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A Survey of Deep Active Learning [article]

Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Brij B. Gupta, Xiaojiang Chen, Xin Wang
2021 arXiv   pre-print
Deep learning (DL) is greedy for data and requires a large amount of data supply to optimize massive parameters, so that the model learns how to extract high-quality features.  ...  In recent years, due to the rapid development of internet technology, we are in an era of information torrents and we have massive amounts of data.  ...  In 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019, San Diego, CA, USA, November 18-21, 2019.  ... 
arXiv:2009.00236v2 fatcat:zuk2doushzhlfaufcyhoktxj7e

HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning

Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng
2021 Findings of the Association for Computational Linguistics: EMNLP 2021   unpublished
In 2020 IEEE International Conference on Data Mining (ICDM), pages 721–730. IEEE. Shuo Yang, Lei Zou, Zhongyuan Wang, Jun Yan, and Ji-Rong Wen. 2017.  ...  Orleans, LA, USA, May 6-9, 2019.  ... 
doi:10.18653/v1/2021.findings-emnlp.353 fatcat:77n6w46xgbflfmsgclc7w5se3a

Διερεύνηση της γεωλογικής δομής και της τεκτονικής παραμόρφωσης της Σερβομακεδονικής Μάζας στα όρη των Κερδυλλίων και Βερτίσκου (Βόρεια Ελλάδα)

Αναστάσιος Π. Πλούγαρλης
2020
In recent decades, an effort has been made to review the region occupied by the Hellenic Hinterland, based on laboratory results such as geochemical analyses, radio dating, etc., while classical field  ...  In IEEE International Conference on Data Mining, ICDM 2018, Singapore, November 17-20, 2018, pages 597–606. IEEE Computer Society. Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R.  ...  In Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008, pages 213–220.  ... 
doi:10.26262/heal.auth.ir.327189 fatcat:snneggenqzdnvbl7kn7zpztqqq

Mapping (Dis-)Information Flow about the MH17 Plane Crash

Mareike Hartmann, Yevgeniy Golovchenko, Isabelle Augenstein
2019 Proceedings of the Second Workshop on Natural Language Processing for Internet Freedom: Censorship, Disinformation, and Propaganda   unpublished
used in this fragment (18-way classification task).  ...  ii Preface Welcome to the second edition of the Workshop on Natural Language Processing for Internet Freedom (NLP4IF 2019). This year, we focused on censorship, disinformation, and propaganda.  ...  The corpus for the task was annotated by A Data Pro, 7 a company that performs high-quality manual annotations.  ... 
doi:10.18653/v1/d19-5006 fatcat:77l3dndrkvfmlhjt6qvnrassgi