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(CIKM 2018) WeSTClass
Weakly-Supervised Neural Text Classification [PDF] [Code] -
(AAAI 2019) WeSHClass
Weakly-Supervised Hierarchical Text Classification [PDF] [Code] -
(EMNLP 2019) HiLAP
Hierarchical Text Classification with Reinforced Label Assignment [PDF] [Code] -
(SIGIR 2020) MetaCat
Minimally Supervised Categorization of Text with Metadata [PDF] [Code] -
(EMNLP 2020) LOTClass
Text Classification Using Label Names Only: A Language Model Self-Training Approach [PDF] [Code] -
(EMNLP 2020) JASen
Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding [PDF] [Code] -
(WSDM 2021) HIMECat
Hierarchical Metadata-Aware Document Categorization under Weak Supervision [PDF] [Code] -
(WWW 2021) MATCH
MATCH: Metadata-Aware Text Classification in A Large Hierarchy [PDF] [Code] -
(WWW 2021) LTRN
Minimally Supervised Structure Rich Text Categorization by Learning on Text-Rich Networks [PDF] [Code]