Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness.
Bo LiGexiang FangYang YangQuansen WangWei YeWen ZhaoShikun ZhangPublished in: CoRR (2023)
Keyphrases
- information extraction
- precision and recall
- expressive power
- natural language processing
- text mining
- camera calibration
- information retrieval
- structured data
- machine learning
- question answering
- relation extraction
- free text
- semi structured
- web mining
- assessment process
- open domain
- conditional random fields
- data sets
- machine translation
- text documents
- named entities
- relational learning
- natural language text
- data extraction
- processing capabilities
- camera parameters
- computational power
- pointwise
- autocalibration
- natural language
- artificial intelligence
- ontology based information extraction