ACtE09 · Chapter 9AI & Neural Networks🏛️ Past Licensure QuestionID: 0e54e18c
What is the primary main challenge of NLP?
What is the primary main challenge of NLP?
Multiple Choice Options
- A
Handling Tokenization
- B
Handling POS-Tagging
- C✓ Correct Option
Handling Ambiguity of Sentences
- D
None of the above
Detailed Technical Solution & Explanation
The single most pervasive, difficult challenge in Natural Language Processing is handling linguistic Ambiguity across lexical (polysemy), syntactic (parsing attachment), semantic (word sense), and pragmatic contexts.
Option Analysis:
•
Option A (Handling Tokenization): Solved with standard tokenizers (BPE, WordPiece).
•
Option B (Handling POS-Tagging): Well-solved by statistical and neural taggers.
•
Option C (Handling Ambiguity of Sentences): Correct. The defining, most complex fundamental obstacle in natural language understanding.
•
Option D (None of the above): Incorrect.
Reference: Mock Test 04NEC Licensure Syllabus