NLP is all about .........?

• the study of computer hardware
• the interaction between computers and human language
• the development of mobile applications
• the analysis of financial data

Stemming Leads to ​ (a)   ?

• Revert back to Root Word
• Change the meaning of a word
• Create new words
• Increase word complexity

Which library in Python is commonly used for ​ (a)   tasks?​

• NLTK
• Pandas
• NumPy
• Matplotlib

Match the following

• Adjective Tag

• <jj>

• Removing of affixes

• Lemmatization

• more accuracy

• stemming

• Belongs to NLTK

  Corpus

• Brown corpus

• (n-1) History

• BI-Gram Model

Organize these options into the right categories

Groups:

(a) LLM

,

(b) NLTK

,

(c) pos tagging

,

(d) SpeechAnalysis

• word Classes

• siri

• gpt

• <NN>

• language learning model

• brown Corpus

• gemini ai

• Alexa

• python library

• wordnet

NLP Analysis Order of Text/Speech

• Stemming/Lemmatization

• Revert Back With Appropriate Solution

• pos tagging

• Text/Speech Recognization

• Named Entity Recognition

Which algorithm is commonly used for text classification in NLP_________________?

Devset Referred as ?

• Trainnig data

• Test data

• UnKonwn data

• Future Purpose Used Data

What is the purpose of named entity recognition (NER) in NLP?

• To summarize the main ideas in a text.
• The purpose of NER in NLP is to identify and classify named entities in text.
• To translate text from one language to another.
• To generate new text based on existing content.