Benchmarking and Rethinking Knowledge Editing for Large Language Models | Paper Citation Record

Observation 38731501-1ea7-4f45-9be1-b6ea326cede9 · outbound

This paper cites GLM-130b: An open bilingual pre-trained model,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models GLM-130b: An open bilingual pre-trained model,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:55.172905Z

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Observation e77ddd87-8ef6-4d23-af9a-be7d454d96da · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 2

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Observation 301010ed-5b8a-4fa6-a254-fc783efa4d8f · outbound

This paper cites GPT-4 Technical Report.

Benchmarking and Rethinking Knowledge Editing for Large Language Models GPT-4 Technical Report

Reference 3

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Observation f59bc218-21e7-45cc-9009-96ad40abe1e0 · outbound

This paper cites How can we know what language models know?.

Benchmarking and Rethinking Knowledge Editing for Large Language Models How can we know what language models know?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:39.967830Z

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Observation eb7f7ec9-3f5d-4158-9ad4-6b4c968b1f8d · outbound

This paper cites A Review on Language Models as Knowledge Bases.

Benchmarking and Rethinking Knowledge Editing for Large Language Models A Review on Language Models as Knowledge Bases

Reference 5

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This paper cites How do large language models capture the ever-changing world knowledge? a review of recent advances,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models How do large language models capture the ever-changing world knowledge? a review of recent advances,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:55.008551Z

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Observation 16cb1b1d-b4aa-4ed7-95d4-7c60ff1cba81 · outbound

This paper cites Pre-train, prompt, and predict: A systematic survey of prompting methods in natural language processing,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Pre-train, prompt, and predict: A systematic survey of prompting methods in natural language processing,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:54.825554Z

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Observation f1e55b5d-cb7f-4dc3-a826-fd1d3955c036 · outbound

This paper cites Reasoning abilities of large language models: In-depth analysis on the abstraction and reasoning corpus,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Reasoning abilities of large language models: In-depth analysis on the abstraction and reasoning corpus,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:54.628893Z

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Observation 26daeb1b-06ab-4f1a-9f97-b52dcc07640d · outbound

This paper cites Language models are few-shot learners,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Language models are few-shot learners,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:40.321544Z

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Observation 9dd4ec5b-b0f1-4ee6-9e2d-a5ad1591de0a · outbound

This paper cites Training language models to follow instructions with human feedback,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Training language models to follow instructions with human feedback,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:40.388333Z

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Observation a844730f-86c4-44fe-8bd2-55eef7b1ff45 · outbound

This paper cites DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs.

Benchmarking and Rethinking Knowledge Editing for Large Language Models DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:40.500604Z

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Observation 10a3dfea-9223-47d7-9b72-91b73ba4d5b3 · outbound

This paper cites Survey of hallucination in natural language generation,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Survey of hallucination in natural language generation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:54.516488Z

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Observation e91d0321-c603-4742-ad21-2ff990bd93fd · outbound

This paper cites Editable Neural Networks.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Editable Neural Networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:40.687789Z

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Observation ab09771b-7906-435c-8550-117d3c4ba7dc · outbound

This paper cites Modifying memories in transformer models,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Modifying memories in transformer models,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:54.272149Z

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Observation 505dabc3-0aac-4b29-a02d-1585e2e4e66a · outbound

This paper cites Locating and editing factual associations in gpt,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Locating and editing factual associations in gpt,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:54.106545Z

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Observation aba604b8-ccb7-4470-a147-089c3253c1a4 · outbound

This paper cites Mass-editing memory in a transformer,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Mass-editing memory in a transformer,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:53.897997Z

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Observation 626f799a-e0b2-4d74-acf7-532dd4a12a83 · outbound

This paper cites Pmet: Precise model editing in a transformer,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Pmet: Precise model editing in a transformer,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:53.694550Z

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Observation c0a053d3-348c-49f7-b052-7c56a28a08d0 · outbound

This paper cites Editing factual knowledge in language models,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Editing factual knowledge in language models,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:53.536460Z

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Observation 1b7f3abf-9979-49d4-9177-ba045aa7eadd · outbound

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

Benchmarking and Rethinking Knowledge Editing for Large Language Models Massive editing for large language models via meta learning,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:53.322271Z

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Observation e2a51fef-25da-440d-b425-8de768ca2306 · outbound

This paper cites Transformer-patcher: One mis- take worth one neuron,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Transformer-patcher: One mis- take worth one neuron,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:53.136731Z

