2 papers
cs.CV2022
Tackling Long-Tailed Category Distribution Under Domain Shifts
Xiao Gu, Yao Guo, Zeju Li +5
Machine learning models fail to perform well on real-world applications when 1) the category distribution P(Y) of the training dataset suffers from long-tailed distribution and 2)…
cs.CL2022
Integrating Dependency Tree Into Self-attention for Sentence Representation
Junhua Ma, Jiajun Li, Yuxuan Liu +2
Recent progress on parse tree encoder for sentence representation learning is notable. However, these works mainly encode tree structures recursively, which is not conducive to par…