Pub Date : 2021-01-20DOI: 10.1007/978-3-030-73696-5_23
Varad Bhatnagar, Prince Kumar, Sairam Moghili, P. Bhattacharyya
{"title":"Divide and Conquer: An Ensemble Approach for Hostile Post Detection in Hindi","authors":"Varad Bhatnagar, Prince Kumar, Sairam Moghili, P. Bhattacharyya","doi":"10.1007/978-3-030-73696-5_23","DOIUrl":"https://doi.org/10.1007/978-3-030-73696-5_23","url":null,"abstract":"","PeriodicalId":328688,"journal":{"name":"CONSTRAINT@AAAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129835688","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}
Pub Date : 2021-01-14DOI: 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}
Pub Date : 2021-01-13DOI: 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}
Pub Date : 2021-01-12DOI: 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}
Pub Date : 2021-01-11DOI: 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}
Pub Date : 2020-12-22DOI: 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}
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