Paper Citation Record · LEDGER

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation

As of 23 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 3 inbound Pith citation observations for arXiv:2412.11378.

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

pith.paper-citation-record.v1
2412.11378 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:03:42.637897Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:45:49.930627Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T04:59:45.876127Z

Reference resolution

27 of 27 outbound references displayed

verified exact2
verified fuzzy4
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 96c2d75a-b5a5-4376-85b9-0419233abf1b · outbound

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

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:41.805048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fef4221-4c6d-43ad-acf5-948541903b25 · outbound

This paper cites write newline.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:41.883565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92cda4c3-3fe5-4c72-8d34-bf10306bd0b8 · outbound

This paper cites TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:41.941460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de57f565-74be-4f84-8ed8-1279c372dda0 · outbound

This paper cites E.; Herrington, D.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation E.; Herrington, D

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:41.948154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2a4ae00-05b1-439e-bdaa-2f1578d4f2de · outbound

This paper cites Uncertainty Quantification on Clinical Trial Outcome Prediction.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Uncertainty Quantification on Clinical Trial Outcome Prediction

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:41.954751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24d63012-2116-4cb8-a790-731a8eefe409 · outbound

This paper cites an unresolved cited work.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:43.562478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c562c265-bcd4-4f38-b905-dbf7a33d7694 · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation QLoRA: Efficient Finetuning of Quantized LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:42.047053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cab24b3-06e0-4e56-a029-dfe16b2bb33d · outbound

This paper cites The Llama 3 Herd of Models.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:42.089804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e823850b-4942-48a4-b932-467193cc1f45 · outbound

This paper cites M.; and Wang, Y.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation M.; and Wang, Y

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:43.466316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9ef70753-261e-4aee-8f79-d520ccc37152 · outbound

This paper cites an unresolved cited work.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:43.401377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ea76e6ef-7ee3-46c6-beca-8d1deedb52cd · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation LoRA: Low-Rank Adaptation of Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:42.127907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23d88f55-cb90-4352-b5cd-d1b19d287bd2 · outbound

This paper cites A Study of BFLOAT16 for Deep Learning Training.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation A Study of BFLOAT16 for Deep Learning Training

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:42.136642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56ce2245-cd05-416d-81b7-ac308f2bec52 · outbound

This paper cites an unresolved cited work.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:43.348560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 62aa918d-c54c-4def-b9b0-30d6e50055bb · outbound

This paper cites an unresolved cited work.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:43.316384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eb280c3b-7c35-45d1-99a3-0342544a5cb0 · outbound

This paper cites an unresolved cited work.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:43.288749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b887e4f2-1650-4437-b27f-225042fc7686 · outbound

This paper cites an unresolved cited work.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:43.267801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3d49f1c4-9ac3-451c-b8e1-1b1b122ecfdd · outbound

This paper cites an unresolved cited work.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:43.249109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0f713c07-b4d5-448e-ab71-1f6193a003d7 · outbound

This paper cites Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:03:42.757454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2704f106-e3cc-4f38-91bd-75a8ede98c7d · outbound

This paper cites J.; Cheng, Z.; Saylor, G.; Van Eyk, J.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation J.; Cheng, Z.; Saylor, G.; Van Eyk, J

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:43.227803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2e902db3-f93b-4992-9ae4-9781889c8b92 · outbound

This paper cites an unresolved cited work.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:43.140646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f690468e-fb71-4f9e-8d34-6b8c3e91d6c4 · outbound

This paper cites Good Debt or Bad Debt: Detecting Semantic Orientations in Economic Texts.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Good Debt or Bad Debt: Detecting Semantic Orientations in Economic Texts

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:42.253146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b92c850-51c1-4063-9d3e-350d8654070a · outbound

This paper cites an unresolved cited work.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:43.040135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e9eeb35d-ca3a-4ffe-b06f-a9dba5793295 · outbound

This paper cites an unresolved cited work.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:42.964836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ca6c5bb8-6415-4a04-aedc-4047ce82b825 · outbound

This paper cites C.; Verspoor, K.; and Baldwin, T.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation C.; Verspoor, K.; and Baldwin, T

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:42.929379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d3abb88f-757c-4eb0-8ac5-c8fc57750f56 · outbound

This paper cites Impact of News on the Commodity Market: Dataset and Results.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation Impact of News on the Commodity Market: Dataset and Results

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:42.501792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 364901b4-7165-40f5-ba63-19c9c7bb5e78 · outbound

This paper cites S.; Zha, D.; White, M.; Xiao, K.; and Liu, X.-Y.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation S.; Zha, D.; White, M.; Xiao, K.; and Liu, X.-Y

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:42.911617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 36898e53-d428-4633-adaf-e657e08f63f4 · outbound

This paper cites TWIN-GPT: Digital Twins for Clinical Trials via Large Language Model.

FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation TWIN-GPT: Digital Twins for Clinical Trials via Large Language Model

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:03:42.693810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 077b155e-6642-42c9-a571-dfa6a6630da7 · inbound

Open FinLLM Leaderboard: Towards Financial AI Readiness cites this paper.

Open FinLLM Leaderboard: Towards Financial AI Readiness FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T18:49:51.288716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69cf11ff-6227-4002-8c48-edb16fbd0018 · inbound

Towards the Next Frontier of LLMs, Training on Private Data: A Cross-Domain Benchmark for Federated Fine-Tuning cites this paper.

Towards the Next Frontier of LLMs, Training on Private Data: A Cross-Domain Benchmark for Federated Fine-Tuning FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-15T04:59:45.879679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 51ed7b72-1d5b-4e44-9284-fdb5fdf248ce · inbound

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models cites this paper.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:49.930627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.