3 citations · 9 across the 7 of their papers we have counts for
7 papers
Prompt-Learning for Short Text Classification
Yi Zhu, Xinke Zhou, Jipeng Qiang +3
In the short text, the extremely short length, feature sparsity, and high ambiguity pose huge challenges to classification tasks. Recently, as an effective method for tuning Pre-tr…
Learning Relation-Specific Representations for Few-shot Knowledge Graph Completion
Yuling Li, Kui Yu, Yuhong Zhang +1
Recent years have witnessed increasing interest in few-shot knowledge graph completion (FKGC), which aims to infer unseen query triples for a few-shot relation using a few referenc…
Social Group Query Based on Multi-fuzzy-constrained Strong Simulation
Guliu Liu, Lei Li, Guanfeng Liu +1
Traditional social group analysis mostly uses interaction models, event models, or other methods to identify and distinguish groups. This type of method can divide social participa…
Trustworthy Preference Completion in Social Choice
Lei Li, Minghe Xue, Huanhuan Chen +1
As from time to time it is impractical to ask agents to provide linear orders over all alternatives, for these partial rankings it is necessary to conduct preference completion. Sp…
A Survey on Large-scale Machine Learning
Meng Wang, Weijie Fu, Xiangnan He +2
Machine learning can provide deep insights into data, allowing machines to make high-quality predictions and having been widely used in real-world applications, such as text mining…
AAANE: Attention-based Adversarial Autoencoder for Multi-scale Network Embedding
Lei Sang, Min Xu, Shengsheng Qian +1
Network embedding represents nodes in a continuous vector space and preserves structure information from the Network. Existing methods usually adopt a "one-size-fits-all" approach…
LOFS: Library of Online Streaming Feature Selection
Kui Yu, Wei Ding, Xindong Wu
As an emerging research direction, online streaming feature selection deals with sequentially added dimensions in a feature space while the number of data instances is fixed. Onlin…