Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:16:41.677882Z
Paper Citation Record · LEDGER
Memorization and Knowledge Injection in Gated LLMs
As of 17 August 2026, this Paper Citation Record lists 97 of 97 outbound references and 2 inbound Pith citation observations for arXiv:2504.21239.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T10:36:29.456241Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-18T07:22:27.784185Z
Reference resolution
97 of 97 outbound references displayed
- verified exact1
- verified fuzzy16
- unresolved80
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 58e9bd6b-b45d-4220-b47f-05ca13a0a52d · outbound
This paper cites write newline.
Memorization and Knowledge Injection in Gated LLMs write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.135955Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3b17a6c-d3b0-4423-9774-8268ee1f21ed · outbound
This paper cites LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.
Memorization and Knowledge Injection in Gated LLMs LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.146628Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1999a715-beec-4492-a466-f10e206b1ae5 · outbound
This paper cites The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A".
Memorization and Knowledge Injection in Gated LLMs The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.155545Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc18b297-06b0-4559-a0aa-f8b1fbd975dc · outbound
This paper cites LoRA Learns Less and Forgets Less.
Memorization and Knowledge Injection in Gated LLMs LoRA Learns Less and Forgets Less
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.160939Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b80d2d6d-5fe3-4538-b51e-d7943f4094f9 · outbound
This paper cites and Schulz, E.
Memorization and Knowledge Injection in Gated LLMs and Schulz, E
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.167349Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42ff43b8-c6a2-4768-8d67-283f8ed956b5 · outbound
This paper cites Concepts as semantic pointers: A framework and computational model.
Memorization and Knowledge Injection in Gated LLMs Concepts as semantic pointers: A framework and computational model
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.172767Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fccdfc86-7992-48f7-baa3-9a16ff90803a · outbound
This paper cites D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.
Memorization and Knowledge Injection in Gated LLMs D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.178489Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6f70219-3f80-4692-b8dd-d1bbc47dedc2 · outbound
This paper cites an unresolved cited work.
Memorization and Knowledge Injection in Gated LLMs Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.183757Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05481a27-a234-4614-96fe-3d838caa5425 · outbound
This paper cites Don't Do RAG: When Cache-Augmented Generation is All You Need for Knowledge Tasks.
Memorization and Knowledge Injection in Gated LLMs Don't Do RAG: When Cache-Augmented Generation is All You Need for Knowledge Tasks
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.188480Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6040ff64-6f07-4844-9b30-075578b131c8 · outbound
This paper cites How is ChatGPT's behavior changing over time?.
Memorization and Knowledge Injection in Gated LLMs How is ChatGPT's behavior changing over time?
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.194267Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12a9c613-1d5b-4465-85b9-82da557d6a82 · outbound
This paper cites Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.
Memorization and Knowledge Injection in Gated LLMs Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.199008Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbbac37b-8235-4445-85ca-1f883d8a7e65 · outbound
This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.
Memorization and Knowledge Injection in Gated LLMs Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.203496Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64197c8e-c13d-4851-b95e-e8a3161e57e6 · outbound
This paper cites X., and Schulz, E.
Memorization and Knowledge Injection in Gated LLMs X., and Schulz, E
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.208949Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5aa1c60f-010c-459b-b40a-02d7b16e6f02 · outbound
This paper cites Larimar: Large Language Models with Episodic Memory Control.
Memorization and Knowledge Injection in Gated LLMs Larimar: Large Language Models with Episodic Memory Control
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.213099Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89f0af77-02dd-425d-8620-6530c5b61d0c · outbound
This paper cites Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning.
Memorization and Knowledge Injection in Gated LLMs Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.217748Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7acf40b-4ef1-45b9-be63-4c48486cb01c · outbound
This paper cites Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity.
Memorization and Knowledge Injection in Gated LLMs Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.222226Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b781abc-c611-4fac-8fb9-1be9f03fde38 · outbound
This paper cites A., Oomerjee, A., Christopoulou, F., Lampouras, G., Bou-Ammar, H., and Wang, J.
