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Paper Citation Record · LEDGER

Fast Model Editing at Scale

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 68 inbound Pith citation observations for arXiv:2110.11309.

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

pith.paper-citation-record.v1
2110.11309 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 68 of 68 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:16:41.454270Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-07T18:14:03.410704Z

Reference resolution

0 of 0 outbound references displayed

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  • verified fuzzy0
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  • 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 d9a1f887-98a6-4b06-aae3-bc6d064fc6e3 · inbound

Editing Models with Task Arithmetic cites this paper.

Editing Models with Task Arithmetic Fast Model Editing at Scale

Reference 74

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verified exact
arxiv_id, observed 2026-05-13T08:09:13.123205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-13T08:09:12.716163Z digest=sha256:85aeccbf0c67dd5f4676def0c613ec72d9278c8ededadc5d19c4909f276157be

Observation 04d6dd22-2480-45ab-bc66-09eea629a5e8 · inbound

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations cites this paper.

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations Fast Model Editing at Scale

Reference 194

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metadata mismatch
arxiv_id, observed 2026-05-15T17:25:08.108780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-15T17:25:07.730933Z digest=sha256:b744cf126e3df4fe5706b4c78174c7a79c1b5fc9f414a92485fa85dbce21dd8e

Observation 9233dd83-4bcb-4386-b284-a619c4724c9d · inbound

A Survey on the Memory Mechanism of Large Language Model based Agents cites this paper.

A Survey on the Memory Mechanism of Large Language Model based Agents Fast Model Editing at Scale

Reference 134

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verified exact
arxiv_id, observed 2026-05-15T07:21:39.541326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-15T07:21:39.440092Z digest=sha256:822fe72df03d0266954627513da1dccb5b239cb6893ad3e76e0368c6b06efb16

Observation ed073162-b40f-4e9e-9793-2f60d3e10315 · inbound

Challenges in Guardrailing Large Language Models for Science cites this paper.

Challenges in Guardrailing Large Language Models for Science Fast Model Editing at Scale

Reference 106

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no resolver link, observed 2026-08-12T21:54:44.434447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:54:44.434447Z digest=sha256:b5d3520a0dcad0df1e980b15d0d211ab948bd034c2d2e04bae03c0c817a0c3a0

Observation 227c665c-8dee-4679-ba0a-92590c2d9aea · inbound

ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing cites this paper.

ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing Fast Model Editing at Scale

Reference 35

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no resolver link, observed 2026-08-11T13:47:10.316993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:47:10.316993Z digest=sha256:1a6de0475c79756410f1b85a534dbf6597ce4032d87df2179942a71e9d71a6bf

Observation 33baf5a7-f7c7-4aec-bb6f-8ab05bd69a08 · inbound

Joint Knowledge Editing for Information Enrichment and Probability Promotion cites this paper.

Joint Knowledge Editing for Information Enrichment and Probability Promotion Fast Model Editing at Scale

Reference 21

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no resolver link, observed 2026-08-11T10:18:44.392476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:18:44.392476Z digest=sha256:7d5ec9ccb8b4a5434b2da020ad2d86ffde1d7862c3ac92ca22ed78dc05508dee

Observation 495e47d8-f878-45b1-817b-aeb6f310907a · inbound

Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning cites this paper.

Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning Fast Model Editing at Scale

Reference 20

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no resolver link, observed 2026-08-10T22:50:42.159476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T22:50:42.159476Z digest=sha256:88b2cbbef106eb46441df9480bb415a5dc45e94d986fbbd8d57c184724f58662

Observation bc5ac63b-d3bf-4a31-a575-bdf06d40f7a0 · inbound

Spurious Forgetting in Continual Learning of Language Models cites this paper.

Spurious Forgetting in Continual Learning of Language Models Fast Model Editing at Scale

Reference 35

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no resolver link, observed 2026-08-10T16:13:49.336896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T16:13:49.336896Z digest=sha256:12e43738e0b9cb75e6ff5773d6d7b919d54fbdaa2d56ea2f7930ed2e56d54f5a

Observation b47d2276-3447-4c87-80de-7103df7efa6a · inbound

Towards Unified Attribution in Explainable AI, Data-Centric AI, and Mechanistic Interpretability cites this paper.

