19 citations · 42 across the 6 of their papers we have counts for
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cs.CL2022★ 1 cited
Pairwise Instance Relation Augmentation for Long-tailed Multi-label Text Classification
Lin Xiao, Pengyu Xu, Liping Jing +1
Multi-label text classification (MLTC) is one of the key tasks in natural language processing. It aims to assign multiple target labels to one document. Due to the uneven popularit…
cs.CL2021★ 19 cited
Probing BERT in Hyperbolic Spaces
Boli Chen, Yao Fu, Guangwei Xu +4
Recently, a variety of probing tasks are proposed to discover linguistic properties learned in contextualized word embeddings. Many of these works implicitly assume these embedding…
cs.CL2021★ 4 cited
Does Head Label Help for Long-Tailed Multi-Label Text Classification
Lin Xiao, Xiangliang Zhang, Liping Jing +2
Multi-label text classification (MLTC) aims to annotate documents with the most relevant labels from a number of candidate labels. In real applications, the distribution of label f…