Memorization and Knowledge Injection in Gated LLMs A., Oomerjee, A., Christopoulou, F., Lampouras, G., Bou-Ammar, H., and Wang, J
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.228469Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb46011c-1b58-4298-8237-db108a67516c · outbound
This paper cites an unresolved cited work.
Memorization and Knowledge Injection in Gated LLMs Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.240078Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62f2641a-c84a-4dae-9837-c3008118c41a · outbound
This paper cites Model Editing by Standard Fine-Tuning.
Memorization and Knowledge Injection in Gated LLMs Model Editing by Standard Fine-Tuning
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T05:16:42.858454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d3d3d059-cbcb-4b22-bb96-3cd6eaf1038c · outbound
This paper cites and Derrida, B.
Memorization and Knowledge Injection in Gated LLMs and Derrida, B
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.253037Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8802bcef-cf0f-42a1-974c-c52c0b8de837 · outbound
This paper cites Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?.
Memorization and Knowledge Injection in Gated LLMs Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.258403Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86b200ea-7c4d-40ba-8ee6-95e0e6177c41 · outbound
This paper cites Key-value memory in the brain.
Memorization and Knowledge Injection in Gated LLMs Key-value memory in the brain
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.263898Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a130b423-3b65-42a3-8d60-a9458db4f22c · outbound
This paper cites Model Editing at Scale leads to Gradual and Catastrophic Forgetting.
Memorization and Knowledge Injection in Gated LLMs Model Editing at Scale leads to Gradual and Catastrophic Forgetting
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.270239Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3479d498-3263-4377-96c9-0340db123e41 · outbound
This paper cites K., and Soares, G.
Memorization and Knowledge Injection in Gated LLMs K., and Soares, G
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.275539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81ce2275-5522-41bf-bb3d-91c879468be7 · outbound
This paper cites J., Shu, Y., Gu, Y., Yasunaga, M., and Su, Y.
Memorization and Knowledge Injection in Gated LLMs J., Shu, Y., Gu, Y., Yasunaga, M., and Su, Y
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.283331Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcebdd6e-eb67-4f9a-a488-7ec52d6a5b3e · outbound
This paper cites Machine Psychology.
Memorization and Knowledge Injection in Gated LLMs Machine Psychology
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.288590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 425e91c2-42d3-4df9-8d48-2c642db41efe · outbound
This paper cites Retrieval-Augmented Generation with Graphs (GraphRAG).
Memorization and Knowledge Injection in Gated LLMs Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.292771Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4510ab94-346b-4c88-901f-5d881d5098be · outbound
This paper cites Aging with grace: Lifelong model editing with discrete key-value adaptors.
Memorization and Knowledge Injection in Gated LLMs Aging with grace: Lifelong model editing with discrete key-value adaptors
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.297346Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7403cbf-7958-41c2-8cdf-017f3a4931d8 · outbound
This paper cites and Schmidhuber, J.
Memorization and Knowledge Injection in Gated LLMs and Schmidhuber, J
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.301812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7b27234-e523-45a8-a95c-9a3dafec524c · outbound
This paper cites an unresolved cited work.
Memorization and Knowledge Injection in Gated LLMs Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.305662Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 471e4e37-9505-4f75-86ed-c9c11dd69dec · outbound
This paper cites Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models.
Memorization and Knowledge Injection in Gated LLMs Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.310197Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98318a8b-7aa4-4eae-9f41-21b3707f2e25 · outbound
This paper cites LoRA: Low-Rank Adaptation of Large Language Models.
Memorization and Knowledge Injection in Gated LLMs LoRA: Low-Rank Adaptation of Large Language Models
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.316820Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13beabba-a05e-4481-a894-9d8ec5fcb2b9 · outbound
This paper cites Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal.
Memorization and Knowledge Injection in Gated LLMs Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.321157Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7042bfd2-601b-446b-a358-603f933e5ee4 · outbound
This paper cites Aspects of human memory and Large Language Models.
