Exposure Bias

Intermediate

Differences between training and inference conditions.

Full Definition

Differences between training and inference conditions.

Keywords

training mismatch

Domains

Model Failure Modes

Related Terms

Catastrophic Forgetting related to

Loss of old knowledge when learning new tasks.

 Distribution Shift related to

Train/test environment mismatch.

 Feedback Loop Collapse related to

Model trained on its own outputs degrades quality.

 Spurious Correlation related to

Model relies on irrelevant signals.

 Hallucination related to

Model-generated content that is fluent but unsupported by evidence or incorrect; mitigated by grounding and verificat...

 Overgeneralization related to

Applying learned patterns incorrectly.

Concept Map

See how Exposure Bias connects to other concepts.

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