Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Beyond Static Models: An Evolving Framework for Continual Learning in Large Language Models across Training Stages
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2603.12658.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T10:20:58.760138Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T00:42:56.600192Z
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 bd0e1349-a1ea-482c-ba44-9c51f3bfa4f1 · inbound
Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering cites this paper.
Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering Beyond Static Models: An Evolving Framework for Continual Learning in Large Language Models across Training Stages
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T02:18:55.465785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 89d72d52-67a2-45a7-b8d5-60065e1b6f15 · inbound
Hidden Failure Modes of Gradient Modification under Adam in Continual Learning, and Adaptive Decoupled Moment Routing as a Repair cites this paper.
Hidden Failure Modes of Gradient Modification under Adam in Continual Learning, and Adaptive Decoupled Moment Routing as a Repair Beyond Static Models: An Evolving Framework for Continual Learning in Large Language Models across Training Stages
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T02:18:55.465785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c8f065ae-ba4b-43a9-8998-8363428793f5 · inbound
Self-Consolidating Language Models: Continual Knowledge Incorporation from Context cites this paper.
Self-Consolidating Language Models: Continual Knowledge Incorporation from Context Beyond Static Models: An Evolving Framework for Continual Learning in Large Language Models across Training Stages
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T02:18:55.465785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d567e88c-dc4b-4b49-a178-e1f3f872a8ac · inbound
Self-Consolidating Language Models: Continual Knowledge Incorporation from Context cites this paper.
Self-Consolidating Language Models: Continual Knowledge Incorporation from Context Beyond Static Models: An Evolving Framework for Continual Learning in Large Language Models across Training Stages
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T02:18:55.465785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5e264e82-fb22-445b-be76-ff5a4cc9ff5d · inbound
Continual Learning for Sequential Personalization of Small Language Models: A Stability Monitoring Analysis cites this paper.
Continual Learning for Sequential Personalization of Small Language Models: A Stability Monitoring Analysis Beyond Static Models: An Evolving Framework for Continual Learning in Large Language Models across Training Stages
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-08-11T02:18:55.465785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7ac13e61-474e-4525-9d75-c60b6d14505e · inbound
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA cites this paper.
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Beyond Static Models: An Evolving Framework for Continual Learning in Large Language Models across Training Stages
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T10:20:58.760138Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.