Towards Unified Attribution in Explainable AI, Data-Centric AI, and Mechanistic Interpretability Fast Model Editing at Scale

Reference 66

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no resolver link, observed 2026-08-09T22:08:49.139911Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-09T22:08:49.139911Z digest=sha256:24457fa34dfc395d86ee730d71797e6d96045812fd8c3f4a9f85b9e62abdce68

Observation aefd6953-e1e7-4aee-9947-c8ccff503e5c · inbound

Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing cites this paper.

Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Fast Model Editing at Scale

Reference 29

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no resolver link, observed 2026-08-09T18:26:56.139474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T18:26:56.139474Z digest=sha256:254e589e1bcb129d618689580f623edf5df54f30837539c9f343187eedf72b9e

Observation 99e45c05-2827-4ff3-b00f-d8b9819b30b0 · inbound

Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge cites this paper.

Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge Fast Model Editing at Scale

Reference 34

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no resolver link, observed 2026-08-09T13:10:15.179687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T13:10:15.179687Z digest=sha256:4b0f7d453d70ce07f461ab7d53a8f0b4ed6c590e28de9c193f1eeaca03fb77cc

Observation 844ced59-c069-4a54-83a7-df8cc2737099 · inbound

Memorization and Knowledge Injection in Gated LLMs cites this paper.

Memorization and Knowledge Injection in Gated LLMs Fast Model Editing at Scale

Reference 56

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no resolver link, observed 2026-08-16T05:16:41.454270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T05:16:41.454270Z digest=sha256:c9bf3661749544a89f8cfbd2094f62866da815cefbf889375ca62b181f95660f

Observation ee4e885e-5caa-4814-9eec-febd30f8a0f8 · inbound

BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing cites this paper.

BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing Fast Model Editing at Scale

Reference 27

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no resolver link, observed 2026-08-16T04:26:18.802852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:26:18.802852Z digest=sha256:547d175a4ad333fc9cb4b3fa724cce2517bd8d9132bce0ce7c2fc87522a0fde1

Observation f10ebc3f-bccd-4d94-bca0-02b581d41595 · 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 Fast Model Editing at Scale

Reference 39

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no resolver link, observed 2026-08-07T15:37:59.667984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:37:59.667984Z digest=sha256:db01a270dbac0b859c310b6783e4b8cdc4e74b0eaed0de70f2d93671e5b2dd62

Observation 905d34fc-eddf-4308-8a44-4c6cb4c5f05a · inbound

LFTF: Locating First and Then Fine-Tuning for Mitigating Gender Bias in Large Language Models cites this paper.

LFTF: Locating First and Then Fine-Tuning for Mitigating Gender Bias in Large Language Models Fast Model Editing at Scale

Reference 46

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no resolver link, observed 2026-08-07T15:22:16.772757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:22:16.772757Z digest=sha256:e3db7ebb59c27be8251588844372336ffaaab80b8c229bde770c49ecf7ac885d

Observation 68901d12-36c5-4ce7-af10-08e790ca379f · inbound

Benchmarking and Rethinking Knowledge Editing for Large Language Models cites this paper.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Fast Model Editing at Scale

Reference 70

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no resolver link, observed 2026-08-07T14:31:46.360630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:31:46.360630Z digest=sha256:4620623b5dce93f838c913e6828eea5972ff39452f9e097bc305e9c8c31395bf

Observation 6879f68e-6f1f-433c-a876-d1e877ab9632 · inbound

REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing cites this paper.

REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing Fast Model Editing at Scale

Reference 11

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no resolver link, observed 2026-08-07T14:28:22.677951Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:28:22.677951Z digest=sha256:d34db2abcb0108ed7fb8f2a0451f43ec0cc1dc51997bb026cc449c84372b4c3e

Observation 7c869a6a-76d6-4000-84f6-0419208cfb62 · inbound

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models cites this paper.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Fast Model Editing at Scale

Reference 13

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no resolver link, observed 2026-08-07T14:20:38.625541Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:20:38.625541Z digest=sha256:a66797022a826e076806609b1d46e89ea82392c6a2c1df54b59ad69905bcc1a7

Observation 55fbb7ce-d022-45f1-8e90-a4e0ac86edf3 · inbound

Can Past Experience Accelerate LLM Reasoning? cites this paper.

Can Past Experience Accelerate LLM Reasoning? Fast Model Editing at Scale

Reference 29

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no resolver link, observed 2026-08-07T13:53:57.519013Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T13:53:57.519013Z digest=sha256:f2f40820063aab7afe04c8d202c5196e87e2bf1cf76fc675be621cee92b271b1

Observation 963c99f7-a257-4432-b45d-59b87c887ceb · inbound

One for All: Update Parameterized Knowledge Across Multiple Models cites this paper.

One for All: Update Parameterized Knowledge Across Multiple Models Fast Model Editing at Scale

Reference 2021

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no resolver link, observed 2026-08-07T12:02:17.578120Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T12:02:17.578120Z digest=sha256:a733ac8e509e88bb0e74faa10790c85dd98eb8e137329d0827b36072cb3149ce

Observation e58cea4e-b143-449c-8fc0-1ea088d448ca · inbound

Lifting Data-Tracing Machine Unlearning to Knowledge-Tracing for Foundation Models cites this paper.

Lifting Data-Tracing Machine Unlearning to Knowledge-Tracing for Foundation Models Fast Model Editing at Scale

Reference 22

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no resolver link, observed 2026-08-07T04:16:59.089621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:16:59.089621Z digest=sha256:15f54176fbe548baca1b6846cb3eb76372b3e20f4fb4b9b09ec05b16aa217d54

Observation d0229e49-9182-4556-b063-23278f02ce24 · inbound

UCD: Unlearning in LLMs via Contrastive Decoding cites this paper.

UCD: Unlearning in LLMs via Contrastive Decoding Fast Model Editing at Scale

Reference 22

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no resolver link, observed 2026-08-07T04:22:59.873157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:22:59.873157Z digest=sha256:d06fdddfa0039cb4a80a20ea36be29ee0eb041e938f0f2399fcdf36fc16835f5

Observation 867cd304-3c4a-4b2b-b724-9034f69b7026 · inbound

MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs cites this paper.

MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs Fast Model Editing at Scale

Reference 16

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no resolver link, observed 2026-08-07T10:44:04.424683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:44:04.424683Z digest=sha256:f9da7917d5df590da445755e15249baaa3f7e281538ccd895099d3012d90ea8d

Observation 6035467f-3a81-400a-b0d5-cc888ce0ad89 · inbound

Potemkin Understanding in Large Language Models cites this paper.

Potemkin Understanding in Large Language Models Fast Model Editing at Scale

Reference 40

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no resolver link, observed 2026-08-06T22:30:31.224912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:30:31.224912Z digest=sha256:41261a0a542a29345b0c450d2ee920fc179475231c626ae79d0ba675418d4808

Observation 9b5267c0-c502-4f60-9f42-96494206a1b4 · inbound

Towards a Principled Evaluation of Knowledge Editors cites this paper.

Towards a Principled Evaluation of Knowledge Editors Fast Model Editing at Scale

Reference 21

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no resolver link, observed 2026-08-06T19:20:12.198307Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:20:12.198307Z digest=sha256:cc41d5d72045b7e52af9b90095593cd4e9793a5035914ee9b1ae64e277229732

Observation 931655b7-0ed6-4a6d-833f-a14475b6ce09 · inbound

NeuralDB: Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database cites this paper.

