NL2BLTL: Automated Generation of Bounded Linear Temporal Logic from Natural Language for Systems Biology.

Tang D, Miskov-Zivanov N

DOI: 10.1101/2025.08.06.668950
Published: 2026 Sep 3
Container: bioRxiv : the preprint server for biology
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:10.1101/2025.08.06.668950,
  title = {NL2BLTL: Automated Generation of Bounded Linear Temporal Logic from Natural Language for Systems Biology.},
  author = {Tang D and Miskov-Zivanov N},
  year = {2026},
  journal = {bioRxiv : the preprint server for biology},
  doi = {10.1101/2025.08.06.668950},
  url = {https://doi.org/10.1101/2025.08.06.668950}
}

RIS

TY  - JOUR
TI  - NL2BLTL: Automated Generation of Bounded Linear Temporal Logic from Natural Language for Systems Biology.
AU  - Tang D
AU  - Miskov-Zivanov N
PY  - 2026
JO  - bioRxiv : the preprint server for biology
DO  - 10.1101/2025.08.06.668950
UR  - https://doi.org/10.1101/2025.08.06.668950
ER  -

APA

D, T., & N, M. (2026). NL2BLTL: Automated Generation of Bounded Linear Temporal Logic from Natural Language for Systems Biology.. bioRxiv : the preprint server for biology. https://doi.org/10.1101/2025.08.06.668950

Source records

pubmed · retrieved 2026-11-10T09:59:22.694Z