Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T12:27:44.894474Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2412.03587.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T12:27:44.894474Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d6c539ec-833d-4737-a3b2-8f3621a59689 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 1
Source-reported events for the cited work
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Observation 9e29c688-48e3-4eb1-b429-b3dae6bd94bf · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b555780c-4899-432f-9ed6-3552a474db98 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 3
Source-reported events for the cited work
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Observation 935fe456-ff37-4cff-9181-b19ffed3b442 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d6427815-c3e3-4830-9d0f-a2a8c91b3091 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Training Deep Nets with Sublinear Memory Cost
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb3e0c7a-9ca8-46e3-90af-c2254dce60d0 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9494b71a-1e16-46db-9fa4-211eba4946c8 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation df8fa471-7d7e-4152-95f7-d38c1139a520 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92f30c2b-d3fe-499f-887a-a0b08c210761 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation be7349f8-d686-4613-a1f6-74bebfd5f807 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ba6fb2c5-daea-4de4-97c2-6286b2c30400 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc9370b0-70ad-4481-9e55-a6817cabd75f · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 10c86da0-d7c0-4d5c-acfd-113420c95c2e · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 597fd041-124a-46b2-968a-c7a9a9a71760 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 969f14b8-fe80-407d-a65f-5174ad3e618f · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5107b39-e076-44db-a7a9-95a7a032cac4 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b243936f-b815-42b7-8c3e-381fd3549c3c · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2dce612-41f4-4d0c-ba00-484c84739ce0 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e304a5e-b68c-4f38-9c49-1c33073acbe5 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a8fb670-c9a3-4c2c-bbe0-206e49428693 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c13cb4a-b273-4027-a724-50855510f961 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation eba42cf7-b5c3-4d7b-88ee-bc6f7c179b83 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation edc76b62-34c8-4a5a-aa9c-570ea4e75a1d · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1318824f-5a6f-4932-9feb-e9a21b2eea51 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation aa685e25-5891-45b1-ae45-2dadc8fb1fd3 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00735650-c665-4995-aa95-fb43dc3c5ced · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Parameter-Efficient Sparsity for Large Language Models Fine-Tuning
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e773edd-c58d-465c-b68e-c0197aeb8dd2 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7acc5480-ece9-43d3-976d-3bb8f1cfd5eb · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1aa4764c-00e4-431b-8ce3-fb68b5cc1a1f · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af239795-0734-46ed-a943-5a0a24346661 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88a4789a-6c23-4314-ad43-4881b16bbd3e · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 632aead0-48f7-4f2a-936a-362d20bc3859 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc3f491b-e934-4469-8d41-cabc89cd36cf · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c382f0de-74f7-414c-bb98-615ee5fee8f9 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a6e8d83-4799-4ac5-b175-3cadf260bf87 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90bd9aa2-ff9a-4f33-87c2-58c0ed19cd45 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f0e45d31-1702-419e-9aa0-8dc058f6cad4 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0ee21777-d895-4a27-9ffa-4440b9475955 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7c8c078f-3dc9-452c-ab7d-9f5659535c2c · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 488335cd-d51c-428c-baa9-b0185b619fa5 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7aee7fc-1c6f-4033-a9be-9b594165dd91 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2de97935-bb2c-46db-ba42-f3f0370b9509 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 65c064e7-6144-47fd-b8b4-0096e30ba576 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b2a66dc-00eb-4cd3-8078-7108ccffc716 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d027fc8-f638-4f11-96e3-ab2b52f4b85a · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 06d2976b-918c-405b-9b77-c6eb44cdd80e · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models LLaMA: Open and Efficient Foundation Language Models
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1572f247-4e7c-4325-9b8b-47137d450f10 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfd6a3fa-a7de-457f-a394-9dfb00a87adc · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models HuggingFace's Transformers: State-of-the-art Natural Language Processing
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35121b64-d0ec-4d71-8c57-38084791a98e · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models The Implicit Regularization of Dynamical Stability in Stochastic Gradient Descent
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d5a310f-a4aa-4cb6-84c9-d4eb0a1b6cd5 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62a2d793-2f31-4ee3-88e8-41a76f6fd10b · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7fa85efd-16e5-4fb1-8bad-680e74a62b66 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd329896-b5ae-4737-a686-dee44222bb72 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9c231864-5e19-4361-a6f6-5c29cf0dd030 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 895d0d3f-0f80-43b9-846a-ca09dd594886 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21459b93-a0b7-47e2-ac37-257238e11d46 · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models online" 'onlinestring :=
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4d48c88-2cd0-46db-ae82-a438d500b13a · outbound
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models write newline
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.