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Observation 77c9edba-b000-4abf-a234-e298286c152f · outbound

This paper cites Melo: Enhancing model editing with neuron-indexed dynamic lora,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Melo: Enhancing model editing with neuron-indexed dynamic lora,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:52.876242Z

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Observation 00c90db0-63f6-401b-8445-bcb9594f5e24 · outbound

This paper cites WISE: Rethinking the knowledge memory for lifelong model editing of large language models,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models WISE: Rethinking the knowledge memory for lifelong model editing of large language models,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:52.686459Z

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Observation ae16608a-80c0-4298-9613-aeb1a301e393 · outbound

This paper cites Can we edit factual knowledge by in-context learning?.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Can we edit factual knowledge by in-context learning?

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:52.558301Z

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Observation c664bc52-ffc2-49a2-9dbe-4cd0162aef61 · outbound

This paper cites Evaluating the ripple effects of knowledge editing in language models,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Evaluating the ripple effects of knowledge editing in language models,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:52.433386Z

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Observation 9eb90969-f123-48e2-8990-906758010db9 · outbound

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

Benchmarking and Rethinking Knowledge Editing for Large Language Models Aging with grace: Lifelong model editing with discrete key-value adaptors,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:52.323063Z

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Observation e5ce3e85-16d5-4767-8762-a0137ecdea78 · outbound

This paper cites Memory-based model editing at scale,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Memory-based model editing at scale,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:52.198420Z

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Observation 816aca17-5a53-4b76-a423-06463a873fc0 · outbound

This paper cites A Comprehensive Study of Knowledge Editing for Large Language Models.

Benchmarking and Rethinking Knowledge Editing for Large Language Models A Comprehensive Study of Knowledge Editing for Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:41.878342Z

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Observation aef169fc-df6e-4a2c-b131-89bede6db087 · outbound

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

Benchmarking and Rethinking Knowledge Editing for Large Language Models Model editing harms general abilities of large language models: Regularization to the rescue,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:52.091963Z

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Observation 35c07487-d948-405c-a2d4-3ed29b4deaf3 · outbound

This paper cites AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models.

Benchmarking and Rethinking Knowledge Editing for Large Language Models AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:42.066976Z

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Observation c429c266-418d-4ce7-a27f-0f965fa7caa5 · outbound

This paper cites AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning.

Benchmarking and Rethinking Knowledge Editing for Large Language Models AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:42.123442Z

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Observation f7072dd1-2c76-4e8c-b4d6-7b38116c8008 · outbound

This paper cites Language models as knowledge bases?.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Language models as knowledge bases?

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:51.955561Z

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Observation c159902c-c255-4a82-a1d2-29b045bf1bdb · outbound

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

Benchmarking and Rethinking Knowledge Editing for Large Language Models Transformer feed-forward layers are key-value memories,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:51.804409Z

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Observation 3281524e-62d9-4109-aeea-0d251b22b454 · outbound

This paper cites Dissecting recall of factual associations in auto-regressive language models,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Dissecting recall of factual associations in auto-regressive language models,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:51.674470Z

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Observation 89e91f3f-f336-48ee-a32d-53680564c417 · outbound

This paper cites Knowledge neurons in pretrained transformers,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Knowledge neurons in pretrained transformers,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:51.552705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9a203546-0b35-4ae9-b5af-3c583433aa6e · outbound

This paper cites Knowledge mechanisms in large language models: A survey and perspective.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Knowledge mechanisms in large language models: A survey and perspective

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:51.440024Z

Source-reported events for the cited work

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Observation 044d7b8b-eee1-48da-9ded-a478e9c9ccbe · outbound

This paper cites Knowledge graph enhanced large language model editing,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Knowledge graph enhanced large language model editing,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:51.316161Z

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Observation 334d4422-043e-44cf-8f1c-ae47e644f721 · outbound

This paper cites Consecutive Batch Model Editing with HooK Layers.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Consecutive Batch Model Editing with HooK Layers

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:42.660817Z

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Unavailable: canonical work link unavailable.

