Paper Citation Record · LEDGER

PropMEND: Hypernetworks for Knowledge Propagation in LLMs

As of 9 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 2 inbound Pith citation observations for arXiv:2506.08920.

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

pith.paper-citation-record.v1
2506.08920 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:05:58.979885Z

measured 53 of 53 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T12:19:16.491143Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T22:56:20.296296Z

Reference resolution

51 of 51 outbound references displayed

verified exact3
verified fuzzy25
unresolved21
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f5a4f429-e7ad-49c3-92b2-3493780328a2 · outbound

This paper cites Deductive closure training of language models for coherence, accuracy, and updatability.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Deductive closure training of language models for coherence, accuracy, and updatability

Reference 1

Resolution: verified exact; doi, observed 2026-08-07T05:05:59.181643Z

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 3d332fb0-f94f-4431-8861-ac16a61f1caf · outbound

This paper cites a is b” fail to learn “b is a.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs a is b” fail to learn “b is a

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:55.704007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4647c35-563d-49f8-9bfd-015b84df6237 · outbound

This paper cites How do large language models acquire factual knowledge during pretraining? InThe Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs How do large language models acquire factual knowledge during pretraining? InThe Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:06:00.219949Z

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 cad48910-f680-42ca-a4e0-e5189ba3768c · outbound

This paper cites Continual memorization of factoids in language models, 2025.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Continual memorization of factoids in language models, 2025

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:06:00.194630Z

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 64eccae4-518f-400b-ba80-9a72ac27f03a · outbound

This paper cites RECK- ONING: Reasoning through dynamic knowledge encoding.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs RECK- ONING: Reasoning through dynamic knowledge encoding

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:06:00.176790Z

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 b0c7b085-0352-47d4-a490-3d7dd1483d04 · outbound

This paper cites Evaluating the ripple effects of knowledge editing in language models.Transactions of the Association for Computational Linguistics, 12:283–298, 2024.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Evaluating the ripple effects of knowledge editing in language models.Transactions of the Association for Computational Linguistics, 12:283–298, 2024

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:55.919246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 278733f0-dd46-4c45-8c53-1bef2febf2ed · outbound

This paper cites Editing Factual Knowledge in Language Models.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Editing Factual Knowledge in Language Models

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:06:00.156560Z

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 63068006-e03b-45ea-b341-d4ea5c5e2b80 · outbound

This paper cites Alphaedit: Null-space constrained model editing for language models.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Alphaedit: Null-space constrained model editing for language models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:06:00.132728Z

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 c0ab7f29-094b-43be-91f8-47296197efa9 · outbound

This paper cites Franke, Michael Hefenbrock, and Frank Hutter.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Franke, Michael Hefenbrock, and Frank Hutter

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:06:00.106676Z

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 1ee4fc92-854a-46a2-920f-a5c0796812f8 · outbound

This paper cites ECLeKTic: a Novel Challenge Set for Evaluation of Cross- Lingual Knowledge Transfer, 2025.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs ECLeKTic: a Novel Challenge Set for Evaluation of Cross- Lingual Knowledge Transfer, 2025

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:56.168728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a072a00-c933-45ca-a4b4-d5084b0f26ba · outbound

This paper cites Model editing harms general abilities of large language models: Regularization to the rescue.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Model editing harms general abilities of large language models: Regularization to the rescue

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:56.238145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01bfec1c-4dfd-4c21-b6c4-9836428bcbfe · outbound

This paper cites Don't Stop Pretraining: Adapt Language Models to Domains and Tasks.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Don't Stop Pretraining: Adapt Language Models to Domains and Tasks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:56.284114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b5feacf-c71b-4c5a-8b6f-d6402b5dcb23 · outbound

This paper cites Aging with GRACE: Lifelong model editing with discrete key-value adaptors.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Aging with GRACE: Lifelong model editing with discrete key-value adaptors

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:06:00.067556Z

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 a5213c01-f0a5-42b8-9619-1970d63192a6 · outbound

This paper cites Fundamen- tal problems with model editing: How should rational belief revision work in LLMs?Transac- tions on Machine Learning Research, 2024.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Fundamen- tal problems with model editing: How should rational belief revision work in LLMs?Transac- tions on Machine Learning Research, 2024

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:06:00.043009Z

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 ad9604a1-7765-4122-ac4b-40eb25cee6b9 · outbound

This paper cites Instruction-tuned language models are better knowledge learners.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Instruction-tuned language models are better knowledge learners

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:56.471915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9e31c1f-67f5-4966-8d47-f7b350a9125d · outbound

