Can you explain how synonym replacement works in natural language processing?
Sure! Synonym replacement involves substituting words in a text with their synonyms to enhance variety or alter meaning.
What are some common techniques used for finding synonyms?
Common techniques include using thesauruses, word embeddings, and semantic similarity measures.
Are there any challenges with synonym replacement?
Yes, challenges include maintaining context, avoiding loss of meaning, and ensuring grammatical correctness.
Can synonym replacement improve text generation?
Absolutely! It can make generated text more diverse and engaging, but it must be done carefully to preserve meaning.
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