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Divide and Conquer: An Ensemble Approach for Hostile Post Detection in Hindi 分而治之:印地语敌方哨所探测的集成方法
CONSTRAINT@AAAI Pub Date : 2021-01-20 DOI: 10.1007/978-3-030-73696-5_23
Varad Bhatnagar, Prince Kumar, Sairam Moghili, P. Bhattacharyya
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引用次数: 8
Transformer-based Language Model Fine-tuning Methods for COVID-19 Fake News Detection 基于变压器的新型冠状病毒假新闻检测语言模型微调方法
CONSTRAINT@AAAI Pub Date : 2021-01-14 DOI: 10.1007/978-3-030-73696-5_9
Ben Chen, B. Chen, D. Gao, Qijin Chen, Chengfu Huo, Xiaonan Meng, Weijun Ren, Yang Zhou
{"title":"Transformer-based Language Model Fine-tuning Methods for COVID-19 Fake News Detection","authors":"Ben Chen, B. Chen, D. Gao, Qijin Chen, Chengfu Huo, Xiaonan Meng, Weijun Ren, Yang Zhou","doi":"10.1007/978-3-030-73696-5_9","DOIUrl":"https://doi.org/10.1007/978-3-030-73696-5_9","url":null,"abstract":"","PeriodicalId":328688,"journal":{"name":"CONSTRAINT@AAAI","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125252516","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: 30
LaDiff ULMFiT: A Layer Differentiated training approach for ULMFiT LaDiff ULMFiT:一种分层的ULMFiT训练方法
CONSTRAINT@AAAI Pub Date : 2021-01-13 DOI: 10.1007/978-3-030-73696-5_6
Mohammed Azhan, M. Ahmad
{"title":"LaDiff ULMFiT: A Layer Differentiated training approach for ULMFiT","authors":"Mohammed Azhan, M. Ahmad","doi":"10.1007/978-3-030-73696-5_6","DOIUrl":"https://doi.org/10.1007/978-3-030-73696-5_6","url":null,"abstract":"","PeriodicalId":328688,"journal":{"name":"CONSTRAINT@AAAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129440245","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: 6
Fake News Detection System using XLNet model with Topic Distributions: CONSTRAINT@AAAI2021 Shared Task 假新闻检测系统使用XLNet模型与主题分布:CONSTRAINT@AAAI2021共享任务
CONSTRAINT@AAAI Pub Date : 2021-01-12 DOI: 10.1007/978-3-030-73696-5_18
Akansha Gautam, V. Venktesh, Sarah Masud
{"title":"Fake News Detection System using XLNet model with Topic Distributions: CONSTRAINT@AAAI2021 Shared Task","authors":"Akansha Gautam, V. Venktesh, Sarah Masud","doi":"10.1007/978-3-030-73696-5_18","DOIUrl":"https://doi.org/10.1007/978-3-030-73696-5_18","url":null,"abstract":"","PeriodicalId":328688,"journal":{"name":"CONSTRAINT@AAAI","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130159089","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: 25
Model Generalization on COVID-19 Fake News Detection 新型冠状病毒假新闻检测模型概化
CONSTRAINT@AAAI Pub Date : 2021-01-11 DOI: 10.1007/978-3-030-73696-5_13
Yejin Bang, Etsuko Ishii, Samuel Cahyawijaya, Ziwei Ji, Pascale Fung
{"title":"Model Generalization on COVID-19 Fake News Detection","authors":"Yejin Bang, Etsuko Ishii, Samuel Cahyawijaya, Ziwei Ji, Pascale Fung","doi":"10.1007/978-3-030-73696-5_13","DOIUrl":"https://doi.org/10.1007/978-3-030-73696-5_13","url":null,"abstract":"","PeriodicalId":328688,"journal":{"name":"CONSTRAINT@AAAI","volume":"93 12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128670538","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: 29
Identification of COVID-19 related Fake News via Neural Stacking 基于神经叠加的新冠肺炎相关假新闻识别
CONSTRAINT@AAAI Pub Date : 2021-01-11 DOI: 10.1007/978-3-030-73696-5_17
Boshko Koloski, Timen Stepisnik Perdih, S. Pollak, Blaž Škrlj
