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Language & Communication

A chatbot generates a narrative based on user input, but the story feels disjointed, with non-sequiturs that break immersion. Why does this loss of coherence happen?

A)Statistical word association dominance
B)Inadequate context vector embeddings
C)Attention mechanism overfitting locally
D)Insufficient long-range dependency modeling

💡 Explanation

The disjointed narrative arises because the chatbot's long-range dependency modeling is insufficient; therefore, it fails to maintain a coherent plot across extended sequences. The attention mechanism struggles to connect distant but semantically linked elements, rather than just focusing locally, because long-term dependencies require a different approach to capture the narrative flow.

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