Paper Citation Record · LEDGER

SetKE: Knowledge Editing for Knowledge Elements Overlap

As of 21 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2504.20972.

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

pith.paper-citation-record.v1
2504.20972 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:20:28.096171Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:27:26.221123Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T22:27:26.405418Z

Reference resolution

20 of 20 outbound references displayed

verified exact0
verified fuzzy14
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a5e3b686-459a-41ef-b3af-a2c98537bcaa · outbound

This paper cites T-rex: A large scale alignment of nat- ural language with knowledge base triples.

SetKE: Knowledge Editing for Knowledge Elements Overlap T-rex: A large scale alignment of nat- ural language with knowledge base triples

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.526762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b6fa66d0-bdd4-4871-9d10-99361274d4a2 · outbound

This paper cites Transformer feed-forward layers build predictions by pro- moting concepts in the vocabulary space.

SetKE: Knowledge Editing for Knowledge Elements Overlap Transformer feed-forward layers build predictions by pro- moting concepts in the vocabulary space

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.494386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 39bbadc4-0ee4-4e3c-a93b-e4ed8945f7fc · outbound

This paper cites Editing common sense in transformers.

SetKE: Knowledge Editing for Knowledge Elements Overlap Editing common sense in transformers

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.477783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e0c1bd52-f631-4d2c-90d0-2b7cc297ad3d · outbound

This paper cites Commonsense knowledge editing based on free-text in llms.

SetKE: Knowledge Editing for Knowledge Elements Overlap Commonsense knowledge editing based on free-text in llms

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.461698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0b054080-3794-4c27-9b9f-8f075053a45d · outbound

This paper cites an unresolved cited work.

SetKE: Knowledge Editing for Knowledge Elements Overlap Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:20:28.428365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e85e3385-66eb-4df7-9e66-a394aa20b8dc · outbound

This paper cites Modi- fying memories in transformer models.

SetKE: Knowledge Editing for Knowledge Elements Overlap Modi- fying memories in transformer models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.411784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 12bb96ba-8645-4b2a-9547-d89a4ed91058 · outbound

This paper cites Does large language model contain task-specific neurons? In Proceedings of the 2024 Conference on Empirical Methods in Natural Lan- guage Processing, pages 7101–7113,.

SetKE: Knowledge Editing for Knowledge Elements Overlap Does large language model contain task-specific neurons? In Proceedings of the 2024 Conference on Empirical Methods in Natural Lan- guage Processing, pages 7101–7113,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.393474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65308789-23ef-4d81-95db-9921c10e1f64 · outbound

This paper cites WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models.

SetKE: Knowledge Editing for Knowledge Elements Overlap WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:28.070557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14d01f7e-b9e2-48f0-a63e-c7955b8e1655 · outbound

This paper cites Editing conceptual knowledge for large language models.

SetKE: Knowledge Editing for Knowledge Elements Overlap Editing conceptual knowledge for large language models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.376660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1f97f345-e6f5-4d87-bca8-461d98c97a24 · outbound

This paper cites Assessing Knowledge Editing in Language Models via Relation Perspective.

SetKE: Knowledge Editing for Knowledge Elements Overlap Assessing Knowledge Editing in Language Models via Relation Perspective

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-16T05:20:28.141537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ca93e442-be92-47d5-8380-7842de5be727 · outbound

This paper cites Can we edit factual knowledge by in-context learning? In Proceedings of the 2023 Conference on Empirical Methods in Natural Lan- guage Processing, pages 4862–4876,.

SetKE: Knowledge Editing for Knowledge Elements Overlap Can we edit factual knowledge by in-context learning? In Proceedings of the 2023 Conference on Empirical Methods in Natural Lan- guage Processing, pages 4862–4876,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.360087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 68fcb2b7-241d-4ff0-b36b-9aa39a0819ca · outbound

This paper cites A.2 Implementation Details The experiments are implemented using the PyTorch frame- work and run on a machine with eight NVIDIA GeForce RTX 3090 GPUs.

SetKE: Knowledge Editing for Knowledge Elements Overlap A.2 Implementation Details The experiments are implemented using the PyTorch frame- work and run on a machine with eight NVIDIA GeForce RTX 3090 GPUs

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.326540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f6d958f3-9ccc-4bcf-830f-14ab3de3632d · outbound

This paper cites Zero-shot relation extraction via reading compre- hension.

SetKE: Knowledge Editing for Knowledge Elements Overlap Zero-shot relation extraction via reading compre- hension

Reference 1955

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.445038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b42faed5-5aad-43dd-8cf5-a4f608259669 · outbound

This paper cites Transformer Feed-Forward Layers Are Key-Value Memories.

SetKE: Knowledge Editing for Knowledge Elements Overlap Transformer Feed-Forward Layers Are Key-Value Memories

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:28.013735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c92f198-3766-4d67-83d2-997f472bb09b · outbound

This paper cites In-Context Editing: Learning Knowledge from Self-Induced Distributions.

SetKE: Knowledge Editing for Knowledge Elements Overlap In-Context Editing: Learning Knowledge from Self-Induced Distributions

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:28.055139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a144ce-2dfd-4d69-b59b-1d316deff492 · outbound

This paper cites Transformer feed-forward layers are key-value memories.

SetKE: Knowledge Editing for Knowledge Elements Overlap Transformer feed-forward layers are key-value memories

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.510500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b9f4d028-4a0b-4253-aaeb-e94617669f15 · outbound

This paper cites Calibrating factual knowledge in pretrained language models.

SetKE: Knowledge Editing for Knowledge Elements Overlap Calibrating factual knowledge in pretrained language models

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.542769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80a3e3c8-492e-4b8d-8b03-22dc1d7557bc · outbound

This paper cites Editing fac- tual knowledge in language models.

SetKE: Knowledge Editing for Knowledge Elements Overlap Editing fac- tual knowledge in language models

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.558123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9b8d7ba-2a93-411c-b61c-d7a466025025 · outbound

This paper cites Mquake: Assessing knowledge editing in language models via multi-hop ques- tions.

SetKE: Knowledge Editing for Knowledge Elements Overlap Mquake: Assessing knowledge editing in language models via multi-hop ques- tions

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:20:28.343529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c2f939e1-4a12-40b8-a351-2fad6672f48c · outbound

This paper cites WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing.

SetKE: Knowledge Editing for Knowledge Elements Overlap WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:28.034432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2311bf21-cfa3-4b47-b020-9814f193a372 · inbound

Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs cites this paper.

Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs SetKE: Knowledge Editing for Knowledge Elements Overlap

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:27:26.409644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.