Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.19396.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:33:54.880840Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T06:31:24.706841Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 64413cef-0d91-4807-9ca8-f8e52ee96539 · inbound
FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain Comparing Few to Rank Many: Active Human Preference Learning using Randomized Frank-Wolfe
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3dc6952f-33d2-4a0c-8a49-5617d87ef2a4 · inbound
MASS-DPO: Multi-negative Active Sample Selection for Direct Policy Optimization Comparing Few to Rank Many: Active Human Preference Learning using Randomized Frank-Wolfe
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.