Memorization and Knowledge Injection in Gated LLMs Aspects of human memory and Large Language Models
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.327126Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa8788fb-dabe-4d04-b382-4f114d587c19 · outbound
This paper cites Mixtral of Experts.
Memorization and Knowledge Injection in Gated LLMs Mixtral of Experts
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.332057Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa47dae1-6c88-4483-84b9-3978c2c81553 · outbound
This paper cites PMoE: Progressive Mixture of Experts with Asymmetric Transformer for Continual Learning.
Memorization and Knowledge Injection in Gated LLMs PMoE: Progressive Mixture of Experts with Asymmetric Transformer for Continual Learning
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.338420Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c55beafe-74b4-438e-9e6d-aa4ea964a7b0 · outbound
This paper cites A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA.
Memorization and Knowledge Injection in Gated LLMs A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.344815Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e9f11a1-a6f2-499f-ae79-b1a594fbbc70 · outbound
This paper cites Unfamiliar Finetuning Examples Control How Language Models Hallucinate.
Memorization and Knowledge Injection in Gated LLMs Unfamiliar Finetuning Examples Control How Language Models Hallucinate
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.351123Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4f4bbf0-77b6-43d4-89c9-48cc8cf9b9bd · outbound
This paper cites and Sompolinsky, H.
Memorization and Knowledge Injection in Gated LLMs and Sompolinsky, H
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.360446Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a3fbe72-6330-4083-88b1-333f7c1f2155 · outbound
This paper cites A., Milan, K., Quan, J., Ramalho, T., Grabska-Barwinska, A., et al.
Memorization and Knowledge Injection in Gated LLMs A., Milan, K., Quan, J., Ramalho, T., Grabska-Barwinska, A., et al
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.365348Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85440204-1de3-47d2-8636-e7db004bf284 · outbound
This paper cites and Sompolinsky, H.
Memorization and Knowledge Injection in Gated LLMs and Sompolinsky, H
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.369842Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88b7bd97-b9eb-4513-84bb-9dcfe7da157c · outbound
This paper cites Understanding Catastrophic Forgetting in Language Models via Implicit Inference.
Memorization and Knowledge Injection in Gated LLMs Understanding Catastrophic Forgetting in Language Models via Implicit Inference
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.375225Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70fe03a0-8b62-4f99-bb3b-64f38dc05a93 · outbound
This paper cites Efficient Knowledge Injection in LLMs via Self-Distillation.
Memorization and Knowledge Injection in Gated LLMs Efficient Knowledge Injection in LLMs via Self-Distillation
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.380894Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1e79ae0-3dda-4a4e-b700-230b6fe273bb · outbound
This paper cites Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models.
Memorization and Knowledge Injection in Gated LLMs Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.385374Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce2490f4-0c18-4065-83df-f19fc0533b91 · outbound
This paper cites Zero-Shot Relation Extraction via Reading Comprehension.
Memorization and Knowledge Injection in Gated LLMs Zero-Shot Relation Extraction via Reading Comprehension
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.391655Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bfb41ca-a4be-476b-836e-41aa385f544a · outbound
This paper cites u ttler, H., Lewis, M., Yih, W.-t., Rockt \.
Memorization and Knowledge Injection in Gated LLMs u ttler, H., Lewis, M., Yih, W.-t., Rockt \
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.397268Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67c1da96-d8ab-4b91-b137-145897c5f858 · outbound
This paper cites Language Modeling with Editable External Knowledge.
Memorization and Knowledge Injection in Gated LLMs Language Modeling with Editable External Knowledge
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.403108Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c746e7a-2e3d-4754-a29e-e2deb163fd94 · outbound
This paper cites and Sompolinsky, H.
Memorization and Knowledge Injection in Gated LLMs and Sompolinsky, H
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.411161Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 108611ed-f4f7-47ed-a43d-2b9db0a410dc · outbound
This paper cites On the storage capacity of hopfield models with correlated patterns.
