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Mingqi Li

2 accepted papers

2022

Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model

EMNLP 2022main

Pre-trained multilingual language models play an important role in cross-lingual natural language understanding tasks. However, existing methods did not focus on learning the semantic structure of representation, and thus could not optimize their performance. In this paper, we propose Multi-level Mu…

Cited by 6SourcePDFScholar
2019

Semi-supervised Transfer Learning for Convolutional Neural Networks for Glaucoma Detection

ICASSP 2019accepted

Convolutional neural network (CNN) can be applied in glaucoma detection for achieving good performance. However, its performance depends on the availability of a large number of the labelled samples for its training phase. To solve this problem, this paper present a semi-supervised transfer learning…

Cited by 0SourceScholar