Observation c7bfb903-1b04-4aeb-82dd-3be2a284a9bf · outbound

This paper cites Wilke: Wise-layer knowledge editor for lifelong knowledge editing,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Wilke: Wise-layer knowledge editor for lifelong knowledge editing,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:51.202023Z

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Observation 259af53f-446f-43a0-a5ae-d8cda77df9f0 · outbound

This paper cites Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:42.870502Z

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Observation 376589d0-7e9b-4641-8587-609021e4d794 · outbound

This paper cites Does knowledge localization hold true? surprising differences between entity and relation perspectives in language models,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Does knowledge localization hold true? surprising differences between entity and relation perspectives in language models,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:51.135850Z

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Observation fac541c2-6b00-412c-af75-dd51c7efab8e · outbound

This paper cites Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:43.086949Z

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Observation a8d380a8-5976-482f-91e9-bec9e77025c3 · outbound

This paper cites Calibrating factual knowledge in pretrained language models,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Calibrating factual knowledge in pretrained language models,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:50.871321Z

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Observation be7f7aef-16d2-4912-b330-05fe6ec4bdb8 · outbound

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

Benchmarking and Rethinking Knowledge Editing for Large Language Models Dafnet: Dynamic auxiliary fusion for sequential model editing in large language models,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:50.580858Z

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Observation 992d3f5f-1805-4d52-a985-b77ec1a010e5 · outbound

This paper cites MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors.

Benchmarking and Rethinking Knowledge Editing for Large Language Models MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:43.376260Z

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Observation e60f5aea-9c3e-4e4c-99c9-2f7a302215ce · outbound

This paper cites Lemoe: Advanced mixture of experts adaptor for lifelong model editing of large language models,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Lemoe: Advanced mixture of experts adaptor for lifelong model editing of large language models,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:50.283413Z

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Observation 0e3a9abd-bb92-4da6-91d7-f4a69f70adcd · outbound

This paper cites Roselora: Row and column-wise sparse low-rank adaptation of pre-trained language model for knowledge editing and fine-tuning,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Roselora: Row and column-wise sparse low-rank adaptation of pre-trained language model for knowledge editing and fine-tuning,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:49.963946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d6cfa47b-3775-4bb6-8220-6b0134cc865f · outbound

This paper cites Towards understanding the mixture-of-experts layer in deep learning,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Towards understanding the mixture-of-experts layer in deep learning,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:49.677725Z

Source-reported events for the cited work

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Observation c13c00d5-783b-41ba-be42-f4ec591f9d3d · outbound

This paper cites Strong Model Collapse.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Strong Model Collapse

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:43.769407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab451e3a-a0d9-4244-a498-4b998beb2d9f · outbound

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

Benchmarking and Rethinking Knowledge Editing for Large Language Models Mquake: Assessing knowledge editing in language models via multi-hop questions,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:49.537009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 09f1908e-f9fe-46be-ad68-1ac47e1ecb82 · outbound

This paper cites Learning to edit: Aligning llms with knowledge editing,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Learning to edit: Aligning llms with knowledge editing,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:49.442290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a01656a3-57d9-437e-9bb7-3b41d8f9786f · outbound

This paper cites Lifelong knowledge editing for llms with retrieval-augmented continuous prompt learning,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Lifelong knowledge editing for llms with retrieval-augmented continuous prompt learning,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:49.293913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 06fed68f-c930-4cf5-9f59-6ec7e48a1fe6 · outbound

This paper cites Larimar: Large language models with episodic memory control,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Larimar: Large language models with episodic memory control,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:49.163042Z

Source-reported events for the cited work

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Observation 648139a0-bc97-4fc5-a427-dda3847de6cf · outbound

This paper cites K-Edit: Language Model Editing with Contextual Knowledge Awareness.

Benchmarking and Rethinking Knowledge Editing for Large Language Models K-Edit: Language Model Editing with Contextual Knowledge Awareness

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:44.378653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 524da495-469b-44b8-82cb-20feb1926e29 · outbound

This paper cites Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:44.476652Z

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Observation bade717a-fc21-497d-be52-54573450367c · outbound

This paper cites Emptying the ocean with a spoon: Should we edit models?.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Emptying the ocean with a spoon: Should we edit models?

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:49.044032Z

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Observation db421f82-ed87-4581-8c5a-c29db5654a0c · outbound

This paper cites Efficiently Quantifying and Mitigating Ripple Effects in Model Editing.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Efficiently Quantifying and Mitigating Ripple Effects in Model Editing

Reference 56

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Observation ae564507-6288-42bf-ae21-8e8a7e6bb8fa · outbound

This paper cites The butterfly effect of model editing: Few edits can trigger large language models collapse,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models The butterfly effect of model editing: Few edits can trigger large language models collapse,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:48.913552Z

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Observation 255710b3-23b8-4a8f-af2e-3fc6fc11ed32 · outbound

This paper cites The fall of rome: Understanding the collapse of llms in model editing,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models The fall of rome: Understanding the collapse of llms in model editing,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:48.819073Z

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Observation b9c8df17-9578-48a1-bda6-8a001412964e · outbound

This paper cites “flex tape can’t fix that.