Memorization and Knowledge Injection in Gated LLMs On the storage capacity of hopfield models with correlated patterns
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.649142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fa7ad2d4-8d89-4119-b012-383ec44fecaf · outbound
This paper cites MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models.
Memorization and Knowledge Injection in Gated LLMs MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.421522Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24b4f310-be58-453c-b9a9-886dae9e5efa · outbound
This paper cites An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning.
Memorization and Knowledge Injection in Gated LLMs An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.426467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f401ab33-44d9-40de-b750-e468be1119d9 · outbound
This paper cites L., McNaughton, B.
Memorization and Knowledge Injection in Gated LLMs L., McNaughton, B
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.634419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b5b9316d-9b4b-4d23-a8ea-2c911ee7a47f · outbound
This paper cites Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning.
Memorization and Knowledge Injection in Gated LLMs Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.438260Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22e7e576-8561-44f5-83a1-603a3b53516a · outbound
This paper cites Locating and editing factual associations in gpt.
Memorization and Knowledge Injection in Gated LLMs Locating and editing factual associations in gpt
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.621010Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 91961ea4-f7c4-4505-b408-621820794708 · outbound
This paper cites Mass-Editing Memory in a Transformer.
Memorization and Knowledge Injection in Gated LLMs Mass-Editing Memory in a Transformer
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.449076Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 844ced59-c069-4a54-83a7-df8cc2737099 · outbound
This paper cites Fast Model Editing at Scale.
Memorization and Knowledge Injection in Gated LLMs Fast Model Editing at Scale
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.454270Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9d2ae9e-de62-471f-8773-d0b1bc3b5bba · outbound
This paper cites MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory.
Memorization and Knowledge Injection in Gated LLMs MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.458736Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3cff3e3-6c88-45dd-8d3d-cc275229ba3d · outbound
This paper cites Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation.
Memorization and Knowledge Injection in Gated LLMs Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.463405Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46f70e97-56fe-482e-9418-060547062790 · outbound
This paper cites SGPT: GPT Sentence Embeddings for Semantic Search.
Memorization and Knowledge Injection in Gated LLMs SGPT: GPT Sentence Embeddings for Semantic Search
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.468412Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66ff1f28-4d1e-4786-a48c-228a98914753 · outbound
This paper cites Short-term memory and long-term memory are still different.
Memorization and Knowledge Injection in Gated LLMs Short-term memory and long-term memory are still different
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.606838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cdf227d4-575e-4b61-b984-ad1b1e054cfd · outbound
This paper cites Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs.
Memorization and Knowledge Injection in Gated LLMs Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.477882Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e6c77ad-5c75-466b-a0b8-66a7e67eeab1 · outbound
This paper cites Propagating knowledge updates to lms through distillation.
Memorization and Knowledge Injection in Gated LLMs Propagating knowledge updates to lms through distillation
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.593152Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 039fd7de-f408-4be1-919a-bac8e5e0bc82 · outbound
This paper cites In-Context Editing: Learning Knowledge from Self-Induced Distributions.
Memorization and Knowledge Injection in Gated LLMs In-Context Editing: Learning Knowledge from Self-Induced Distributions
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.487442Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1da35401-c173-49f1-adc6-37d4b6b44198 · outbound
This paper cites Memorag: Boosting long context processing with global memory-enhanced retrieval augmentation.
Memorization and Knowledge Injection in Gated LLMs Memorag: Boosting long context processing with global memory-enhanced retrieval augmentation
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.575340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f5fe1709-5b3c-4b3b-951a-7c556afaff57 · outbound
This paper cites Memory in humans and deep language models: Linking hypotheses for model augmentation.
Memorization and Knowledge Injection in Gated LLMs Memory in humans and deep language models: Linking hypotheses for model augmentation
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.497394Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 673955ab-07a1-40db-adb8-e5ee5ef9a6fb · outbound
This paper cites an unresolved cited work.
Memorization and Knowledge Injection in Gated LLMs Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:16:43.561550Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 970fdd0e-8863-445e-af1e-d23f528f05bd · outbound
This paper cites Efficiency of local learning rules in threshold-linear associative networks.
