Paper Citation Record · LEDGER

FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 34 inbound Pith citation observations for arXiv:2307.10485.

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

pith.paper-citation-record.v1
2307.10485 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 34 of 34 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:45:53.328232Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T04:39:35.017236Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
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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 0faeb9f0-11eb-42ac-84cc-37807ee5fa6c · inbound

UnifiedCrawl: Aggregated Common Crawl for Affordable Adaptation of LLMs on Low-Resource Languages cites this paper.

UnifiedCrawl: Aggregated Common Crawl for Affordable Adaptation of LLMs on Low-Resource Languages FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T15:20:31.414281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3951c01d-d375-4bec-ae58-80deb38cdd7a · inbound

Financial Sentiment Analysis: Leveraging Actual and Synthetic Data for Supervised Fine-tuning cites this paper.

Financial Sentiment Analysis: Leveraging Actual and Synthetic Data for Supervised Fine-tuning FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T16:42:52.717746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc8a0e77-0976-4312-b0b5-cae61322def4 · inbound

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent cites this paper.

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T05:00:30.556530Z

Source-reported events for the cited work

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Observation bf0be10c-2469-4aac-9685-a909e6233d7a · inbound

LLM-Powered Multi-Agent System for Automated Crypto Portfolio Management cites this paper.

LLM-Powered Multi-Agent System for Automated Crypto Portfolio Management FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T22:48:26.355992Z

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Observation 8d9ddfde-ddbf-4bc9-9de5-10d53e55063b · inbound

RTBAgent: A LLM-based Agent System for Real-Time Bidding cites this paper.

RTBAgent: A LLM-based Agent System for Real-Time Bidding FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T17:44:28.424891Z

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Unavailable: canonical work link unavailable.

Observation 041d5be1-74ea-4b43-a5f7-7b4138435444 · inbound

MulFSA: Multi-level Financial Sentiment Analysis Framework for Bond Market cites this paper.

MulFSA: Multi-level Financial Sentiment Analysis Framework for Bond Market FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:52:10.844201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aefd102d-cde8-41e4-b7c0-b94dc180269f · inbound

Advancing and Benchmarking Personalized Tool Invocation for LLMs cites this paper.

Advancing and Benchmarking Personalized Tool Invocation for LLMs FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.328232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f536499a-cf67-4118-b5c5-3fd2b85d6881 · inbound

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications cites this paper.

PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:53.604822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57751da0-1561-43b9-9cd2-5ca1d99aac1b · inbound

FinMaster: A Holistic Benchmark for Mastering Full-Pipeline Financial Workflows with LLMs cites this paper.

FinMaster: A Holistic Benchmark for Mastering Full-Pipeline Financial Workflows with LLMs FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:29.419378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7810aaf4-1a9a-47d7-9515-7d5fe1210573 · inbound

AFLoRA: Adaptive Federated Fine-Tuning of Large Language Models with Resource-Aware Low-Rank Adaption cites this paper.

AFLoRA: Adaptive Federated Fine-Tuning of Large Language Models with Resource-Aware Low-Rank Adaption FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:20:47.461323Z

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Unavailable: canonical work link unavailable.

Observation e7f9e322-6903-4a14-b213-34e2004a23c6 · inbound

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading cites this paper.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:11.343664Z

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Unavailable: canonical work link unavailable.

Observation 5bb06c3d-54ee-47e8-beaa-990fb27ea9c4 · inbound

FedShield-LLM: A Secure and Scalable Federated Fine-Tuned Large Language Model cites this paper.

FedShield-LLM: A Secure and Scalable Federated Fine-Tuned Large Language Model FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-22T01:44:30.414446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4cb134ec-c0f6-4d16-b5fa-be986f4c753a · inbound

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models cites this paper.

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 166

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:42.270925Z

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Unavailable: canonical work link unavailable.

Observation c3de1433-5cbb-496c-9270-d14f13636445 · inbound

Collaborative Editable Model cites this paper.

Collaborative Editable Model FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T00:24:12.941508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ccc6313-3ba7-4d78-b43a-6c747ef676ac · inbound

Assessing the Capabilities and Limitations of FinGPT Model in Financial NLP Applications cites this paper.

Assessing the Capabilities and Limitations of FinGPT Model in Financial NLP Applications FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:40.778369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2c7ce69-77af-4260-9c8b-80f51a0d0e0a · inbound

ChiMed 2.0: Advancing Chinese Medical Dataset in Facilitating Large Language Modeling cites this paper.

ChiMed 2.0: Advancing Chinese Medical Dataset in Facilitating Large Language Modeling FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:01.357814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6e08741-c9b0-45a7-a5e2-ed87e7266c4e · inbound

TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law cites this paper.

TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:20.156013Z

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Observation 3ffc7dfa-fcb7-4b50-8182-adede4c1e3a0 · inbound

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions cites this paper.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 218

Resolution: unresolved; no resolver link, observed 2026-08-05T16:21:00.269804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f138c58-4528-45ce-a7c3-3462a7f781ed · inbound

SciGPT: A Large Language Model for Scientific Literature Understanding and Knowledge Discovery cites this paper.

SciGPT: A Large Language Model for Scientific Literature Understanding and Knowledge Discovery FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T21:37:22.790608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f30b238b-80dc-43c1-919d-449eac6abe60 · inbound

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) cites this paper.

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-18T17:42:46.479023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f86cdb03-8331-49b0-9ba0-9c5a1d6cabb9 · inbound

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) cites this paper.

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T18:57:21.731570Z

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Unavailable: canonical work link unavailable.

Observation e0dd2e07-19ea-49f4-8ee1-6f3f67626372 · inbound

AlphaForgeBench: Benchmarking End-to-End Trading Strategy Design with Large Language Models cites this paper.

AlphaForgeBench: Benchmarking End-to-End Trading Strategy Design with Large Language Models FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T02:44:06.137083Z

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Unavailable: canonical work link unavailable.

Observation 95d4836b-c833-4307-bd0d-9c71a7162601 · inbound

Fin-Bias: Comprehensive Evaluation for LLM Decision-Making under human bias in Finance Domain cites this paper.

Fin-Bias: Comprehensive Evaluation for LLM Decision-Making under human bias in Finance Domain FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 67

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T02:16:15.743637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 155bd127-4237-4fe7-b6f7-09acbf7f6582 · inbound

MinT: Managed Infrastructure for Training and Serving Millions of LLMs cites this paper.

MinT: Managed Infrastructure for Training and Serving Millions of LLMs FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T19:27:51.922436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5035dd83-694b-4543-83fb-7efadcc1363a · inbound

MinT: Managed Infrastructure for Training and Serving Millions of LLMs cites this paper.

MinT: Managed Infrastructure for Training and Serving Millions of LLMs FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T22:05:06.276244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f57a33dc-ae03-4bae-9ea8-45aae5c5eb80 · inbound

FedSDR: Federated Self-Distillation with Rectification cites this paper.

FedSDR: Federated Self-Distillation with Rectification FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T12:18:16.275378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 17716bf7-9180-4fb1-b652-c858ec9c3b45 · inbound

MimirRAG: A Multi-Agent RAG Framework for Financial Data Retrieval with Metadata Integration cites this paper.

MimirRAG: A Multi-Agent RAG Framework for Financial Data Retrieval with Metadata Integration FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-30T12:34:38.875666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 45cdecda-9f6f-4e42-bdc3-1317870ce346 · inbound

From Efficiency to Leakage -- Privacy Backdoor in Federated Language Model Fine-Tuning cites this paper.

From Efficiency to Leakage -- Privacy Backdoor in Federated Language Model Fine-Tuning FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-04T04:39:35.018769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 331df0b1-2bdd-4837-9c43-46a758f6ad1c · inbound

CSTrader: A Testbed for Language-Grounded Trading in a Community-Driven Virtual Asset Market cites this paper.

CSTrader: A Testbed for Language-Grounded Trading in a Community-Driven Virtual Asset Market FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T10:05:41.324986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7f386a34-6cab-4f58-a625-88b7676e11c4 · inbound

CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning cites this paper.

CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 91

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T10:25:41.537530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dadf3890-fe07-4cdd-9329-e4a5510f60eb · inbound

FinSAgent: Corpus-Aligned Multi-Agent RAG Framework for Evidence-Grounded SEC Filing Question Answering cites this paper.

FinSAgent: Corpus-Aligned Multi-Agent RAG Framework for Evidence-Grounded SEC Filing Question Answering FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T16:10:06.449297Z

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Observation 89dba4e3-214b-4230-a116-9e7e5d36a082 · inbound

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning cites this paper.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-02T09:01:50.363135Z

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Observation e2fbac0b-2d10-48c5-9bc6-0a90a1ca5d26 · inbound

F$^2$Agent: Financial Fusion of Agentic Intelligence for Multimodal Trading cites this paper.

F$^2$Agent: Financial Fusion of Agentic Intelligence for Multimodal Trading FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-08T04:33:03.156125Z

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Observation 32b4bf20-268b-4858-8c61-0e73ce9e1d8d · inbound

Numeracy in Large Language Models: Fundamental Limitations and Paths to Improvement cites this paper.

Numeracy in Large Language Models: Fundamental Limitations and Paths to Improvement FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T16:17:47.694066Z

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Unavailable: canonical work link unavailable.