Which of the following neural network components is most crucial for capturing contextual information in modern sequence labeling solutions for NER?
Question 2
When developing a Named Entity Recognition (NER) system, what is the primary purpose of an 'annotation scheme'?
Question 3
Consider the sentence: 'The White House issued a statement.' If 'White House' is to be identified as an 'Organization' entity, which of the following BIOES tagging schemes correctly annotates 'White House'?
Question 4
In the context of Named Entity Recognition, what is the main advantage of using a 'gazetteer'?
Question 5
Which of the following is a key challenge when using rule-based Named Entity Recognition (NER) systems?