Memorization and Knowledge Injection in Gated LLMs Efficiency of local learning rules in threshold-linear associative networks
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.539872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a99b1790-c42a-432f-940d-a55b4916fc49 · outbound
This paper cites A rapid and efficient learning rule for biological neural circuits.
Memorization and Knowledge Injection in Gated LLMs A rapid and efficient learning rule for biological neural circuits
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.524992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d3d9414e-51bc-4953-aec0-4930e59887b7 · outbound
This paper cites Stochastic consolidation of lifelong memory.
Memorization and Knowledge Injection in Gated LLMs Stochastic consolidation of lifelong memory
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.510520Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e75202cb-377b-41a9-a56a-05cbc4815525 · outbound
This paper cites Order parameters and phase transitions of continual learning in deep neural networks.
Memorization and Knowledge Injection in Gated LLMs Order parameters and phase transitions of continual learning in deep neural networks
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.524214Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa8d94ca-5ff1-49bd-937a-7e6f87e26508 · outbound
This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.
Memorization and Knowledge Injection in Gated LLMs Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.530120Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b9a68c0-cd62-493c-ae72-1f52f4ec26a4 · outbound
This paper cites Continual Learning of Large Language Models: A Comprehensive Survey.
Memorization and Knowledge Injection in Gated LLMs Continual Learning of Large Language Models: A Comprehensive Survey
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.536030Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4691aee8-293c-4b48-a3bc-e47ce889e336 · outbound
This paper cites and Sutton, R.
Memorization and Knowledge Injection in Gated LLMs and Sutton, R
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.495987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c2a425a5-f885-41d3-9b9a-315bb942bb31 · outbound
This paper cites How to Alleviate Catastrophic Forgetting in LLMs Finetuning? Hierarchical Layer-Wise and Element-Wise Regularization.
Memorization and Knowledge Injection in Gated LLMs How to Alleviate Catastrophic Forgetting in LLMs Finetuning? Hierarchical Layer-Wise and Element-Wise Regularization
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.545919Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9114882-f6cb-4fd6-ab01-b7bc3237bdfa · outbound
This paper cites LAMOL: LAnguage MOdeling for Lifelong Language Learning.
Memorization and Knowledge Injection in Gated LLMs LAMOL: LAnguage MOdeling for Lifelong Language Learning
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.552368Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc4673c1-2de5-4b1e-9a68-d9a3428bc51f · outbound
This paper cites an unresolved cited work.
Memorization and Knowledge Injection in Gated LLMs Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:16:43.478046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5be164d7-f516-49d2-86be-a4af149fbe64 · outbound
This paper cites Understanding the limits of lifelong knowledge editing in llms.
Memorization and Knowledge Injection in Gated LLMs Understanding the limits of lifelong knowledge editing in llms
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.563704Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0159b05e-014e-4942-b3fd-d502f8250f88 · outbound
This paper cites Gated linear networks.
Memorization and Knowledge Injection in Gated LLMs Gated linear networks
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.457251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 148a259e-0b97-4e19-9192-1373906d1d9b · outbound
This paper cites Wise: Rethinking the knowledge memory for lifelong model editing of large language models.
Memorization and Knowledge Injection in Gated LLMs Wise: Rethinking the knowledge memory for lifelong model editing of large language models
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.439084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9ac394a0-d76d-47a4-8c2f-5cf35d9831f2 · outbound
This paper cites Self-updatable large language models by integrating context into model parameters.
Memorization and Knowledge Injection in Gated LLMs Self-updatable large language models by integrating context into model parameters
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.419956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 22a126c4-391c-4b9d-af44-9786c964025d · outbound
This paper cites Towards LifeSpan Cognitive Systems.
Memorization and Knowledge Injection in Gated LLMs Towards LifeSpan Cognitive Systems
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.587190Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf62ed7c-f8d3-460c-9a80-2135b842474c · outbound
This paper cites InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory.