Benchmarking and Rethinking Knowledge Editing for Large Language Models “flex tape can’t fix that

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:48.704614Z

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Observation 058fba4a-f22c-4852-a885-7d01afd6a5cd · outbound

This paper cites Llama 3 model card,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Llama 3 model card,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:48.567991Z

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Observation 7b61df50-f794-4efb-90d0-80b20c736328 · outbound

This paper cites Mistral 7B.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Mistral 7B

Reference 61

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Observation 6deee019-61a5-4686-a815-5f261ba6b7ab · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Benchmarking and Rethinking Knowledge Editing for Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:45.355018Z

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Observation e6c2ad57-6f20-4c6b-bfa5-cba06cbab672 · outbound

This paper cites Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:45.450405Z

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Observation 4b400258-bf9e-4b97-8422-4f6b01e19ba1 · outbound

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

Benchmarking and Rethinking Knowledge Editing for Large Language Models Zero-shot relation extraction via reading comprehension,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:48.433157Z

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Observation 1e002199-d82d-4850-ac04-61b9e08ca034 · outbound

This paper cites Event-level Knowledge Editing.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Event-level Knowledge Editing

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:45.736717Z

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This paper cites Editing large language models: Problems, methods, and opportunities,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Editing large language models: Problems, methods, and opportunities,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:48.161642Z

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Observation 5d147754-e090-44b8-8f30-8ff5cb6d6650 · outbound

This paper cites Numinamath: The largest public dataset in ai4maths with 860k pairs of competition math problems and solutions,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Numinamath: The largest public dataset in ai4maths with 860k pairs of competition math problems and solutions,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:47.992725Z

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Observation dc25ecc8-aefc-421f-8327-5e7aba23f02e · outbound

This paper cites OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems.

Benchmarking and Rethinking Knowledge Editing for Large Language Models OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:46.127501Z

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Observation 3e7ca3d9-7317-41b9-a44f-05bdb57bbf6b · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Measuring Mathematical Problem Solving With the MATH Dataset

Reference 69

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

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

Reference 70

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

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Observation f649ac1f-df44-43ce-ab39-4e30134b44f2 · outbound

This paper cites Locating and editing factual associations in gpt,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Locating and editing factual associations in gpt,

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:46.467826Z

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Observation 690692b8-6235-4369-981c-46f8f77d31d7 · outbound

This paper cites A learning algorithm for continually running fully recurrent neural networks,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models A learning algorithm for continually running fully recurrent neural networks,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:47.816960Z

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Observation 871b822d-5f4f-450c-935b-e69c4e68ddff · outbound

This paper cites The Mirage of Model Editing: Revisiting Evaluation in the Wild.

Benchmarking and Rethinking Knowledge Editing for Large Language Models The Mirage of Model Editing: Revisiting Evaluation in the Wild

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:46.666563Z

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Observation b9a8ba7a-7a57-4d54-89b2-c2bb637460d9 · outbound

This paper cites Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:46.768635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e90aecd9-7fbf-4b2a-bc3a-2052c2e1812d · outbound

This paper cites GPT-4o System Card.

Benchmarking and Rethinking Knowledge Editing for Large Language Models GPT-4o System Card

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:46.865728Z

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Observation c841fcde-b245-40d7-b0e2-fdc3b5978b4d · outbound

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

Benchmarking and Rethinking Knowledge Editing for Large Language Models Easyedit: An easy-to-use knowledge editing framework for large language models,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:47.626409Z

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Observation ea3f5114-0e86-465e-820e-4344a4c4db46 · outbound

This paper cites Learning to Reason under Off-Policy Guidance.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Learning to Reason under Off-Policy Guidance

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:47.037123Z

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Observation 52f16bf8-fffc-4369-a102-501e0898d01b · outbound

This paper cites Unsuper- vised dense information retrieval with contrastive learning,.

Benchmarking and Rethinking Knowledge Editing for Large Language Models Unsuper- vised dense information retrieval with contrastive learning,

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:47.478995Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e46fc563-fc39-49dd-9542-e4f7d7a40a5a · outbound

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Benchmarking and Rethinking Knowledge Editing for Large Language Models Unresolved cited work

Reference 2017

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:31:48.286689Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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