What is recorded here?
Sampled diverse reasoning paths and aggregated their answers to improve measured performance relative to greedy chain-of-thought decoding.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Year follows the 2022 preprint; ICLR publication was 2023. More sampled paths cost additional inference and consensus does not establish answer correctness.
Read the original work
- Self-Consistency Improves Chain of Thought Reasoning in Language Models
- Google Research: self-consistency paper
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
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People and systems
Xuezhi Wang; Jason Wei; Dale Schuurmans; Quoc Le; Ed Chi; Sharan Narang; Aakanksha Chowdhery; Denny Zhou
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
Wang and colleagues: self-consistency decoding for reasoning
Sampled diverse reasoning paths and aggregated their answers to improve measured performance relative to greedy chain-of-thought decoding.
Scientific scope
Year follows the 2022 preprint; ICLR publication was 2023. More sampled paths cost additional inference and consensus does not establish answer correctness.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Xuezhi Wang; Jason Wei; Dale Schuurmans; Quoc Le; Ed Chi; Sharan Narang; Aakanksha Chowdhery; Denny Zhou
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.