Event Detection with a Context-Aware Encoder and LoRA for Improved Performance on Long-Tailed Classes

Abdullah Al Monsur, Nitesh Vamshi Bommisetty, Gene Louis Kim

The current state of event detection research has two notable re-occurring limitations that we investigate in this study. First, the unidirectional nature of decoder-only LLMs pres…