Paper Citation Record · LEDGER

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge

As of 4 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 1 inbound Pith citation observation for arXiv:2604.22939.

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

pith.paper-citation-record.v1
2604.22939 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T11:54:35.149709Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-09T04:49:14.556768Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T04:55:58.792433Z

Reference resolution

10 of 10 outbound references displayed

verified exact2
verified fuzzy4
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 789518fe-e0d2-4b7d-b92a-d867883776d6 · outbound

This paper cites findings-acl.1016/.

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge findings-acl.1016/

Reference 1

Resolution: metadata mismatch; doi, observed 2026-05-08T21:44:16.824585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 650fff62-0219-436a-b06d-6f63e93c0fcb · outbound

This paper cites Vector Ontologies as an LLM world view extraction method.

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge Vector Ontologies as an LLM world view extraction method

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:26:10.006562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 7e52dfca-1455-4bac-92fc-dfa4ed2b1946 · outbound

This paper cites Qwen2 Technical Report.

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge Qwen2 Technical Report

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-11T19:26:10.011194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f0b57457-d76d-4be9-b493-ba0874f8ded5 · outbound

This paper cites an unresolved cited work.

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-26T13:52:25.307420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 1e81c8ba-22ee-4759-99e9-8f3380610456 · outbound

This paper cites We report results us- ing k∈ {1,3,5,10} for our financial document datasets but using k∈ {10,15,20} for MMDocRAG to follow its metrics.

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge We report results us- ing k∈ {1,3,5,10} for our financial document datasets but using k∈ {10,15,20} for MMDocRAG to follow its metrics

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:52:25.311329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b69525a0-d3d8-4da6-b9c1-75a7f0e08f31 · outbound

This paper cites It is calculated as the area of their intersection divided by the area of their union: IoU= Area(Bp ∩B gt) Area(Bp ∪B gt) (7) We report the mean IoU across all test samples.

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge It is calculated as the area of their intersection divided by the area of their union: IoU= Area(Bp ∩B gt) Area(Bp ∪B gt) (7) We report the mean IoU across all test samples

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:52:25.315090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ecd08017-84f2-461b-8576-c3c8320efdc1 · outbound

This paper cites This metric highlights the efficiency gains of the task-specific head (ET) compared to sequential token generation (Entp).

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge This metric highlights the efficiency gains of the task-specific head (ET) compared to sequential token generation (Entp)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:52:25.294214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 422ff5b9-2589-432b-bc4e-7610193d383a · outbound

This paper cites an unresolved cited work.

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-26T13:52:25.297473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d4c70bd2-b5ff-4807-b7a0-414ed34d1bdf · outbound

This paper cites It plots the True Positive Rate (TPR= TP TP+FN ) against the False Positive Rate (FPR= FP FP+TN ) at various threshold settings.

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge It plots the True Positive Rate (TPR= TP TP+FN ) against the False Positive Rate (FPR= FP FP+TN ) at various threshold settings

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:52:25.300903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 2a6af1e0-23a2-4066-88f2-cf37a7e93e41 · outbound

This paper cites 27b-ft” and “4b- ft.

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge 27b-ft” and “4b- ft

Reference 10

Resolution: malformed identifier; raw_fallback, observed 2026-05-26T13:52:25.304083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Pith citing papers

Observation 48792b80-469f-4384-a59e-0e3de990ef4e · inbound

Future Confidence Distillation in Large Language Models cites this paper.

Future Confidence Distillation in Large Language Models Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-07-09T04:55:58.794618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.