ChatIE
The ChatIE framework utilizes large language models such as ChatGPT to address zero-shot information extraction challenges, enabling efficient extraction of entity relations, named entities, and events without labeled data. By converting IE tasks into multi-turn question-answering formats, ChatIE achieves outstanding results across multiple datasets, occasionally outperforming fully-trained models in resource-limited settings. Understand its role in utilizing structured information for informed business decision-making.
