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Paper Citation Record · LEDGER

Preference optimization of protein language models as a multi-objective binder design paradigm

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2403.04187.

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

pith.paper-citation-record.v1
2403.04187 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:17:57.153314Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T19:05:46.908375Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 96df4d3f-e253-4aba-93bf-048eba9f34c1 · inbound

Improving Inverse Folding for Peptide Design with Diversity-regularized Direct Preference Optimization cites this paper.

Improving Inverse Folding for Peptide Design with Diversity-regularized Direct Preference Optimization Preference optimization of protein language models as a multi-objective binder design paradigm

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-23T19:05:46.911221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-23T19:03:53.675107Z digest=sha256:804eaeccd7d06a0afdba0ce0fe75c1a55d21675c66a8305ebe944d74ce620a3f

Observation dd6f3c4a-5664-4e10-ad90-3218ce638e9f · inbound

Protein Inverse Folding From Structure Feedback cites this paper.

Protein Inverse Folding From Structure Feedback Preference optimization of protein language models as a multi-objective binder design paradigm

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T11:17:57.153314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:17:57.153314Z digest=sha256:2ca7c276e3d71b5e2a4035de9783222126917ef22b40b8761c6c0ca9cca2ba91