Can Your Chatbot Become Sherlock Holmes? This Paper Explores the Detective Skills of Large Language Models in Information Extraction

One of the most important areas of NLP is information extraction (IE), which takes unstructured text and turns it into structured knowledge. Many subsequent activities rely on IE as a prerequisite, including building knowledge graphs, knowledge reasoning, and answering questions. Named Entity Recognition, Relation Extraction, and Event Extraction are the three main components of an […]

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