Contextual features refer to the specific information and characteristics surrounding a piece of text that help in understanding its meaning and significance. These features can include the linguistic context, such as the words or phrases that come before or after a target word, as well as external context, like the overall topic, setting, and cultural factors influencing the text. By analyzing contextual features, named entity recognition systems can improve their accuracy in identifying and classifying entities based on the surrounding content.
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