Philipp Cimiano

Improving LLM-based event extraction with annotation guidelines

This work proposes a guideline-based, three-stage LLM annotation framework for event extraction that incorporates detailed event annotation guidelines and supports multiple LLM annotators to improve robustness, and demonstrates that augmenting existing datasets with LLM-generated argument annotations can improve argume...