59 citations · 74 across the 4 of their papers we have counts for
4 papers
Create and Find Flatness: Building Flat Training Spaces in Advance for Continual Learning
Wenhang Shi, Yiren Chen, Zhe Zhao +3
Catastrophic forgetting remains a critical challenge in the field of continual learning, where neural networks struggle to retain prior knowledge while assimilating new information…
TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities
Zhe Zhao, Yudong Li, Cheng Hou +23
Recently, the success of pre-training in text domain has been fully extended to vision, audio, and cross-modal scenarios. The proposed pre-training models of different modalities a…
Analogical Reasoning on Chinese Morphological and Semantic Relations
Shen Li, Zhe Zhao, Renfen Hu +3
Analogical reasoning is effective in capturing linguistic regularities. This paper proposes an analogical reasoning task on Chinese. After delving into Chinese lexical knowledge, w…
Learning Document Embeddings by Predicting N-grams for Sentiment Classification of Long Movie Reviews
Bofang Li, Tao Liu, Xiaoyong Du +2
Despite the loss of semantic information, bag-of-ngram based methods still achieve state-of-the-art results for tasks such as sentiment classification of long movie reviews. Many d…