Knowledge Graph-Enhanced Zero-Shot Topic Classification: A Multi-Strategy Comparative Study 事件

Knowledge Graph-Enhanced Zero-Shot Topic Classification: A Multi-Strategy Comparative Study arXiv:2605.30465v1 Announce Type: new Abstract: Multi-label topic classification without labeled training data is a challenging task, specially when documents contain complex relational information. We present a zero-shot multi-label topic classification framework and systematically investigate how per-article knowledge graph augmentation affects its performance. The base framework classifies topics in d