Paper Citation Record · LEDGER

Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2503.23895.

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

pith.paper-citation-record.v1
2503.23895 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:38:00.603680Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 32f7083c-547d-4356-8ce4-c929f7dc1907 · inbound

Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models cites this paper.

Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T15:38:00.603680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ab7519b-2e80-47db-b325-e768c1c41a3c · inbound

MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models cites this paper.

MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:56.589490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffc1d9ed-7db8-4c53-b85a-4cedb749a100 · inbound

Dynamic and Parametric Retrieval-Augmented Generation cites this paper.

Dynamic and Parametric Retrieval-Augmented Generation Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T05:54:56.340509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 295205d4-d1ba-4c94-aa88-832a949125ff · inbound

EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora cites this paper.

EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T22:44:02.869515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bf07a55-0b9f-4e4f-858b-6d478993a7d4 · inbound

MemOS: A Memory OS for AI System cites this paper.

MemOS: A Memory OS for AI System Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-15T08:20:22.737506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f823406-e5d9-42d1-a39d-82444c65b6a5 · inbound

MHA-RAG: Improving Efficiency, Accuracy, and Consistency by Encoding Exemplars as Soft Prompts cites this paper.

MHA-RAG: Improving Efficiency, Accuracy, and Consistency by Encoding Exemplars as Soft Prompts Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T11:23:51.708527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a001a04-8f2b-4e93-82ac-6eea4dc30e8a · inbound

GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models cites this paper.

GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T23:37:57.741918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb9926dc-5247-452d-a9c0-5bde2814c730 · inbound

FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters cites this paper.

FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T04:20:53.746926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cdfdf3f-e278-4978-8c0d-24e8c95388de · inbound

Skill Retrieval Augmentation for Agentic AI cites this paper.

Skill Retrieval Augmentation for Agentic AI Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:56:20.036136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4d9c2f7f-e48f-4477-b8c9-d4d2fc8dcb0d · inbound

Skill Retrieval Augmentation for Agentic AI cites this paper.

Skill Retrieval Augmentation for Agentic AI Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:50:28.554129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 529b9ba0-d004-4ea4-b661-6697786e3801 · inbound

Skill Retrieval Augmentation for Agentic AI cites this paper.

Skill Retrieval Augmentation for Agentic AI Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-07-01T08:55:34.831001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0caf5aed-d81a-42e7-900f-b6abf25b89fd · inbound

Enhancing Judgment Document Generation via Agentic Legal Information Collection and Rubric-Guided Optimization cites this paper.

Enhancing Judgment Document Generation via Agentic Legal Information Collection and Rubric-Guided Optimization Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:26:06.686631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 52253ef6-936f-4029-be31-c2b73440bda3 · inbound

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning cites this paper.

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:33:13.247472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 884f5a74-8952-4ccb-9c5a-9d6d87251a35 · inbound

Rethinking LoRA Memory Through the Lens of KV Cache Compression cites this paper.

Rethinking LoRA Memory Through the Lens of KV Cache Compression Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:16:58.804423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 210f5a0b-afba-4027-adbb-1b78d72a4d46 · inbound

MetaSyn: A Benchmark for LLM Agents on Meta-Analysis Articles from Nature Portfolio cites this paper.

MetaSyn: A Benchmark for LLM Agents on Meta-Analysis Articles from Nature Portfolio Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:48:45.667990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 08d9260e-1552-4252-a6f0-4798e2a36cf1 · inbound

MetaSyn: A Benchmark for LLM Agents on Meta-Analysis Articles from Nature Portfolio cites this paper.

MetaSyn: A Benchmark for LLM Agents on Meta-Analysis Articles from Nature Portfolio Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-06-30T10:24:36.375109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7059285d-71fc-42c5-ac93-7bdce70dea09 · inbound

RWGBench: Evaluating Scholarly Positioning in Related Work Generation cites this paper.

RWGBench: Evaluating Scholarly Positioning in Related Work Generation Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-06-28T17:42:25.894495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc61669f-6976-442f-b765-6a26ed47be92 · inbound

RWGBench: Evaluating Scholarly Positioning in Related Work Generation cites this paper.

RWGBench: Evaluating Scholarly Positioning in Related Work Generation Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-12T15:28:38.440688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c062973d-2997-4efb-af76-4a6d24a0e237 · inbound

RWGBench: Evaluating Scholarly Positioning in Related Work Generation cites this paper.

RWGBench: Evaluating Scholarly Positioning in Related Work Generation Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-14T18:37:13.680462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50e26049-6cd3-49fa-867b-7fa74d644621 · inbound

RWGBench: Evaluating Scholarly Positioning in Related Work Generation cites this paper.

RWGBench: Evaluating Scholarly Positioning in Related Work Generation Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T12:42:27.910682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.