Paper Citation Record · LEDGER

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models

As of 22 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2608.04200.

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

pith.paper-citation-record.v1
2608.04200 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:45:49.952888Z

measured 21 of 21 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

21 of 21 outbound references displayed

verified exact0
verified fuzzy1
unresolved17
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 782050ea-db68-4ff3-ab52-01de0e9e04e7 · outbound

This paper cites FinBERT: Financial Sentiment Analysis with Pre-trained Language Models.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:49.838316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 205d8ed8-37d6-43ba-bb7c-4b0085b9dfd1 · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models QLoRA: Efficient Finetuning of Quantized LLMs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:49.844351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06990443-af46-418b-9480-456d3dcd1772 · outbound

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

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:49.854269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 558dc9d5-c138-464a-8ea7-79a9381c2d67 · outbound

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

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:49.861780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fff802c-3bd2-42ba-a526-83ba16f49587 · outbound

This paper cites an unresolved cited work.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Unresolved cited work

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-08-15T14:45:49.867582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 974a3638-dce8-424b-a131-f29f444b1fed · outbound

This paper cites an unresolved cited work.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:45:50.539991Z

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 f21a0ee9-7c78-4081-8898-5525e4dabff2 · outbound

This paper cites an unresolved cited work.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:45:50.521245Z

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 df6a7c6f-6be3-4bd9-b2c6-d02558338702 · outbound

This paper cites LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:49.884205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e12d5c4b-8b80-4150-9edd-b229ded74963 · outbound

This paper cites an unresolved cited work.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Unresolved cited work

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-08-15T14:45:49.889759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9a53df0-aefd-4e13-916c-ae7c9f8301c6 · outbound

This paper cites an unresolved cited work.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:49.894302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b1d236f-51a9-4518-9659-9ff3ea9e9608 · outbound

This paper cites an unresolved cited work.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:45:50.502772Z

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 c590edd6-dde5-4b5f-a392-a023a18bf9e7 · outbound

This paper cites Paul Wang, Huidi Lu, W.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Paul Wang, Huidi Lu, W

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:45:50.485853Z

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 692576cc-72e2-44a0-8d57-eb027856d4fd · outbound

This paper cites an unresolved cited work.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Unresolved cited work

Reference 13

Resolution: malformed identifier; doi_truncated, observed 2026-08-15T14:45:50.013841Z

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 61fa6e74-b7ec-48f5-8d14-7a4db479c9d7 · outbound

This paper cites an unresolved cited work.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:49.915954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85c3c284-990b-4bd0-83b1-fe37739f5670 · outbound

This paper cites an unresolved cited work.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:45:50.469345Z

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 c8339f21-41f8-4a85-8cb6-d472eba3601e · outbound

This paper cites an unresolved cited work.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:49.925688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation.

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.

Observation 9260e98c-98d1-4c49-8c8a-a31e417a5a77 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models BloombergGPT: A Large Language Model for Finance

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:49.936322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29c18c3e-b3b8-4112-81f0-74fc4f1f8108 · outbound

This paper cites an unresolved cited work.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:45:50.450278Z

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 66c7dd1e-8883-4c0e-b018-26e58a6d78a6 · outbound

This paper cites an unresolved cited work.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:49.947481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4486c5bf-abe0-4ce1-b12e-663f265b811d · outbound

This paper cites AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning.

From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:49.952888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.