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Related Questions
- What is the concept of uncertainty in language modeling and how does it arise?
- How do language models handle uncertainty in their predictions and outputs?
- What are the implications of uncertainty in language modeling for applications such as natural language processing and machine translation?
- Can you explain the difference between epistemic uncertainty and aleatoric uncertainty in language modeling?
- How do techniques such as Bayesian neural networks and Monte Carlo dropout address uncertainty in language modeling?
- What is the role of uncertainty in language modeling in relation to model calibration and reliability?
- How can uncertainty in language modeling be quantified and visualized for better understanding and decision-making?
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