NeuralDB: Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database Fast Model Editing at Scale

Reference 33

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no resolver link, observed 2026-08-06T14:44:15.908025Z

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source=pdf_text observed=2026-08-06T14:44:15.908025Z digest=sha256:b70ff804dad5b25cecdcd8e03f1c8c8209cb0059a98a48ae85ae85a43cfce74d

Observation d7941ab1-49a2-4770-b62f-7faffac0ebb9 · inbound

Augmented Vision-Language Models: A Systematic Review cites this paper.

Augmented Vision-Language Models: A Systematic Review Fast Model Editing at Scale

Reference 76

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no resolver link, observed 2026-08-06T14:33:38.133495Z

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source=pdf_text observed=2026-08-06T14:33:38.133495Z digest=sha256:c42658cdb73a5dfdafcc8a8f9780cb95b29136686760b829871aaa4ffbf3337a

Observation b847ee43-5fa7-4b24-b63d-33df671aeebe · inbound

FPEdit: Robust LLM Fingerprinting through Localized Parameter Editing cites this paper.

FPEdit: Robust LLM Fingerprinting through Localized Parameter Editing Fast Model Editing at Scale

Reference 33

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no resolver link, observed 2026-08-06T05:19:11.881941Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T05:19:11.881941Z digest=sha256:ff46775a78d01ef98d3078d28564bab75d3a62165840ba55972cb377a801f8e3

Observation 65f6ac6a-b910-44d4-9ee1-47a05880e55f · inbound

ExploreGS: Explorable 3D Scene Reconstruction with Virtual Camera Samplings and Diffusion Priors cites this paper.

ExploreGS: Explorable 3D Scene Reconstruction with Virtual Camera Samplings and Diffusion Priors Fast Model Editing at Scale

Reference 77

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no resolver link, observed 2026-08-05T23:01:47.474276Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:01:47.474276Z digest=sha256:1e863b174c6b843a8da6b5016a69a61832e92d99fe0a797adc332fd70a48f8ae

Observation 4d19baf2-0a79-4260-9cb9-8478b65663f0 · inbound

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information cites this paper.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Fast Model Editing at Scale

Reference 17

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no resolver link, observed 2026-08-15T17:23:28.161096Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.161096Z digest=sha256:3306c6f52ce424c16f0a1d39c2590294ad0b6f7e082c1f71ffdd202a09084011

Observation 678ddc62-df1c-4b6f-a90b-c125b7bdcfe0 · inbound

Delta-Audit: Explaining What Changes When Models Change cites this paper.

Delta-Audit: Explaining What Changes When Models Change Fast Model Editing at Scale

Reference 13

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no resolver link, observed 2026-08-05T15:45:35.775228Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:45:35.775228Z digest=sha256:ddb0e66ca00861cc79f67727ad962a947e5d7a0b77722744095a08698dfa2729

Observation 3b65196c-d336-433e-ad93-3654c23c5f2c · inbound

PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement cites this paper.

PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement Fast Model Editing at Scale

Reference 18

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no resolver link, observed 2026-08-05T13:11:20.526073Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-05T13:11:20.526073Z digest=sha256:0fca33a300a2ab4d4fc1f2a9178326d029f14646791d5b51fe5d823ad375f7d4

Observation 00c81e15-2679-4de9-8400-517d67b49cad · inbound

Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA cites this paper.

Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA Fast Model Editing at Scale

Reference 14

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no resolver link, observed 2026-08-05T12:37:46.951961Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T12:37:46.951961Z digest=sha256:d6600f56495000b4ebf46ca20618b48d610b93dbc21ec641ba89f2c208650113

Observation 013cbf3b-3752-44eb-a1a2-b710a7787ded · inbound

Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs cites this paper.

Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs Fast Model Editing at Scale

Reference 40

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unresolved
no resolver link, observed 2026-08-05T05:12:44.252205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:12:44.252205Z digest=sha256:cb0043c7b64b3b8039abe72e258e0534129fa6f124faefbe734a5cd58fddc0a8

Observation 446f8f40-5a06-4779-9c59-477e06e88d3b · inbound

LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI Systems cites this paper.

LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI Systems Fast Model Editing at Scale

Reference 96

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verified exact
arxiv_id, observed 2026-05-16T12:47:53.619036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-16T12:47:28.248540Z digest=sha256:03eac24b3a246510e90fc541f562e6e58fed92f546389e07c28aa4f9491a5232

Observation 2ebba395-6d1b-4016-8d78-6a4761e053ea · inbound

Norm Anchors Make Model Edits Last cites this paper.

Norm Anchors Make Model Edits Last Fast Model Editing at Scale

Reference 15

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metadata mismatch
arxiv_id, observed 2026-05-16T09:30:48.100961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-16T09:30:31.542719Z digest=sha256:84e18a15dbb913adadf308992e343aa704d33de9344ebaf0bed16b520162197e

Observation 3396f4a7-8f60-4bc3-adb2-dddcd581ad03 · inbound

MemDLM: Memory-Enhanced DLM Training cites this paper.

MemDLM: Memory-Enhanced DLM Training Fast Model Editing at Scale

Reference 39

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verified exact
arxiv_id, observed 2026-05-15T00:43:24.461654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-15T00:42:22.989588Z digest=sha256:ed23d41df2d62c7431116a16a6b725e8bb9868b330c690e7c02239cd473c589b

Observation eba41d4a-b49b-40ba-80a8-f983f5a698ec · inbound

MOMO: Mars Orbital Model Foundation Model for Mars Orbital Applications cites this paper.

MOMO: Mars Orbital Model Foundation Model for Mars Orbital Applications Fast Model Editing at Scale

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:48:15.149906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-13T20:47:51.509798Z digest=sha256:3e4d67e54f92235721e22162f64a1b4b2ba18d63560df8dd2c8ac23a16dae08e

Observation e1ce3861-20a4-4b68-9f5c-c8eb67b8b370 · inbound

HiP-LoRA: Budgeted Spectral Plasticity for Robust Low-Rank Adaptation cites this paper.

HiP-LoRA: Budgeted Spectral Plasticity for Robust Low-Rank Adaptation Fast Model Editing at Scale

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-10T11:50:21.319895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-10T04:44:01.092747Z digest=sha256:fea6152144263c110a43c7b96cc0222cba1e0359444cf703f07d9a8e39db5399

Observation 3afb6192-63e0-4ad5-b793-0adeee4a041f · inbound

The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation cites this paper.

The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation Fast Model Editing at Scale

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:11:10.150514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-08T06:39:00.768904Z digest=sha256:994a5c0a3d63c6aa2bcfc00716e18e6da5f31038aa32885d2fad040e5153d623

Observation 562eb2de-99c4-4762-a459-d44e0162cde7 · inbound

The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation cites this paper.

The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation Fast Model Editing at Scale

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:21:27.198806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-12T03:21:58.428036Z digest=sha256:f369339e04a98cf3e4ca0497f6e1b0fa8615ae0cf49084cf6cb8356d7bd298e3

Observation 702d0eb6-91fb-4c43-b3c6-eafb5e2efeee · inbound

HoReN: Normalized Hopfield Retrieval for Large-Scale Sequential Model Editing cites this paper.

HoReN: Normalized Hopfield Retrieval for Large-Scale Sequential Model Editing Fast Model Editing at Scale

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:51:35.210211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-12T01:48:41.208448Z digest=sha256:28aa3a4685dc947484879cce328ab2d89ad3c8db51eb7f6b5438b47c108609bb

Observation b699233d-451a-4a91-a26b-6bf8cb9bfd3f · inbound

HoReN: Normalized Hopfield Retrieval for Large-Scale Sequential Model Editing cites this paper.

HoReN: Normalized Hopfield Retrieval for Large-Scale Sequential Model Editing Fast Model Editing at Scale

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-20T23:33:50.447616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-20T23:33:20.106492Z digest=sha256:0068c40626e0ff7fd7e7aee70486a1cc4772bcf446d1a572b6ff4807297fa2fd

Observation 80fe0bcc-f8a9-4d6c-8a9e-6ffe816fda5f · inbound

Where Pretraining writes and Alignment reads: the asymmetry of Transformer weight space cites this paper.

