Paper Citation Record · LEDGER

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation

As of 10 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2505.14350.

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

pith.paper-citation-record.v1
2505.14350 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:41:09.538810Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T06:48:16.002565Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy3
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 559678e8-3848-4a86-b832-f1212b2de218 · outbound

This paper cites an unresolved cited work.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:41:10.509817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ec46519a-9b19-414d-8fb3-eb869a261d70 · outbound

This paper cites Mistral 7B.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation Mistral 7B

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:08.943424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecc9c6e2-2253-4a19-85cf-17ffb36230cc · outbound

This paper cites In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages 3045–3059, Online and Punta Cana, Domini- can Republic.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages 3045–3059, Online and Punta Cana, Domini- can Republic

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:41:10.345608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6afa0470-86ed-43e0-9d89-d52df7cd75bc · outbound

This paper cites P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:09.118021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc8a2271-6976-4538-ad1b-bf38ad03dd7c · outbound

This paper cites In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing , pages 2381–2391, Brussels, Belgium.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing , pages 2381–2391, Brussels, Belgium

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:41:10.151126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3afe96bf-452e-4ea7-80ca-88d271e86221 · outbound

This paper cites Qwen2.5 Technical Report.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation Qwen2.5 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:09.310582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbbf4da7-d12e-4ef9-a316-a13951cc230d · outbound

This paper cites an unresolved cited work.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:41:09.986624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7f9caa9e-2999-49e4-97d6-058fdb8fd7f9 · outbound

This paper cites an unresolved cited work.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:41:09.825871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a3ab3acd-29b5-4bdc-97b3-b119e8f73a63 · outbound

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

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:09.538810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 876f04e1-3c43-4b8c-a719-c8a2917635ed · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:08.567803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c53fc7f9-0aa8-4d4f-95c8-e018bebe7a04 · outbound

This paper cites PIQA: Reasoning about Physical Commonsense in Natural Language.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation PIQA: Reasoning about Physical Commonsense in Natural Language

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:08.205194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5405d78d-2aca-442e-895e-da3c5aff4cd1 · outbound

This paper cites In Advances in Neural Information Processing Systems, volume 33, pages 1877–1901.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation In Advances in Neural Information Processing Systems, volume 33, pages 1877–1901

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:41:10.689969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5fb35a09-8a17-44c5-a1ea-6ee68538f0cc · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation Training Verifiers to Solve Math Word Problems

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:08.689987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e1ec00d-1456-4210-a271-e1cd4172479c · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation QLoRA: Efficient Finetuning of Quantized LLMs

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:08.770339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76773cd6-b86b-4489-b1c0-fb726574feb5 · outbound

This paper cites The Llama 3 Herd of Models.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation The Llama 3 Herd of Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:08.863003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5450610-52b0-4e19-b710-e70d99cf9174 · outbound

This paper cites MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes.

OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:08.146423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 110782ad-5c59-4e23-8986-064f930d11ed · inbound

Quantifying the Uncertainty of Foundation Models with Singular Value Ensembles cites this paper.

Quantifying the Uncertainty of Foundation Models with Singular Value Ensembles OSoRA: Output-Dimension and Singular-Value Initialized Low-Rank Adaptation

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T06:48:16.002565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.