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cs.CL2021★ 14 cited
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification
Ting Jiang, Deqing Wang, Leilei Sun +3
Extreme Multi-label text Classification (XMC) is a task of finding the most relevant labels from a large label set. Nowadays deep learning-based methods have shown significant succ…
cs.CL2018
Cross-Domain Labeled LDA for Cross-Domain Text Classification
Baoyu Jing, Chenwei Lu, Deqing Wang +2
Cross-domain text classification aims at building a classifier for a target domain which leverages data from both source and target domain. One promising idea is to minimize the fe…