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Related Questions
- Can you provide examples of tasks where contextual understanding is beneficial?
- How do non-contextual word embeddings, such as word2vec, perform on sentiment analysis tasks?
- What are the challenges in achieving contextual understanding in NLP, and how are they addressed in deep learning models?
- Can you discuss the impact of contextual understanding on the performance of question answering models?
- How does contextual understanding differ from common sense in natural language processing?
- Can you elaborate on the role of context in disambiguating words with multiple meanings in a sentence?
- What are some key limitations of non-contextual approaches to sentiment analysis, and how do contextual methods overcome these limitations?
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