How can NLP techniques be applied to solve text summarization challenges?
Instruction: Outline the approaches for text summarization and discuss their advantages and limitations.
Context: This question assesses the candidate's ability to apply NLP methods to a specific task, demonstrating their problem-solving skills and understanding of NLP applications.
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Text summarization can be approached with extractive methods, abstractive methods, or hybrids. Extractive methods select passages from the source, making wording traceable but potentially leaving repetition or incoherent transitions...