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Paper Citation Record · LEDGER

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models

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.

pith.paper-citation-record.v1
2412.03587 v2

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:27:44.894474Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved57
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d6c539ec-833d-4737-a3b2-8f3621a59689 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.571467Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.643255Z digest=sha256:f53483ff46f4618cededb1ae38a9de3ccf54ad4bcef8e5fd9a9f00f335c670a7

Observation 9e29c688-48e3-4eb1-b429-b3dae6bd94bf · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.558080Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.648623Z digest=sha256:7baa62f5f1f6020c23c72c708fc3f806e81f13ec0704164d5b484cc04bcb20b5

Observation b555780c-4899-432f-9ed6-3552a474db98 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.543073Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.653195Z digest=sha256:9794cb98b23854c86d5aef763aece6ee4109654bddd19d9d3e2ff74e376ad3c1

Observation 935fe456-ff37-4cff-9181-b19ffed3b442 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.529498Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.658257Z digest=sha256:43b56a40c5dda713bad87d3d66740804e5b03b3894e3dab8c27375ced970be2f

Observation d6427815-c3e3-4830-9d0f-a2a8c91b3091 · outbound

This paper cites Training Deep Nets with Sublinear Memory Cost.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Training Deep Nets with Sublinear Memory Cost

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.662761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.662761Z digest=sha256:c88f960ea93cb1b0b221e1c8f930e5634313388cdcb2be2ccabc7ac21bcc94d9

Observation fb3e0c7a-9ca8-46e3-90af-c2254dce60d0 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.667441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.667441Z digest=sha256:460bb6f98ba7501c4e684556dd2de4f8efdd0596ccd8e85890aed6ef4918c83b

Observation 9494b71a-1e16-46db-9fa4-211eba4946c8 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.506281Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.672259Z digest=sha256:062311706b406e8a9df975b9bb16fe4e7f47090fdc6c13a61fbebc68f51eb0be

Observation df8fa471-7d7e-4152-95f7-d38c1139a520 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.676435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.676435Z digest=sha256:dfd96ea593d7fc7eb58a43e3636b2155367a5593b6f9aa624588353c7be243a2

Observation 92f30c2b-d3fe-499f-887a-a0b08c210761 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.484250Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.680687Z digest=sha256:3d1345af2c4e1b31aa39542ac3354b01cae6e1bdb8e3228883bd0bec33312752

Observation be7349f8-d686-4613-a1f6-74bebfd5f807 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.470172Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.684807Z digest=sha256:71b41fd410a04e4b933b157de06e0774a3fe7056835d68a04fd8d4e94e1e11d8

Observation ba6fb2c5-daea-4de4-97c2-6286b2c30400 · outbound

This paper cites Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding.

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

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.688941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.688941Z digest=sha256:dd05e7f7c3cadc6850fe301fa5f8ec2a237230afd0dda81d94247de14f1bb704

Observation dc9370b0-70ad-4481-9e55-a6817cabd75f · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.455814Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.695621Z digest=sha256:a6bf26f39396fb708c65aa2e1088ff1bfb2b44c3d599767232802c676f600626

Observation 10c86da0-d7c0-4d5c-acfd-113420c95c2e · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.441386Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.699744Z digest=sha256:1701e8a07adf54978f8975b74b7b62db1ca933366bb803c8c8f2c8b1e462b602

Observation 597fd041-124a-46b2-968a-c7a9a9a71760 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.703719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.703719Z digest=sha256:730e5a58bf3b0a993f5557413423db07d9e4d431139cccdd8550bc0d19eef0e9

Observation 969f14b8-fe80-407d-a65f-5174ad3e618f · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.707829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.707829Z digest=sha256:3861f6d15c0f89747b3cf36f0375ba0312972d464be549be4878ae1e58fd3d9b

Observation e5107b39-e076-44db-a7a9-95a7a032cac4 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.409898Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.711888Z digest=sha256:c1377ab3c63eb9d50e99f3b7172769ff7e85038e66001238dafeaa917d593fbc

Observation b243936f-b815-42b7-8c3e-381fd3549c3c · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.716200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.716200Z digest=sha256:5349fa68a2b650ce827723512db0215e0a1f755666eed144780179296c5d217d

Observation c2dce612-41f4-4d0c-ba00-484c84739ce0 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.720490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.720490Z digest=sha256:1a495cf98d877f49f73a202a13c6f256c057f655c0b81255e71c678db98580da

Observation 5e304a5e-b68c-4f38-9c49-1c33073acbe5 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.724610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.724610Z digest=sha256:7e42b9318aead45998263bed31d3e0a58e88755ee0e65bd5f0fb8a0f0d6d7758