Where Pretraining writes and Alignment reads: the asymmetry of Transformer weight space Fast Model Editing at Scale

Reference 49

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T20:39:00.220964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-20T20:34:56.529636Z digest=sha256:787e8aae6f85d5b5bfa94663516a8883114e7b28a98db7721dd2b34b11bdc342

Observation 4a5f15aa-4de7-4110-a9e4-9451dd514815 · inbound

Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment cites this paper.

Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment Fast Model Editing at Scale

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-25T04:00:18.951667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-25T03:59:41.631923Z digest=sha256:a7c1d158c62ba77211be9afbb14f681b14ba0664374dd944fc2a99ae14d949aa

Observation 3a830d28-d447-4ad2-833c-d588a016624b · inbound

Towards Localized and Disentangled Knowledge Editing for Multimodal Large Language Models cites this paper.

Towards Localized and Disentangled Knowledge Editing for Multimodal Large Language Models Fast Model Editing at Scale

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:03:14.541633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-29T07:56:23.745294Z digest=sha256:1011aee14585c67962dc72852bd6f9c98e738358ccd4218e1a3718d36dc4116b

Observation 2c769f90-5635-467d-add8-a0665ad0fe78 · inbound

Revisiting Parameter-Based Knowledge Editing in Large Language Models: Theoretical Limits and Empirical Evidence cites this paper.

Revisiting Parameter-Based Knowledge Editing in Large Language Models: Theoretical Limits and Empirical Evidence Fast Model Editing at Scale

Reference 69

Resolution
verified exact
arxiv_id, observed 2026-06-28T19:32:35.452902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-06-28T19:03:00.055800Z digest=sha256:5fa8c9415428855cd1dbe29dd59b9d8d6a674653c56fd957f76bae496bc56250

Observation 4cfb085e-f23c-427e-817e-6de667d1ce98 · inbound

STRIDE: Training Data Attribution via Sparse Recovery from Subset Perturbations cites this paper.

STRIDE: Training Data Attribution via Sparse Recovery from Subset Perturbations Fast Model Editing at Scale

Reference 85

Resolution
verified exact
arxiv_id, observed 2026-07-02T06:06:41.404327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-28T07:39:16.719604Z digest=sha256:0cbefce14cf48d9ad44fa7fd389e99cd0357649b59a66e7b6c2190ce0098c1a2

Observation f335587b-4773-45f7-8e97-06451a6949fd · inbound

Correct When Paired, Wrong When Split: Decoupling and Editing Modality-Specific Neurons in MLLMs cites this paper.

Correct When Paired, Wrong When Split: Decoupling and Editing Modality-Specific Neurons in MLLMs Fast Model Editing at Scale

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-07-05T16:21:15.981235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-07-05T16:13:22.551147Z digest=sha256:3f31c46c0c041cce0ec04be0390087d03379dc11b202b72b102cbb95d0657c5e

Observation d8b9cff9-786a-4dfb-9c4f-c64621b04bc3 · inbound

Conflict-Aware Retriever Editing for Knowledge Injection Attacks on LLM-Based RAG Systems cites this paper.

Conflict-Aware Retriever Editing for Knowledge Injection Attacks on LLM-Based RAG Systems Fast Model Editing at Scale

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-07-03T21:28:59.109074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T00:29:09.121399Z digest=sha256:9999ac16dc253c00e11414f583f611c4a36bab74438978a1cb815b21cf161e15

Observation 37b2e7a1-aa65-474a-b346-76ac44b1a1ed · inbound

Repeated Shared Access Enables Grokking, but Edit Propagation Depends on an Addressable Memory cites this paper.

