ExSPIN: Explicit Feedback-Based Self-Play Fine-Tuning for Text-to-SQL Parsing.

Yan L, Su J, Liu C, Duan S, Zhang Y, Li J, Han P, Liu Y

DOI: 10.3390/e27030235
Published: 2025 Feb 25
Container: Entropy (Basel, Switzerland)
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.3390/e27030235,
  title = {ExSPIN: Explicit Feedback-Based Self-Play Fine-Tuning for Text-to-SQL Parsing.},
  author = {Yan L and Su J and Liu C and Duan S and Zhang Y and Li J and Han P and Liu Y},
  year = {2025},
  journal = {Entropy (Basel, Switzerland)},
  doi = {10.3390/e27030235},
  url = {https://doi.org/10.3390/e27030235}
}

RIS

TY  - JOUR
TI  - ExSPIN: Explicit Feedback-Based Self-Play Fine-Tuning for Text-to-SQL Parsing.
AU  - Yan L
AU  - Su J
AU  - Liu C
AU  - Duan S
AU  - Zhang Y
AU  - Li J
AU  - Han P
AU  - Liu Y
PY  - 2025
JO  - Entropy (Basel, Switzerland)
DO  - 10.3390/e27030235
UR  - https://doi.org/10.3390/e27030235
ER  -

APA

L, Y., J, S., C, L., S, D., Y, Z., J, L., P, H., & Y, L. (2025). ExSPIN: Explicit Feedback-Based Self-Play Fine-Tuning for Text-to-SQL Parsing.. Entropy (Basel, Switzerland). https://doi.org/10.3390/e27030235

Source records

pubmed · retrieved 2026-09-26T12:49:46.199Z