Serverless Computing
Natural Language Processing
The task of assigning categorical labels to each element in a sequence of observations.
Detailed Explanation
Sequence labeling in Natural Language Processing involves assigning a specific category or label to each item in a sequence, such as words in a sentence. This technique is essential for tasks like part-of-speech tagging, named entity recognition, and chunking. It helps models understand contextual relationships within data, enabling more accurate interpretation and processing of complex language patterns.
Use Cases
- •Use case: Automating named entity recognition in documents to identify and classify proper nouns like person names, organizations, and locations.
Related Terms
Other terms in the Natural Language Processing category