Repeated Shared Access Enables Grokking, but Edit Propagation Depends on an Addressable Memory Fast Model Editing at Scale

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-07-04T01:09:18.578517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T20:43:55.740662Z digest=sha256:bad613e0e6dea6ed71291216281d3be751ebad07f191fb68599ee718fe7e7328

Observation 63e37c9b-27fc-4efa-bd60-feb5e4cfecd2 · inbound

Memory Contagion: Cross-Temporal Propagation of Evaluator Bias via Agent Memory cites this paper.

Memory Contagion: Cross-Temporal Propagation of Evaluator Bias via Agent Memory Fast Model Editing at Scale

Reference 22

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T10:39:44.834166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-06-26T08:42:21.081970Z digest=sha256:71d3101cf3dbd04a4d89819683dbb146f276dba47ac79fb92cb2f806f51c50e6

Observation 04fa2fd2-5d94-4b71-ae41-ca9ddb72f630 · inbound

Exposing the Illusion of Erasure in Knowledge Editing for LLMs cites this paper.

Exposing the Illusion of Erasure in Knowledge Editing for LLMs Fast Model Editing at Scale

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-07-04T10:09:44.326910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T09:10:39.422141Z digest=sha256:814202fcce86f5ae35ab8b640a5594cf742797fcd355fb5fccb44b67a0b2f50b

Observation 7daa2eb6-fc0f-4eb7-ac20-1d745ee3ad03 · inbound

Mitigating Package Hallucinations in Large Language Models via Model Editing cites this paper.

Mitigating Package Hallucinations in Large Language Models via Model Editing Fast Model Editing at Scale

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-07-03T08:57:47.275898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-03T08:53:18.267764Z digest=sha256:1df26af1860123ef4b4151185f300b03801efc77f47bb2f9eb31c33f9a4aa30f

Observation 3f531796-6d38-4a43-9f23-efe1d85b853d · inbound

Evaluating and Understanding Model Editing for Medical Vision Language Models cites this paper.

Evaluating and Understanding Model Editing for Medical Vision Language Models Fast Model Editing at Scale

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-07-07T18:14:03.413982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-07T18:09:33.751019Z digest=sha256:e767e2166b4f689c232cb60f1dd19d06c9cbf780b37defebbb6c653bfef2cecc

Observation 448b2074-4a3a-4ea5-9246-33567af54664 · inbound

RepTran: Search-Based Repair of Transformer Models cites this paper.

RepTran: Search-Based Repair of Transformer Models Fast Model Editing at Scale

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-14T06:22:03.363572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T06:22:03.363572Z digest=sha256:26ad14ed79ea491d2499d3f4f9fe72ce356a52da5290e1c3ca877c7236afe6bf

Observation 312964fc-2755-4783-857c-4aa806a57c54 · inbound

Targeted Recovery of Weight-Space Mechanisms From Neural Networks cites this paper.

Targeted Recovery of Weight-Space Mechanisms From Neural Networks Fast Model Editing at Scale

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-02T10:39:49.127410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T10:39:49.127410Z digest=sha256:fc2b78e90d77ee9a69a5197617ba07f34b1fdd7dd163b45d3801f52f49ce8a63

Observation b9e01238-02e1-4857-ab6d-b2e8394b72cf · inbound

Targeted Recovery of Weight-Space Mechanisms From Neural Networks cites this paper.

Targeted Recovery of Weight-Space Mechanisms From Neural Networks Fast Model Editing at Scale

Reference 170

Resolution
unresolved
no resolver link, observed 2026-08-02T10:40:03.030421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T10:40:03.030421Z digest=sha256:e9aafb782d464b2549bf5aa4d106903cf56fbbe1698e2f0229cabef3723ec849

Observation 214663bc-f96e-46c6-9e4b-eb5d765ee7c6 · inbound

Implicit Reasoning Steering via Concept Chaining cites this paper.

Implicit Reasoning Steering via Concept Chaining Fast Model Editing at Scale

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-02T02:44:23.881063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T02:44:23.881063Z digest=sha256:d9bdec2c16bf6a96602cb23f583ab560a8acfafdb0b1cc7748715a4d59ae0cdb

Observation b3a4219f-6dfc-44c5-98f4-981576c61791 · inbound

Implicit Reasoning Steering via Concept Chaining cites this paper.