{"title":"Identification of COVID-19 related Fake News via Neural Stacking","authors":"Boshko Koloski, Timen Stepisnik Perdih, S. Pollak, Blaž Škrlj","doi":"10.1007/978-3-030-73696-5_17","DOIUrl":"https://doi.org/10.1007/978-3-030-73696-5_17","url":null,"abstract":"","PeriodicalId":328688,"journal":{"name":"CONSTRAINT@AAAI","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125733711","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: 16
Task Adaptive Pretraining of Transformers for Hostility Detection 用于敌意检测的变压器任务自适应预训练
CONSTRAINT@AAAI Pub Date : 2021-01-09 DOI: 10.1007/978-3-030-73696-5_22
Tathagata Raha, Sayar Ghosh Roy, Ujwal Narayan, Zubair Abid, Vasudeva Varma
{"title":"Task Adaptive Pretraining of Transformers for Hostility Detection","authors":"Tathagata Raha, Sayar Ghosh Roy, Ujwal Narayan, Zubair Abid, Vasudeva Varma","doi":"10.1007/978-3-030-73696-5_22","DOIUrl":"https://doi.org/10.1007/978-3-030-73696-5_22","url":null,"abstract":"","PeriodicalId":328688,"journal":{"name":"CONSTRAINT@AAAI","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124413551","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
Exploring Text-transformers in AAAI 2021 Shared Task: COVID-19 Fake News Detection in English 探索AAAI 2021共享任务中的文本转换:英语COVID-19假新闻检测
CONSTRAINT@AAAI Pub Date : 2021-01-07 DOI: 10.1007/978-3-030-73696-5_11
Xiangyang Li, Yu Xia, Xiang Long, Zheng Li, Sujian Li
{"title":"Exploring Text-transformers in AAAI 2021 Shared Task: COVID-19 Fake News Detection in English","authors":"Xiangyang Li, Yu Xia, Xiang Long, Zheng Li, Sujian Li","doi":"10.1007/978-3-030-73696-5_11","DOIUrl":"https://doi.org/10.1007/978-3-030-73696-5_11","url":null,"abstract":"","PeriodicalId":328688,"journal":{"name":"CONSTRAINT@AAAI","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117103550","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: 28
g2tmn at Constraint@AAAI2021: Exploiting CT-BERT and Ensembling Learning for COVID-19 Fake News Detection g2tmn: Constraint@AAAI2021:利用CT-BERT和集成学习进行COVID-19假新闻检测
CONSTRAINT@AAAI Pub Date : 2020-12-22 DOI: 10.1007/978-3-030-73696-5_12
Anna Glazkova, Maksim Glazkov, T. Trifonov
{"title":"g2tmn at Constraint@AAAI2021: Exploiting CT-BERT and Ensembling Learning for COVID-19 Fake News Detection","authors":"Anna Glazkova, Maksim Glazkov, T. Trifonov","doi":"10.1007/978-3-030-73696-5_12","DOIUrl":"https://doi.org/10.1007/978-3-030-73696-5_12","url":null,"abstract":"","PeriodicalId":328688,"journal":{"name":"CONSTRAINT@AAAI","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131048892","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: 44
Fighting an Infodemic: COVID-19 Fake News Dataset 抗击信息大流行:COVID-19假新闻数据集
CONSTRAINT@AAAI Pub Date : 2020-11-06 DOI: 10.1007/978-3-030-73696-5_3
P. Patwa, Shivam Sharma, Srinivas Pykl, V. Guptha, G. Kumari, Md. Shad Akhtar, Asif Ekbal, A. Das, Tanmoy Chakraborty
{"title":"Fighting an Infodemic: COVID-19 Fake News Dataset","authors":"P. Patwa, Shivam Sharma, Srinivas Pykl, V. Guptha, G. Kumari, Md. Shad Akhtar, Asif Ekbal, A. Das, Tanmoy Chakraborty","doi":"10.1007/978-3-030-73696-5_3","DOIUrl":"https://doi.org/10.1007/978-3-030-73696-5_3","url":null,"abstract":"","PeriodicalId":328688,"journal":{"name":"CONSTRAINT@AAAI","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127818227","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: 234
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