We have seen the below posts on spaCy in our previous blogs.
In this blog, we will check the same paragraph with detail of each word, whether it is a noun, adjective, verb, punctuation, subject, etc.
I am using Google Colab for this detail sentence analyzer to check, and you can find a link here.
Image Source: spaCY
spaCY is an open-source library for Natural Language Processing that can be used on dependency parsing, sentence segmentation, text classification, etc. It is one of the leading Industrial-Strength Natural Language Processing. We can integrate with the machine learning framework and build custom components quickly.
Verbs, Nouns, Punctuations etc: spaCY NOUN nsubj is AUX ROOT an DET det open ADJ amod - PUNCT punct source NOUN compound library NOUN attr for ADP prep Natural PROPN compound Language PROPN compound Processing PROPN pobj that DET nsubjpass can AUX aux be AUX auxpass used VERB relcl on ADP prep dependency NOUN compound parsing NOUN pobj , PUNCT punct sentence NOUN compound segmentation NOUN conj , PUNCT punct text NOUN compound classification NOUN conj , PUNCT punct etc X conj . PUNCT punct It PRON nsubj is AUX ROOT one NUM attr of ADP prep the DET det leading VERB amod Industrial PROPN compound - PUNCT punct Strength PROPN compound Natural PROPN compound Language PROPN compound Processing PROPN pobj . PUNCT punct SPACE ROOT We PRON nsubj can AUX aux integrate VERB ROOT with ADP prep the DET det machine NOUN compound learning VERB compound framework NOUN pobj and CCONJ cc build VERB conj custom NOUN compound components NOUN dobj quickly ADV advmod . PUNCT punct
Further Reading
Posts on Artificial Intelligence, Deep Learning, Machine Learning, and Design Thinking articles:
Rasa X Open Source Conversational AI UI Walk-through
Artificial Intelligence Chatbot Using Neural Network and Natural Language Processing
Leave A Comment