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Silong Liang

2 accepted papers

2024

Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations

AAAI 2024technical

Aspect-based sentiment analysis (ABSA), a fine-grained sentiment classification task, has received much attention recently. Many works investigate sentiment information through opinion words, such as "good'' and "bad''. However, implicit sentiment data widely exists in the ABSA dataset, whose sentim…

Cited by 10SourcePDFScholar
2024

Semi-supervised Multi-label Learning with Balanced Binary Angular Margin Loss

NeurIPS 2024spotlight

Semi-supervised multi-label learning (SSMLL) refers to inducing classifiers using a small number of samples with multiple labels and many unlabeled samples. The prevalent solution of SSMLL involves forming pseudo-labels for unlabeled samples and inducing classifiers using both labeled and pseudo-lab…

Cited by 0SourcePDFScholar