This paper cites Demystifying forgetting in language model fine-tuning with sta- tistical analysis of example associations.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Demystifying forgetting in language model fine-tuning with sta- tistical analysis of example associations

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:06:00.016736Z

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 7c986a95-031d-4dd8-a532-1e46dd955f29 · outbound

This paper cites What Will My Model Forget? Forecasting Forgotten Examples in Lan- guage Model Refinement, 2024.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs What Will My Model Forget? Forecasting Forgotten Examples in Lan- guage Model Refinement, 2024

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.984742Z

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 816fe4e2-ea72-431e-bad7-382bc1c92e22 · outbound

This paper cites TriviaQA: A large scale distantly supervised challenge dataset for reading comprehension.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs TriviaQA: A large scale distantly supervised challenge dataset for reading comprehension

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:56.784127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3417b61d-ec9b-4c82-a9d2-f812e6ebec28 · outbound

This paper cites Continual pre-training of language models.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Continual pre-training of language models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.963519Z

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 ac89113f-ccd9-4330-ad3c-746ef13d0426 · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:57.004775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3cd5fe9-876e-4179-adfc-068334e10a99 · outbound

This paper cites Zero-shot relation extraction via reading comprehension.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Zero-shot relation extraction via reading comprehension

Reference 21

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T05:05:59.931759Z

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 9087e3d2-b060-4561-85a8-980d7d2a76c3 · outbound

This paper cites Reinforced Lifelong Editing for Language Models.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Reinforced Lifelong Editing for Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:57.224672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 292d270d-6cce-4665-a301-faaa2441d4ad · outbound

This paper cites CodeUpdateArena: Benchmarking Knowledge Editing on API Updates.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs CodeUpdateArena: Benchmarking Knowledge Editing on API Updates

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:57.308522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed481881-763f-44ae-876b-64857c945e47 · outbound

This paper cites Untying the reversal curse via bidirectional language model editing, 2024.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Untying the reversal curse via bidirectional language model editing, 2024

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:57.424305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4b574a5-249e-4d31-a39d-ee8baa9d2575 · outbound

This paper cites Perturbation- restrained sequential model editing.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Perturbation- restrained sequential model editing

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.896855Z

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 6563de68-87bf-4f7f-8996-5960685f11a7 · outbound

This paper cites Locating and Editing Factual Associations in GPT.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Locating and Editing Factual Associations in GPT

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.878463Z

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 8ae994bd-3fa4-4ff5-8c3c-45141e782a64 · outbound

This paper cites Mass- Editing Memory in a Transformer.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Mass- Editing Memory in a Transformer

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.858855Z

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 6308f9fd-ca36-4e26-b6c0-1692db8e4de6 · outbound

This paper cites Pointer sentinel mixture models.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Pointer sentinel mixture models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:57.802881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ad612fa-2d0f-458b-b348-60a4b6366741 · outbound

This paper cites Fast Model Editing at Scale.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Fast Model Editing at Scale

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.822318Z

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 5d1472ea-a776-4fe5-bc94-6db9af08f65d · outbound

This paper cites Representation shattering in transformers: A synthetic study with knowledge editing,.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Representation shattering in transformers: A synthetic study with knowledge editing,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.804101Z

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 acee6cbd-20dc-457e-a158-f6ad082362e4 · outbound

This paper cites Entity cloze by date: What LMs know about unseen entities.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Entity cloze by date: What LMs know about unseen entities

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.759180Z

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 13c0178c-b428-47ce-a4c1-8a5ad34b6332 · outbound

This paper cites Zhang, Shankar Padmanabhan, Greg Durrett, and Eunsol Choi.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Zhang, Shankar Padmanabhan, Greg Durrett, and Eunsol Choi

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.736029Z

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 6fa1ece5-f1fd-4e2e-a015-a6da62707d71 · outbound

This paper cites Propagating knowledge updates to LMs through distillation.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Propagating knowledge updates to LMs through distillation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.711851Z

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 46be32e5-8418-4816-9e34-c67b667630e2 · outbound

This paper cites Courville.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Courville

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.690186Z

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 74efffa3-a1a9-446c-99a8-6cb3faa5d2e7 · outbound

This paper cites an unresolved cited work.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:58.642995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68c94ab0-f82f-4e67-835f-b3a05ed6de52 · outbound

This paper cites Qwen2.5 Technical Report.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Qwen2.5 Technical Report

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:58.776905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73446298-66f6-4365-a616-40f8615be0cf · outbound

