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cs.CL2021★ 1 cited
Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution
Yi Huang, Buse Giledereli, Abdullatif Köksal +2
Multi-label text classification is a challenging task because it requires capturing label dependencies. It becomes even more challenging when class distribution is long-tailed. Res…
cs.CL2021★ 2 cited
Cluster-based Mention Typing for Named Entity Disambiguation
Arda Çelebi, Arzucan Özgür
An entity mention in text such as "Washington" may correspond to many different named entities such as the city "Washington D.C." or the newspaper "Washington Post." The goal of na…