Observation 8a8fb670-c9a3-4c2c-bbe0-206e49428693 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.729021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.729021Z digest=sha256:34174fcda964203a852039df95d97181a4210cf2e6ab12a13cdc391c8e171b15

Observation 9c13cb4a-b273-4027-a724-50855510f961 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.361728Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.733071Z digest=sha256:c4243ecca9b996a84517067080f5680f32ca78e1f3be4dbb16b6b9e1964dacd3

Observation eba42cf7-b5c3-4d7b-88ee-bc6f7c179b83 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.347992Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.738160Z digest=sha256:773970d61706f3ca56aaded8f3a99c5179966e6067ed548fa059b3422cbf4e73

Observation edc76b62-34c8-4a5a-aa9c-570ea4e75a1d · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.742462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.742462Z digest=sha256:bc1a62c51137fdfc2e91dbfc3a65f76131746c28c55e90142052866a6ba457ba

Observation 1318824f-5a6f-4932-9feb-e9a21b2eea51 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.325162Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.746538Z digest=sha256:f4a1822d3556ebeade99a86e109e40cebabef2fc715ed650d0ca303425d6b655

Observation aa685e25-5891-45b1-ae45-2dadc8fb1fd3 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.750785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.750785Z digest=sha256:1fcb8d49d644db10a3cd486ac8a27fb09c89e75c18f16226ff568c6e2e10ee60

Observation 00735650-c665-4995-aa95-fb43dc3c5ced · outbound

This paper cites Parameter-Efficient Sparsity for Large Language Models Fine-Tuning.

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

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.754952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.754952Z digest=sha256:4cc5374eca74430d1ccbf29e0db1ad143d95adfa5bf9708699ab3ecfe3e2d229

Observation 5e773edd-c58d-465c-b68e-c0197aeb8dd2 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.759379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.759379Z digest=sha256:5d6bb2dbca53ce7758489a39a58da62ece5705f24488c41245866144ce67e26f

Observation 7acc5480-ece9-43d3-976d-3bb8f1cfd5eb · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.763864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.763864Z digest=sha256:d9ffe73eed43d312c645f9ef02c9e64d22422e3c21580e70b95d05e76ac37649

Observation 1aa4764c-00e4-431b-8ce3-fb68b5cc1a1f · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.768049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.768049Z digest=sha256:5676a013ebc70ced21d03b2516e4d7e0cad978a54930bd33313e235376614a16

Observation af239795-0734-46ed-a943-5a0a24346661 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.772207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.772207Z digest=sha256:f55c3642ee40ac45ee013632f422fc3838ec782cc11cd30ccb28b1dc37ec7e1c

Observation 88a4789a-6c23-4314-ad43-4881b16bbd3e · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.776196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.776196Z digest=sha256:61f7a03781ed137223a2c425245ae85d54019110334603534c9ce249e957a66e

Observation 632aead0-48f7-4f2a-936a-362d20bc3859 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.780633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.780633Z digest=sha256:d02a279ddbcf3c1f3a9b3ec57defa8a9587b0c1e1fb0a45505349fe665058d52

Observation bc3f491b-e934-4469-8d41-cabc89cd36cf · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.784754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.784754Z digest=sha256:80d9d3ff4e8933ea8410d5c43d93051799b869b378a35b48b75c37387e3ddd03

Observation c382f0de-74f7-414c-bb98-615ee5fee8f9 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.789588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.789588Z digest=sha256:a3ea84c746d91e632e88e50e6eb3ba648aeb2c65a6f29b6cba8649ca19d1a903

Observation 0a6e8d83-4799-4ac5-b175-3cadf260bf87 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.793699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.793699Z digest=sha256:fd26e963a5ba4dbd11bcc5abe68628e1888444f11fc5e9270bedf97463691284

Observation 90bd9aa2-ff9a-4f33-87c2-58c0ed19cd45 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.235031Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.798278Z digest=sha256:b6bda0b4f7746681c4b2b8507dfb4e81573efbdc77f82e4046857dc3ae75d875

Observation f0e45d31-1702-419e-9aa0-8dc058f6cad4 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.220898Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.802324Z digest=sha256:de3bb60e5b73a28fb1ce52146f056afc0eacf5a61bb55282b90bf9bd09f57127

Observation 0ee21777-d895-4a27-9ffa-4440b9475955 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.206936Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.806317Z digest=sha256:57bb7a891c8bb7ae7bacf76f7116f122c92c3419f23f3c7a5614635744a04090

Observation 7c8c078f-3dc9-452c-ab7d-9f5659535c2c · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.192564Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.810449Z digest=sha256:7f9cace97849a04c23e3659b18500bba9703f333fe45fd39afd3e7f1a4a31181

