#highlevel
Ambiguity: Words and sentences can have multiple meanings depending on the context. Resolving this ambiguity is a major challenge in NLP.
Context Understanding: Accurately interpreting meaning requires understanding context, which can be complex and nuanced.
Cultural and Linguistic Variations: Different cultures and languages have unique expressions, idioms, and norms that NLP systems must learn to interpret correctly.
Data Scarcity: For less commonly spoken languages or specialized domains, there may be limited training data available, making it harder to develop effective NLP models.