Paper Citation Record · LEDGER

Temporal Preference Optimization for Long-Form Video Understanding

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2501.13919.

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

pith.paper-citation-record.v1
2501.13919 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:28:46.708160Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T13:45:46.078854Z

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 07820ea5-d273-419d-b0f9-1712d3f3882c · inbound

Unified Reward Model for Multimodal Understanding and Generation cites this paper.

Unified Reward Model for Multimodal Understanding and Generation Temporal Preference Optimization for Long-Form Video Understanding

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-14T00:44:30.698805Z

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.

Observation 94a971de-4074-476a-9cf7-63b5e04448ba · inbound

LeanPO: Lean Preference Optimization for Likelihood Alignment in Video-LLMs cites this paper.

LeanPO: Lean Preference Optimization for Likelihood Alignment in Video-LLMs Temporal Preference Optimization for Long-Form Video Understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:46.708160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad71e2fe-5895-4c17-814c-8f8992cfa555 · inbound

How Important are Videos for Training Video LLMs? cites this paper.

How Important are Videos for Training Video LLMs? Temporal Preference Optimization for Long-Form Video Understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:07.841588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4e058ca-8cf5-4bea-9fd7-7106af43756d · inbound

Towards Temporal Compositional Reasoning in Long-Form Sports Videos cites this paper.

Towards Temporal Compositional Reasoning in Long-Form Sports Videos Temporal Preference Optimization for Long-Form Video Understanding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T19:27:29.843866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae89cc00-7ed8-4799-a24e-f763409a485b · inbound

CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding cites this paper.

CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding Temporal Preference Optimization for Long-Form Video Understanding

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T13:45:46.080486Z

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.

Observation ea400a07-fc86-4d12-83fd-776d02899ee7 · inbound

CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding cites this paper.

CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding Temporal Preference Optimization for Long-Form Video Understanding

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T00:18:46.708657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80fa6c11-be87-49d7-ac79-ab920f783b35 · inbound

Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction cites this paper.

Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction Temporal Preference Optimization for Long-Form Video Understanding

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:54:22.386718Z

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.