Memorization and Knowledge Injection in Gated LLMs InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.594133Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a9d90ae-d70c-4615-8858-b11c5b78d860 · outbound
This paper cites MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models.
Memorization and Knowledge Injection in Gated LLMs MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.601037Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea6ef240-5cd2-4b85-b415-3f778c93c4b0 · outbound
This paper cites Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing.
Memorization and Knowledge Injection in Gated LLMs Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.607054Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66c8eed4-8397-4d09-8347-8a713d3ac1fb · outbound
This paper cites Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities.
Memorization and Knowledge Injection in Gated LLMs Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.611658Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0cc11f0-4943-410c-bccf-5a95873d5f3f · outbound
This paper cites $\text{Memory}^3$: Language Modeling with Explicit Memory.
Memorization and Knowledge Injection in Gated LLMs $\text{Memory}^3$: Language Modeling with Explicit Memory
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.617374Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03452df8-b4a6-450e-9914-ad50da59ea40 · outbound
This paper cites Unveiling the Generalization Power of Fine-Tuned Large Language Models.
Memorization and Knowledge Injection in Gated LLMs Unveiling the Generalization Power of Fine-Tuned Large Language Models
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.622385Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0ba93cd-4772-47e2-ba69-2c8e7c591b63 · outbound
This paper cites The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse.
Memorization and Knowledge Injection in Gated LLMs The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.627357Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bbca866-29c9-416f-b78f-f8b9b93a656a · outbound
This paper cites Melo: Enhancing model editing with neuron-indexed dynamic lora.
Memorization and Knowledge Injection in Gated LLMs Melo: Enhancing model editing with neuron-indexed dynamic lora
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.633361Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09f261a5-31f4-472f-93e0-278d9a35e70d · outbound
This paper cites J., and Ma, Y.
Memorization and Knowledge Injection in Gated LLMs J., and Ma, Y
Reference 90
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.197156Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 296bf271-b6aa-442c-bfd4-2caaa300617d · outbound
This paper cites DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue.
Memorization and Knowledge Injection in Gated LLMs DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.643368Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6232976d-9cfc-4dbb-958d-1dff491d9959 · outbound
This paper cites A Comprehensive Study of Knowledge Editing for Large Language Models.
Memorization and Knowledge Injection in Gated LLMs A Comprehensive Study of Knowledge Editing for Large Language Models
Reference 92
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.648387Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 968c6ea6-3982-4f0b-a756-af347648fd48 · outbound
This paper cites Revisiting Few-sample BERT Fine-tuning.
Memorization and Knowledge Injection in Gated LLMs Revisiting Few-sample BERT Fine-tuning
Reference 93
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.653732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b877ecf8-d858-49af-b92d-c3f8b62b6a71 · outbound
This paper cites and Wu, J.
Memorization and Knowledge Injection in Gated LLMs and Wu, J
Reference 94
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.178377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 181cefb4-0b5f-4216-b569-1db626860cb9 · outbound
This paper cites LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild.
Memorization and Knowledge Injection in Gated LLMs LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild
Reference 95
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.664918Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78f76a7a-9fb0-464e-af00-c97be9945e0e · outbound
This paper cites Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models.
Memorization and Knowledge Injection in Gated LLMs Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models
Reference 96
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:16:41.670472Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9fceb39-b580-45e1-a5ec-0ac6c2c67474 · outbound
This paper cites Initializing and retrofitting key-value adaptors for traceable model editing.
Memorization and Knowledge Injection in Gated LLMs Initializing and retrofitting key-value adaptors for traceable model editing
Reference 97
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:16:43.158958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
Observation 6d511518-0e5b-4fbd-8f16-155fa51a9a6c · inbound
Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs cites this paper.
Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs Memorization and Knowledge Injection in Gated LLMs
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T07:22:27.788068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eb7f651f-6b2e-4da8-a09f-3be99c126897 · inbound
Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs cites this paper.
Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs Memorization and Knowledge Injection in Gated LLMs
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T10:36:29.456241Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.