2 papers
cs.LG2022
Learning Downstream Task by Selectively Capturing Complementary Knowledge from Multiple Self-supervisedly Learning Pretexts
Jiayu Yao, Qingyuan Wu, Quan Feng +1
Self-supervised learning (SSL), as a newly emerging unsupervised representation learning paradigm, generally follows a two-stage learning pipeline: 1) learning invariant and discri…
cs.CL2021
Topic Driven Adaptive Network for Cross-Domain Sentiment Classification
Yicheng Zhu, Yiqiao Qiu, Qingyuan Wu +2
Cross-domain sentiment classification has been a hot spot these years, which aims to learn a reliable classifier using labeled data from a source domain and evaluate it on a target…