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Paper Citation Record · LEDGER

FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2310.04793.

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

pith.paper-citation-record.v1
2310.04793 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:27:14.721155Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T07:16:12.777210Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 658f18c5-91c9-42c4-9fa8-50e422566110 · inbound

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing cites this paper.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.936820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.936820Z digest=sha256:56c0240121e422ad501af819748493c81504d895e03ece58843a9792bf591cfe

Observation ec301799-2817-43a5-b053-ab512e1e3690 · inbound

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs cites this paper.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T15:38:02.774232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T15:38:02.774232Z digest=sha256:9808ab6def093a5cbca97d1394bc770d803f27d2fd743956de7fa1c3f500ff97

Observation e34510b0-bc11-4ab2-8653-b3b6bd8fa09d · inbound

SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation cites this paper.

SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T15:33:34.480794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T15:33:34.480794Z digest=sha256:139e76312813eab8fb8c025ce4490df30350c10fa6915bcbd10fb05042e5465b

Observation ce409743-aab3-4669-bca5-ab19d81e8a92 · inbound

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models cites this paper.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:39.032625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:39.032625Z digest=sha256:c42d93523dea443c43d41218569e642b610f7d27773cdbbba0ac9104a2376088

Observation b7824ac6-5edc-48df-8c1a-ce0315586779 · inbound

FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design cites this paper.

FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T00:40:41.214475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:40:41.214475Z digest=sha256:a27de6245f2d9ffd04b83d6d4beb8f2c3ba5b4ef6fffa36c78a6f736b630b786

Observation 463409cb-0f7e-4815-9a9f-b46481f60106 · inbound

FRED: Financial Retrieval-Enhanced Detection and Editing of Hallucinations in Language Models cites this paper.

FRED: Financial Retrieval-Enhanced Detection and Editing of Hallucinations in Language Models FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T13:10:37.591903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T13:10:37.591903Z digest=sha256:70afbb16a74664f70e61d51678e7b79737a5e0efb6eeae67e4b2dea4b48f4eeb

Observation 9da907ab-0786-43ac-be04-18361c1d8f84 · inbound

TRUST: A Framework for Decentralized AI Service v.0.1 cites this paper.

TRUST: A Framework for Decentralized AI Service v.0.1 FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-12T10:01:28.810150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-07T08:22:14.239443Z digest=sha256:770150572d8beea3fb7afa9ea268c714cbb724cd258eaafe21a7dfe060bb1fce

Observation 48b57447-9783-48b0-8196-86733bcf766c · inbound

Reasoning through Verifiable Forecast Actions: Consistency-Grounded RL for Financial LLMs cites this paper.

Reasoning through Verifiable Forecast Actions: Consistency-Grounded RL for Financial LLMs FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-22T07:16:12.781531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-22T07:15:45.332957Z digest=sha256:901aa16af2121b3f056b0ac2924a187e6f476098b9f596a29d506f9b22cadd90

Observation b9d8cbf2-89a2-4078-8134-c665b339f574 · inbound

V-FiLLM: Verified Financial LLM Reasoning Benchmark cites this paper.

V-FiLLM: Verified Financial LLM Reasoning Benchmark FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T11:27:14.721155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T11:27:14.721155Z digest=sha256:1de1c4c2e539bf99595d5fd5651b98eb9bc45009cb23141e62c1927f7edc3156