2 papers
cs.LG2025
CPT: Competence-progressive Training Strategy for Few-shot Node Classification
Qilong Yan, Yufeng Zhang, Jinghao Zhang +2
Graph Neural Networks (GNNs) have made significant advancements in node classification, but their success relies on sufficient labeled nodes per class in the training data. Real-wo…
cs.CL2024
Detecting Emotional Incongruity of Sarcasm by Commonsense Reasoning
Ziqi Qiu, Jianxing Yu, Yufeng Zhang +4
This paper focuses on sarcasm detection, which aims to identify whether given statements convey criticism, mockery, or other negative sentiment opposite to the literal meaning. To…