Relation Extraction

Relation extraction is the task of predicting the attributes of entities and their mutual relationships in a sentence, aiming to identify and classify the relationships between entities in the text. This task is crucial for building relational knowledge graphs and can significantly enhance the performance of natural language processing applications such as structured search, sentiment analysis, question answering systems, and text summarization.