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Paper Citation Record · LEDGER

HDEE: Heterogeneous Domain Expert Ensemble

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2502.19385.

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

pith.paper-citation-record.v1
2502.19385 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:11:38.252026Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T16:11:38.298311Z

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 a5f4ac86-69ee-4962-8a27-59534893ae92 · inbound

Sharing is Caring: Efficient LM Post-Training with Collective RL Experience Sharing cites this paper.

Sharing is Caring: Efficient LM Post-Training with Collective RL Experience Sharing HDEE: Heterogeneous Domain Expert Ensemble

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-15T16:11:38.305753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T16:11:38.252026Z digest=sha256:538013f0e893621174d97dce7f875637430d62a54922260baf812e3777117914