Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Mixture of Parrots: Experts improve memorization more than reasoning
As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2410.19034.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-02T22:10:59.568675Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T22:17:25.604040Z
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 4102ca0a-6bc1-4388-8918-055a55cb434b · inbound
Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts cites this paper.
Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts Mixture of Parrots: Experts improve memorization more than reasoning
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:15:59.040932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 59ecf0c2-adee-4f84-a231-22a944848b85 · inbound
Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale cites this paper.
Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale Mixture of Parrots: Experts improve memorization more than reasoning
Reference 79
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T22:17:25.606439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.