[Solved] What is a hybrid approach in NLP? — Ans: Combining rule-based and machine learning methods | NLP

NLP - Sentiment Analysis Advanced

What is a hybrid approach in NLP?

ACombining rule-based and machine learning methods

BUsing only deep learning models

CApplying only handcrafted rules

DIgnoring data and using dictionaries

Step-by-Step Solution

Solution:

Step 1: Understand the components of hybrid NLP
Hybrid NLP combines rule-based systems (handcrafted rules) and machine learning models to leverage strengths of both.
Step 2: Identify the correct definition
Only Combining rule-based and machine learning methods describes combining both methods, while others focus on one or ignore data.
Final Answer:
Combining rule-based and machine learning methods -> Option A
Quick Check:
Hybrid approach = Combining rule-based and ML [OK]

Quick Trick: Hybrid means mixing rules and learning models [OK]

Common Mistakes:

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