The repository contains codes and datasets for Paper "DESED: Dialogue-based Explanation for Sentence-level Event Detection"
This repo includes codes for DESED. For dialogue generation, we use DialoGPT for English and CDial-GPT for Chinese. For event detection, we offer three attention mechanisms. All models we use are from huggingface.
We curate and propose a new dataset named FOSAED, a real-world Chinese event detection dataset in the domain of food safety.
More details can be seen in our paper.