This paper cites SAKE: Steering Activations for Knowledge Editing.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs SAKE: Steering Activations for Knowledge Editing

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:58.891490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0a12435-e3fb-4763-96de-c0f93183ed70 · outbound

This paper cites Editable neural networks.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Editable neural networks

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.669941Z

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 fb271753-b548-4998-b2d8-f234f24d6a11 · outbound

This paper cites Massive editing for large language models via meta learning.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Massive editing for large language models via meta learning

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.651965Z

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 15979121-7f21-40fd-8072-6e96c66693f2 · outbound

This paper cites MuSiQue: Multihop questions via single-hop question composition.Transactions of the Association for Computational Linguistics, 10:539–554, 2022.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs MuSiQue: Multihop questions via single-hop question composition.Transactions of the Association for Computational Linguistics, 10:539–554, 2022

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:58.913921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8397fcd-262f-43dc-a051-5b6d02509e18 · outbound

This paper cites EasyEdit: An easy-to-use knowledge editing framework for large language models.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs EasyEdit: An easy-to-use knowledge editing framework for large language models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:58.921990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 057b4aba-a1dc-4aa6-a6b9-b32bf8b47ed2 · outbound

This paper cites Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:05:59.348247Z

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 daf8b1e7-9de9-4e87-8f52-cd38aa44c278 · outbound

This paper cites an unresolved cited work.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:58.940015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c886efbd-b96b-494b-ba0e-c82080a11ce9 · outbound

This paper cites Synthetic continued pretraining.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Synthetic continued pretraining

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:58.945909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39522e01-9332-426d-ba7d-3597a50b932d · outbound

This paper cites Cake: Circuit-aware editing enables generalizable knowledge learners, 2025.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Cake: Circuit-aware editing enables generalizable knowledge learners, 2025

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:58.951495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edbb467c-91c8-4eaa-b56d-5d00882b9361 · outbound

This paper cites DAFNet: Dynamic auxiliary fusion for sequential model editing in large language models.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs DAFNet: Dynamic auxiliary fusion for sequential model editing in large language models

Reference 46

Resolution: verified exact; doi, observed 2026-08-07T05:05:59.042485Z

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 ba02c217-41c4-407a-ac42-fab3c3818b8f · outbound

This paper cites Can we edit factual knowledge by in-context learning? InThe 2023 Conference on Empirical Methods in Natural Language Processing, 2023.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Can we edit factual knowledge by in-context learning? InThe 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.621132Z

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 0bbddaa6-e277-484c-8392-2669a6383196 · outbound

This paper cites MQuAKE-remastered: Multi-hop knowledge editing can only be advanced with reliable evaluations.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs MQuAKE-remastered: Multi-hop knowledge editing can only be advanced with reliable evaluations

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.602794Z

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 7d000aa8-63bf-4d47-b5bf-667649d7cae3 · outbound

This paper cites MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions

Reference 49

Resolution: malformed identifier; no resolver link, observed 2026-08-07T05:05:58.972402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ee25211-9b05-4eb3-9639-ac3f58fdc995 · outbound

This paper cites H Computational resources We conducted experiments with Llama-3.2-1B-base primarily on a server with NVIDIA A40 48GB GPUs and an AMD EPYC 7413 24-Core Processor.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs H Computational resources We conducted experiments with Llama-3.2-1B-base primarily on a server with NVIDIA A40 48GB GPUs and an AMD EPYC 7413 24-Core Processor

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:05:59.581284Z

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 ec6b41c7-11c8-4cd6-b388-993e52430229 · outbound

This paper cites an unresolved cited work.

PropMEND: Hypernetworks for Knowledge Propagation in LLMs Unresolved cited work

Reference 2025

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:05:59.778312Z

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.

Pith citing papers

Observation c347336d-5bb1-468d-b634-827ebcdce278 · inbound

Revisiting Ripple Effects in Knowledge Editing through Pressure-Aware Joint Neighborhood Optimization cites this paper.

Revisiting Ripple Effects in Knowledge Editing through Pressure-Aware Joint Neighborhood Optimization PropMEND: Hypernetworks for Knowledge Propagation in LLMs

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:56:20.298904Z

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Observation 498082d5-c76a-4f5f-b40c-42d6c5a959ac · inbound

Scaling Laws for Hypernetwork-Based Knowledge Injection in Large Language Models cites this paper.

Scaling Laws for Hypernetwork-Based Knowledge Injection in Large Language Models PropMEND: Hypernetworks for Knowledge Propagation in LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T12:19:16.491143Z

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