N-rep consistency achieves comparable BIRD benchmark scores for text-to-SQL at $0.039 per query by combining multiple schema representations, without chain-of-thought reasoning or fine-tuning.
Accessed: 2025-05-
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Cheaper, Better, Faster, Stronger: Robust Text-to-SQL without Chain-of-Thought or Fine-Tuning
N-rep consistency achieves comparable BIRD benchmark scores for text-to-SQL at $0.039 per query by combining multiple schema representations, without chain-of-thought reasoning or fine-tuning.