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Paper Citation Record · LEDGER

The Importance of Online Data: Understanding Preference Fine-tuning via Coverage

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2406.01462.

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

pith.paper-citation-record.v1
2406.01462 v2

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 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:11:14.781971Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T23:04:01.791409Z

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 d2b150d1-58cd-4487-aa4b-176f7418581f · inbound

Self-Improvement in Language Models: The Sharpening Mechanism cites this paper.

Self-Improvement in Language Models: The Sharpening Mechanism The Importance of Online Data: Understanding Preference Fine-tuning via Coverage

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T00:11:14.781971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:11:14.781971Z digest=sha256:cc690bfbcab07c9b9b978f26609fc25c2a20363080f8f70b5ea3efb178302552

Observation 0d8f4596-48c9-487e-98d3-a8d74250d44d · inbound

Hybrid Preference Optimization for Alignment: Provably Faster Convergence Rates by Combining Offline Preferences with Online Exploration cites this paper.

Hybrid Preference Optimization for Alignment: Provably Faster Convergence Rates by Combining Offline Preferences with Online Exploration The Importance of Online Data: Understanding Preference Fine-tuning via Coverage

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T15:55:20.398995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:55:20.398995Z digest=sha256:bfecb7c48c960c951efddf702fe45ba4d579f6f9cb037652f5675d7a368c14f9

Observation 81645984-3b6b-49bc-a041-bd0ce3b2f585 · inbound

Toward Native Multimodal Modeling: A Roadmap cites this paper.

Toward Native Multimodal Modeling: A Roadmap The Importance of Online Data: Understanding Preference Fine-tuning via Coverage

Reference 188

Resolution
verified exact
arxiv_id, observed 2026-06-29T23:04:01.793274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-29T22:58:38.610609Z digest=sha256:9211b8f2f9b56b62de8da8c3dbfd51c951d7a676845e2dde6d12e20a9bb5258e