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Zitai Qiu

2 accepted papers

2025

Explicit and Implicit Data Augmentation for Social Event Detection

ACL 2025long

Social event detection involves identifying and categorizing important events from social media, which relies on labeled data, but annotation is costly and labor-intensive. To address this problem, we propose Augmentation framework for Social Event Detection (SED-Aug), a plug-and-play dual augmentat…

2025

Text is All You Need: LLM-enhanced Incremental Social Event Detection

ACL 2025long

Social event detection (SED) is the task of identifying, categorizing, and tracking events from social data sources such as social media posts, news articles, and online discussions. Existing state-of-the-art (SOTA) SED models predominantly rely on graph neural networks (GNNs), which involve complex…