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Paper Citation Record · LEDGER

Strategies for Improving NL-to-FOL Translation with LLMs: Data Generation, Incremental Fine-Tuning, and Verification

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2409.16461.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2409.16461 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:55:17.740445Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ca608db8-6b78-4f60-acac-53d8d037c4b7 · inbound

Do Large Language Models Excel in Complex Logical Reasoning with Formal Language? cites this paper.

Do Large Language Models Excel in Complex Logical Reasoning with Formal Language? Strategies for Improving NL-to-FOL Translation with LLMs: Data Generation, Incremental Fine-Tuning, and Verification

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T14:55:17.740445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:55:17.740445Z digest=sha256:3bf2c8ecf0e3f85b43d1dd1a854a70d5b52f187ba7e3125c8853ed3f37bc8f0e

Observation 364cffa8-0ada-4631-844e-ad15dfe307d4 · inbound

Logical Reasoning with Outcome Reward Models for Test-Time Scaling cites this paper.

Logical Reasoning with Outcome Reward Models for Test-Time Scaling Strategies for Improving NL-to-FOL Translation with LLMs: Data Generation, Incremental Fine-Tuning, and Verification

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T15:26:52.784006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:26:52.784006Z digest=sha256:671f21b11aece4120393a18f9ee0968e31ee68ce8c02a867fce3b2eaedde5485

Observation 662f921a-9d80-4159-ae94-659b0614c409 · inbound

Fixing FOLIO and MALLS: Verified Annotations and an LLM-assisted Framework to Focus Human Relabeling cites this paper.

Fixing FOLIO and MALLS: Verified Annotations and an LLM-assisted Framework to Focus Human Relabeling Strategies for Improving NL-to-FOL Translation with LLMs: Data Generation, Incremental Fine-Tuning, and Verification

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-06-28T14:32:17.757969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-28T14:29:43.379840Z digest=sha256:a1b1eb92494632ef6269bb1b88c8bd2ef11366cabb19ed1bc8bea677c779cc64