Observation 488335cd-d51c-428c-baa9-b0185b619fa5 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.814782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.814782Z digest=sha256:6087da42de79cc6ff47ee0d4d731f5d6dd9b56165bb10c0657d67f968e4e20de

Observation e7aee7fc-1c6f-4033-a9be-9b594165dd91 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.818988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.818988Z digest=sha256:3664bdb916a055085191d2a4558a9eb2a6b35ce00019d5e7ad40e0325f1a7c79

Observation 2de97935-bb2c-46db-ba42-f3f0370b9509 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.161069Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.823225Z digest=sha256:65b5fa95705b970e2c7ffa4209087c89fc28392de8fbdbcc8bc5fa6e3b2199f2

Observation 65c064e7-6144-47fd-b8b4-0096e30ba576 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.827900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.827900Z digest=sha256:151059411ffc14a688ae238272d70b507e747d246c675aa87c6238a8d6e51370

Observation 8b2a66dc-00eb-4cd3-8078-7108ccffc716 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.833148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.833148Z digest=sha256:25605fda24734cf777fea727fdef4e274b16f47e4277b085d0f9c4fb06461f5c

Observation 2d027fc8-f638-4f11-96e3-ab2b52f4b85a · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.129151Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.837601Z digest=sha256:10de1a74822553c053279758c5ef6969dd61d9e759c5d48036b16a80a2a95813

Observation 06d2976b-918c-405b-9b77-c6eb44cdd80e · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.842280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.842280Z digest=sha256:6b9ea0bdd19ceadb2e585ae28d052a512b5d35ae34d23711a0a2ce7df17332d7

Observation 1572f247-4e7c-4325-9b8b-47137d450f10 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.846465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.846465Z digest=sha256:6f6cfd0b417a7e2da4213d1db4ba891184afd6023202ae24a3a9f06821ad4810

Observation bfd6a3fa-a7de-457f-a394-9dfb00a87adc · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

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

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.851678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.851678Z digest=sha256:de560f800138dadad93a73477a0fed7279efc2c19b51772dcb3f2191877efaad

Observation 35121b64-d0ec-4d71-8c57-38084791a98e · outbound

This paper cites The Implicit Regularization of Dynamical Stability in Stochastic Gradient Descent.

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

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.856271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.856271Z digest=sha256:d4d1f7112ae1d33e0a88b759f514eb7c832e5201ae426d36076f85d5f8992c14

Observation 3d5a310f-a4aa-4cb6-84c9-d4eb0a1b6cd5 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

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

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.861377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.861377Z digest=sha256:73a93ecd3569fe5bb5976a4d2012ebe99766febff4de69f2ab12e60af211b91e

Observation 62a2d793-2f31-4ee3-88e8-41a76f6fd10b · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.106654Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.866439Z digest=sha256:231695c84aa99560597b3ef57c18157372be4ac36be5bcf5fdba943ccb22384c

Observation 7fa85efd-16e5-4fb1-8bad-680e74a62b66 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.870988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.870988Z digest=sha256:9c2ac70705bc1cb235afa0288fdf3c082fe789d419a89b8cbbc253dd3603722a

Observation dd329896-b5ae-4737-a686-dee44222bb72 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:27:45.083874Z

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.

source=arxiv_source observed=2026-08-12T12:27:44.875500Z digest=sha256:5779b48b36639417de1d99bb1730c52f7005ad904511a5e233ff58dfceaf0c64

Observation 9c231864-5e19-4361-a6f6-5c29cf0dd030 · outbound

This paper cites LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning.

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

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.879802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.879802Z digest=sha256:6da20c60799d40693ffc94c4b7b65804895bc22d71833ded07ca6e0b8a4cf28d

Observation 895d0d3f-0f80-43b9-846a-ca09dd594886 · outbound

This paper cites an unresolved cited work.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.884385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.884385Z digest=sha256:7c9fe92350330d74afb6857b73670a65acc5f18f55f199dfcc98bc2ad3060969

Observation 21459b93-a0b7-47e2-ac37-257238e11d46 · outbound

This paper cites online" 'onlinestring :=.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models online" 'onlinestring :=

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.888896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.888896Z digest=sha256:96c5306c2a84ff5c4d8301ac60333487a3b225aa8b2f3783c95bc73c891e0425

Observation d4d48c88-2cd0-46db-ae82-a438d500b13a · outbound

This paper cites write newline.

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models write newline

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-12T12:27:44.894474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:27:44.894474Z digest=sha256:28544c691a0a88b566110c121f1b1fc370dbdd07ec1423a920d79ab9f4008c2e

Pith citing papers

No inbound Pith citation observations are available.