POS Tagging - Continued
Learn advanced POS tagging concepts using spaCy, including word-sense disambiguation challenges, verb tense and aspect interpretation, and handling special tags like numbers, symbols, and punctuation. This lesson helps you understand how these linguistic features improve NLP applications like intent detection and financial text analysis.
Word-sense-disambiguation
Word-sense-disambiguation (WSD) is a classical NLU problem of deciding in which sense a particular word is used in a sentence. A word can have many senses—for instance, consider the word "bass." Here are some senses we can think of:
Bass—seabass, fish (noun (N))
Bass—lowest male voice (N)
Bass—male singer with lowest voice range (N) ...