Self-Consistency

Intro

Sampling multiple outputs and selecting consensus.

Full Definition

Sampling multiple outputs and selecting consensus.

Keywords

multiple samples

Domains

Prompting & Instructions

Related Terms

Reflection Prompting related to

Asking model to review and improve output.

 Decomposition Prompt related to

Breaking tasks into sub-steps.

 Scratchpad related to

Temporary reasoning space (often hidden).

 Retrieval Prompt related to

Prompt augmented with retrieved documents.

 Few-Shot Prompting related to

Multiple examples included in prompt.

 Role Prompting related to

Assigning a role or identity to the model.

 Constraint Prompting related to

Explicit output constraints (format, tone).

 Delimited Prompt related to

Using markers to isolate context segments.

Concept Map

See how Self-Consistency connects to other concepts.

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