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New Properties of the Data Distillation Method When Working With Tabular Data 处理表格数据时数据蒸馏方法的新特性
International Joint Conference on the Analysis of Images, Social Networks and Texts Pub Date : 2020-10-19 DOI: 10.1007/978-3-030-72610-2_29
Dmitry Medvedev, A. D'yakonov
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引用次数: 6
RST Discourse Parser for Russian: An Experimental Study of Deep Learning Models RST俄语语篇解析器:深度学习模型的实验研究
International Joint Conference on the Analysis of Images, Social Networks and Texts Pub Date : 2020-10-15 DOI: 10.1007/978-3-030-72610-2_8
Elena Chistova, Artem Shelmanov, D. Pisarevskaya, M. Kobozeva, V. Isakov, A. Panchenko, S. Toldova, I. Smirnov
{"title":"RST Discourse Parser for Russian: An Experimental Study of Deep Learning Models","authors":"Elena Chistova, Artem Shelmanov, D. Pisarevskaya, M. Kobozeva, V. Isakov, A. Panchenko, S. Toldova, I. Smirnov","doi":"10.1007/978-3-030-72610-2_8","DOIUrl":"https://doi.org/10.1007/978-3-030-72610-2_8","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"223 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122606748","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Automated Image and Video Quality Assessment for Computational Video Editing 用于计算视频编辑的自动图像和视频质量评估
International Joint Conference on the Analysis of Images, Social Networks and Texts Pub Date : 2020-10-15 DOI: 10.1007/978-3-030-72610-2_18
K. Lomotin, Ilya Makarov
{"title":"Automated Image and Video Quality Assessment for Computational Video Editing","authors":"K. Lomotin, Ilya Makarov","doi":"10.1007/978-3-030-72610-2_18","DOIUrl":"https://doi.org/10.1007/978-3-030-72610-2_18","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129745292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
ELMo and BERT in semantic change detection for Russian 俄语语义变化检测中的ELMo和BERT
International Joint Conference on the Analysis of Images, Social Networks and Texts Pub Date : 2020-10-07 DOI: 10.1007/978-3-030-72610-2_13
J. Rodina, Yu. M. Trofimova, Andrey Kutuzov, E. Artemova
{"title":"ELMo and BERT in semantic change detection for Russian","authors":"J. Rodina, Yu. M. Trofimova, Andrey Kutuzov, E. Artemova","doi":"10.1007/978-3-030-72610-2_13","DOIUrl":"https://doi.org/10.1007/978-3-030-72610-2_13","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123276166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
DaNetQA: a yes/no Question Answering Dataset for the Russian Language DaNetQA:俄语是/否问答数据集
International Joint Conference on the Analysis of Images, Social Networks and Texts Pub Date : 2020-10-06 DOI: 10.1007/978-3-030-72610-2_4
T. Glushkova, Alexey Machnev, Alena Fenogenova, Tatiana Shavrina, E. Artemova, D. Ignatov
{"title":"DaNetQA: a yes/no Question Answering Dataset for the Russian Language","authors":"T. Glushkova, Alexey Machnev, Alena Fenogenova, Tatiana Shavrina, E. Artemova, D. Ignatov","doi":"10.1007/978-3-030-72610-2_4","DOIUrl":"https://doi.org/10.1007/978-3-030-72610-2_4","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"97 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122582008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
Unsupervised anomaly detection for discrete sequence healthcare data 离散序列医疗保健数据的无监督异常检测
International Joint Conference on the Analysis of Images, Social Networks and Texts Pub Date : 2020-07-20 DOI: 10.1007/978-3-030-72610-2_30
Victoria Snorovikhina, A. Zaytsev
{"title":"Unsupervised anomaly detection for discrete sequence healthcare data","authors":"Victoria Snorovikhina, A. Zaytsev","doi":"10.1007/978-3-030-72610-2_30","DOIUrl":"https://doi.org/10.1007/978-3-030-72610-2_30","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"168 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116118208","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans 基于点云的深度学习在胸部CT结节检测中的假阳性降低
International Joint Conference on the Analysis of Images, Social Networks and Texts Pub Date : 2020-05-07 DOI: 10.1007/978-3-030-72610-2_15
I. Drokin, Elena Ericheva
{"title":"Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans","authors":"I. Drokin, Elena Ericheva","doi":"10.1007/978-3-030-72610-2_15","DOIUrl":"https://doi.org/10.1007/978-3-030-72610-2_15","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134115612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Gradient-based adversarial attacks on categorical sequence models via traversing an embedded world 通过遍历嵌入式世界对分类序列模型进行基于梯度的对抗性攻击
International Joint Conference on the Analysis of Images, Social Networks and Texts Pub Date : 2020-03-09 DOI: 10.1007/978-3-030-72610-2_27
I. Fursov, A. Zaytsev, Nikita Klyuchnikov, A. Kravchenko, Evgeny Burnaev
{"title":"Gradient-based adversarial attacks on categorical sequence models via traversing an embedded world","authors":"I. Fursov, A. Zaytsev, Nikita Klyuchnikov, A. Kravchenko, Evgeny Burnaev","doi":"10.1007/978-3-030-72610-2_27","DOIUrl":"https://doi.org/10.1007/978-3-030-72610-2_27","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121248349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Dropout Strikes Back: Improved Uncertainty Estimation via Diversity Sampling 辍学反击:通过多样性抽样改进的不确定性估计
International Joint Conference on the Analysis of Images, Social Networks and Texts Pub Date : 2020-03-06 DOI: 10.1007/978-3-031-15168-2_11
Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov
{"title":"Dropout Strikes Back: Improved Uncertainty Estimation via Diversity Sampling","authors":"Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov","doi":"10.1007/978-3-031-15168-2_11","DOIUrl":"https://doi.org/10.1007/978-3-031-15168-2_11","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126786454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
BERT for Sequence-to-Sequence Multi-label Text Classification BERT用于序列到序列多标签文本分类
International Joint Conference on the Analysis of Images, Social Networks and Texts Pub Date : 2019-09-25 DOI: 10.1007/978-3-030-72610-2_14
R. B. Yarullin, P. Serdyukov
{"title":"BERT for Sequence-to-Sequence Multi-label Text Classification","authors":"R. B. Yarullin, P. Serdyukov","doi":"10.1007/978-3-030-72610-2_14","DOIUrl":"https://doi.org/10.1007/978-3-030-72610-2_14","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133198887","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
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