Paper Citation Record · LEDGER

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models

As of 22 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2412.09827.

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

pith.paper-citation-record.v1
2412.09827 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:44:02.185258Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

38 of 38 outbound references displayed

verified exact0
verified fuzzy4
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 96d0f451-4252-45b8-9ad7-6d1078e9b16b · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:01.886214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5301e305-12ac-4612-a704-1ac6dae1e02d · outbound

This paper cites write newline.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:01.895962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b006a68-f625-4e65-a0db-1b99c4e5ccda · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:03.092409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f8c9867f-6124-4ae5-bbcd-1643a26ece7d · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:03.071577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 02260bf0-17f2-4901-a5fc-fc2a02136ffe · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:01.919952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aac468e6-6a75-472e-8976-562ca1930af9 · outbound

This paper cites B.; Mann, B.; Ryder, N.; Subbiah, M.; Kaplan, J.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models B.; Mann, B.; Ryder, N.; Subbiah, M.; Kaplan, J.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:44:03.023786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9b9be728-3650-4083-b508-e1c8d19fdf7b · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:01.944508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13da31c9-fe64-4092-8fa1-f5ae05d81965 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Training Verifiers to Solve Math Word Problems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:01.950909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bec8d20-fbf0-413a-bf15-d00afcffaa35 · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models QLoRA: Efficient Finetuning of Quantized LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:01.957855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d836b0e-4485-4744-a225-e404b3fbb3fe · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:02.960247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 796aa98d-d174-42d4-b63d-b69feb1bdbc0 · outbound

This paper cites Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:01.974686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0ea03b9-eb25-4250-b127-d1b6761ebc84 · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:02.935783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 946f7f41-a170-49ff-8e47-e8e0770c7aad · outbound

This paper cites J.; Hajishirzi, H.; Etzioni, O.; and Kushman, N.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models J.; Hajishirzi, H.; Etzioni, O.; and Kushman, N

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:44:02.914965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dbae7fe5-1469-4f06-8279-331a82c4a8d0 · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:01.990531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eab83fb-ec2a-4303-9c6b-766a82a8417e · outbound

This paper cites J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; and Chen, W.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; and Chen, W

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:01.997314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aae6cec-8a43-4a21-b7cf-2760d888357b · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:02.864211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 53288998-5311-4346-bc97-e49a14dd823f · outbound

This paper cites LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:02.015467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 009733c0-2943-4c04-8a9c-e32545c878fb · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:02.022004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8123dae3-c9ae-4c06-95d2-8211f8c2a9a5 · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:02.029497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 543ddfd6-d713-45b6-a6a6-6d7d6695229a · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:02.039624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 890c4703-a5fb-4a02-af1b-e13eaf7edd96 · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:02.802709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 37fc1e12-944e-4cdc-a876-875ff2e2bfb2 · outbound

This paper cites L.; and Liang, P.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models L.; and Liang, P

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:44:02.779116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4c50e568-f01e-4ca4-9286-0063a9ff5b8a · outbound

This paper cites L.; and Liang, P.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models L.; and Liang, P

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:44:02.749555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1d1a211b-20f7-4461-a216-2ab9a8786c4f · outbound

This paper cites DoRA: Weight-Decomposed Low-Rank Adaptation.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models DoRA: Weight-Decomposed Low-Rank Adaptation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:02.071962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 089a8152-c3d1-44db-a1e7-46ad1160cc15 · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:02.078583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd9740ac-6dd5-4c60-a16e-97a104276c32 · outbound

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

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:02.088080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e26d35ac-41d2-4a01-86a2-68380b53b8a9 · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:02.717219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80bfb727-54b0-4e71-9020-c1cba5a27d4d · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:02.101537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3616d1e-9a8a-4c1b-8837-50e1a134cf50 · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:02.682787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 92892dd2-7aa3-4c86-84b3-2bb9cb402c72 · outbound

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

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:02.118502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77367f26-cb82-4c11-abda-360bfc17f4b7 · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:02.660025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4363041e-e59f-4682-818d-ce7db4a94f71 · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:02.632035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4033d57a-3a6c-416a-a4fc-a27c346f993f · outbound

This paper cites H.; and Gao, J.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models H.; and Gao, J

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:02.144107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6768490-cdb6-4cae-98af-73be421e1dfa · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:02.598263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a6799ab9-d03f-44a5-82e5-c03970abea8b · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:02.163014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation debbbc24-c72b-485e-b564-6ba4c4777c73 · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:02.562346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c91c8fed-11ae-464f-a4d0-9f6adbbb0727 · outbound

This paper cites an unresolved cited work.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:44:02.535083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fa26e202-6530-465b-8c59-ecc98d412cac · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models Representation Engineering: A Top-Down Approach to AI Transparency

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T16:44:02.185258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.