Implicit Reasoning Steering via Concept Chaining Fast Model Editing at Scale

Reference 147

Resolution
unresolved
no resolver link, observed 2026-08-02T02:44:34.395011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T02:44:34.395011Z digest=sha256:72faabfe2345822104cd12f97bd9587eae23cddf2360e58cd95b3bb549dd0894

Observation 9d140652-9560-499e-aa48-9d6e662ac0b9 · inbound

LLM Unlearning for Cyber Defense: A Survey on Methods, Challenges, and Emerging Threats cites this paper.

LLM Unlearning for Cyber Defense: A Survey on Methods, Challenges, and Emerging Threats Fast Model Editing at Scale

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-02T10:25:19.863051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T10:25:19.863051Z digest=sha256:ec0e5a58abce835255b70c568eb5efda3a3dfb47c3aaceab77a434c15183522c

Observation 2fbe55d0-b3e2-472e-9c1a-8eddd8fcd3c7 · inbound

Break Through the Compression Bottleneck: From Theory to Practice cites this paper.

Break Through the Compression Bottleneck: From Theory to Practice Fast Model Editing at Scale

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-02T14:29:30.476406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:29:30.476406Z digest=sha256:4bf1949f2866349abc1d3685f7ebe55b1300b3bdb3735b7bbb13f05e3b7760b8

Observation 1cf29592-b742-478a-b981-8064ca6d2a98 · inbound

Localized Adaptation Reveals Distinct Learning Signatures in Transformers cites this paper.

Localized Adaptation Reveals Distinct Learning Signatures in Transformers Fast Model Editing at Scale

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T01:53:23.018928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:53:23.018928Z digest=sha256:a8f8fd2fc06f5c4e1c62471c0ea96a6144bcd0e0ef2893b18c7e52fddaa9ce46

Observation eeba3803-4d1a-4af7-b901-0fa4f1867ec4 · inbound

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models cites this paper.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models Fast Model Editing at Scale

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-01T15:31:04.532230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T15:31:04.532230Z digest=sha256:fc54ce6f57f0a3849de438ce47ae85dadf937b1a460ca769544381a5539896ab

Observation 842ac9b0-0d72-4293-b336-ed828a92e1ca · inbound

CACHE-UK: A Stability-Aware Memory Editor for Sequentially Updated Quantized LLMs in Finance cites this paper.

CACHE-UK: A Stability-Aware Memory Editor for Sequentially Updated Quantized LLMs in Finance Fast Model Editing at Scale

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-31T12:05:45.611439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:05:45.611439Z digest=sha256:126666ef6793afe349f736af2952b0678063adb7649cc4677789966ed4421a7e

Observation 4f3acbe1-cb5b-44a0-922f-4c0af89a40b8 · inbound

TEPA: Revoking Stale Memories for Conflict-Robust Language Agents cites this paper.

TEPA: Revoking Stale Memories for Conflict-Robust Language Agents Fast Model Editing at Scale

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T04:49:33.106931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:49:33.106931Z digest=sha256:0ba0aab1bc964a160d57290fc3ed00809dd2ada1ef7b907103c9338e069aeb66

Observation fceac9c6-61e5-4bb4-91b0-1596d1ee0d8e · inbound

TEPA: Revoking Stale Memories for Conflict-Robust Language Agents cites this paper.

TEPA: Revoking Stale Memories for Conflict-Robust Language Agents Fast Model Editing at Scale

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T04:17:01.598786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T04:17:01.598786Z digest=sha256:37af51f4592151218abbc950fa1046dc992b54f0cf5b48f555be1ae8cad49a3f

Observation 3a428afd-a02d-43f9-9d61-d5ee10a7ee63 · inbound

Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing cites this paper.

Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing Fast Model Editing at Scale

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-16T00:37:47.481212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T00:37:47.481212Z digest=sha256:2f9164ce896a562523b4b9f88d0a954b056edc768f400e5c468c33938512106e