Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization
As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.07672.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:19:00.184893Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T05:42:00.027393Z
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 dbd5aa25-1298-4605-ac66-3cc037be1fa7 · inbound
DeepShop: A Benchmark for Deep Research Shopping Agents cites this paper.
DeepShop: A Benchmark for Deep Research Shopping Agents MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:19:00.184893Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10244946-515c-4eac-8887-dbf5191fb7c2 · inbound
Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding cites this paper.
Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T05:42:00.035197Z
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.
Observation 693f9901-b9da-476e-82ae-d18c17c5be66 · inbound
Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems cites this paper.
Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:50:10.510849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.