghua Xiao. 2017. CN-DBpedia: A never-ending Chinese knowledge extraction system. In IEA\/AIE. Springer, 428--438."},{"key":"e_1_3_2_2_48_1","unstructured":"Hsiang-Fu Yu Prateek Jain Purushottam Kar and Inderjit Dhillon. 2014. Large-scale multi-label learning with missing labels. In ICML. 593--601."}],"event":{"name":"KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"],"location":"Washington DC USA","acronym":"KDD '22"},"container-title":["Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3534678.3539077","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3534678.3539077","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:09:50Z","timestamp":1750183790000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3534678.3539077"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,14]]},"references-count":48,"alternative-id":["10.1145\/3534678.3539077","10.1145\/3534678"],"URL":"https:\/\/doi.org\/10.1145\/3534678.3539077","relation":{},"subject":[],"published":{"date-parts":[[2022,8,14]]},"assertion":[{"value":"2022-08-14","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}