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Paper Citation Record · LEDGER

ACT: Automated Constraint Targeting for Multi-Objective Recommender Systems

As of 7 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2509.03661.

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

pith.paper-citation-record.v1
2509.03661 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:50:57.697349Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

8 of 8 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d7b145ae-4aa0-44fd-92f8-3b2ad7967c67 · outbound

This paper cites Fairness in Recommendation Ranking through Pairwise Comparisons.

ACT: Automated Constraint Targeting for Multi-Objective Recommender Systems Fairness in Recommendation Ranking through Pairwise Comparisons

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T10:50:57.925963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T10:50:57.665624Z digest=sha256:85e3c8ea0e6a2e2672a086134b7f8cab265e9fb8c7abb70feca579b7f10a6350

Observation e1bb1ccd-ca3a-493d-8b31-a2ac73038ca3 · outbound

This paper cites Two-Stage Constrained Actor-Critic for Short Video Recommendation.

ACT: Automated Constraint Targeting for Multi-Objective Recommender Systems Two-Stage Constrained Actor-Critic for Short Video Recommendation

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T10:50:57.670484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:50:57.670484Z digest=sha256:238a5f2e74852593ae373f9096389ad9432434e8151c36238296dd2fac1640eb

Observation e6f87044-7ca7-45f6-9658-728984a5914f · outbound

This paper cites an unresolved cited work.

ACT: Automated Constraint Targeting for Multi-Objective Recommender Systems Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:50:57.954372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T10:50:57.675009Z digest=sha256:98564bfd6a89e22c97b4efb0c9f0e9b1ebbd60d929e846f06b82bc6e31fe5a57

Observation a649527e-53fa-4ad5-ae21-319c21e0984d · outbound

This paper cites Multi-Objective Recommendation via Multivariate Policy Learning.

ACT: Automated Constraint Targeting for Multi-Objective Recommender Systems Multi-Objective Recommendation via Multivariate Policy Learning

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-05T10:50:57.888686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T10:50:57.679044Z digest=sha256:559c0914b8f88820c4c972a4d8b3036018f3e48615690635828d41adcd2545e4

Observation 18ddde2e-7aee-462d-9910-0a9da61a88f7 · outbound

This paper cites an unresolved cited work.

ACT: Automated Constraint Targeting for Multi-Objective Recommender Systems Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:50:57.940301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T10:50:57.683557Z digest=sha256:1f8f43be925d3cc0ec038439f3958bc7f80269029529932bdcd6de54c04d9b3f

Observation 60d13f8a-d144-48fa-b4a5-efe923f99cce · outbound

This paper cites an unresolved cited work.

ACT: Automated Constraint Targeting for Multi-Objective Recommender Systems Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T10:50:57.688100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:50:57.688100Z digest=sha256:13e2a4f9e622ae99a3fc3916eb3d2d1e779b022dc784423b4de0df50c45e7be0

Observation b738e29d-7785-4a53-b5b1-dbad61ce7f92 · outbound

This paper cites Learned Ranking Function: From Short-term Behavior Predictions to Long-term User Satisfaction.

ACT: Automated Constraint Targeting for Multi-Objective Recommender Systems Learned Ranking Function: From Short-term Behavior Predictions to Long-term User Satisfaction

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-05T10:50:57.749868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T10:50:57.692537Z digest=sha256:3c8eb9c791cb85e06ec90ac41b145c3787c73fc83bab3fe06a069daee631a7d3

Observation 51c50853-d0c3-4a73-8078-318209ff95fd · outbound

This paper cites an unresolved cited work.

ACT: Automated Constraint Targeting for Multi-Objective Recommender Systems Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T10:50:57.697349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:50:57.697349Z digest=sha256:a1f0e6a6dd21a8ed3ed91daa0d624f114e72aa0a6c943aa26798b24b4b3e453b

Pith citing papers

No inbound Pith citation observations are available.