NCA-GENM Exam Dumps | You are working on a Generative A1 project that involves analyzing text dat a. You've noticed that certain

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Question 175/192

You are working on a Generative A1 project that involves analyzing text dat a. You've noticed that certain words are appearing much more frequently than others, potentially skewing your results. Which of the following techniques would be MOST effective in addressing this issue?

A. Removing all stop words and applying TF-IDF (Term Frequency-Inverse Document Frequency).

B. Converting all text to lowercase and removing punctuation.

C. Stemming and lemmatization to reduce words to their root form.

D. Increasing the vocabulary size of the tokenizer.

E. Applying word embeddings to capture semantic meaning.

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Question 175/192

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