Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:41:33.330029Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 0 inbound Pith citation observations for arXiv:2507.05019.
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, observed 2026-08-06T19:41:33.330029Z
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
A source-named dated measurement, never combined with another source.
Source: cited_works
4 of 4 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1336d828-c005-4c23-8f3f-fcf5c3ab5e22 · outbound
Meta-Learning Transformers to Improve In-Context Generalization A pre-processing step is applied to remove special characters and convert all names to lowercase, ensuring consistency in the comparison
Reference 1
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.
Observation f3f9ac87-3bd1-43b9-ab0d-81558b5dd91f · outbound
Meta-Learning Transformers to Improve In-Context Generalization Scores above a certain threshold are considered indicative of overlap
Reference 2
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.
Observation 2715ff66-6145-42c0-af3b-530580400815 · outbound
Meta-Learning Transformers to Improve In-Context Generalization Unresolved cited work
Reference 2009
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 891b2195-bba5-4a67-93c6-c737b08371e8 · outbound
Meta-Learning Transformers to Improve In-Context Generalization Benchmarking General-Purpose In-Context Learning
Reference 2025
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.
No inbound Pith citation observations are available.