Category: Artificial intelligence
Unraveling the Power of Semantic Analysis: Uncovering Deeper Meaning and Insights in Natural Language Processing NLP with Python by TANIMU ABDULLAHI In Natural Language, the meaning of a word may vary as per its usage in sentences and the context of the text. Word Sense Disambiguation involves interpreting the meaning of a word based upon the …
6 Semantic Analysis Meaning Matters Natural Language Processing: Python and NLTK Book As we look ahead, it’s evident that the confluence of human language and technology will only grow stronger, creating possibilities that we can only begin to imagine. It involves analyzing the relationships between words, identifying concepts, and understanding the overall intent or sentiment expressed …
Semantic Features Analysis Definition, Examples, Applications Remember from above that the AFINN lexicon measures sentiment with a numeric score between -5 and 5, while the other two lexicons categorize words in a binary fashion, either positive or negative. To find a sentiment score in chunks of text throughout the novel, we will need to use a …
