Paper Citation Record · LEDGER

A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 42 inbound Pith citation observations for arXiv:2406.11903.

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

pith.paper-citation-record.v1
2406.11903 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 42 of 42 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:38:20.819009Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
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External citation measurements

29
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 514ea4b3-d6f8-4b99-aedf-a7cc080ced76 · inbound

Decision-informed Neural Networks with Large Language Model Integration for Portfolio Optimization cites this paper.

Decision-informed Neural Networks with Large Language Model Integration for Portfolio Optimization A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-09T17:38:20.819009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f08b3dc-b30c-4580-bb4b-7d3456cb6f78 · inbound

FinRLlama: A Solution to LLM-Engineered Signals Challenge at FinRL Contest 2024 cites this paper.

FinRLlama: A Solution to LLM-Engineered Signals Challenge at FinRL Contest 2024 A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T13:48:49.990807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a3ff08b-026d-45c5-96df-5358a2b402f0 · inbound

Agentic AI Systems Applied to tasks in Financial Services: Modeling and model risk management crews cites this paper.

Agentic AI Systems Applied to tasks in Financial Services: Modeling and model risk management crews A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T19:23:59.916735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8be07f49-01db-4115-9185-6214c7097da0 · inbound

LOB-Bench: Benchmarking Generative AI for Finance -- an Application to Limit Order Book Data cites this paper.

LOB-Bench: Benchmarking Generative AI for Finance -- an Application to Limit Order Book Data A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T22:26:41.569064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90d22cd7-40a2-4133-8ab9-4d5c3b25f15b · inbound

ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation cites this paper.

ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-23T03:32:28.576102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7e0d1b5d-01fc-48e5-916f-f7931444ed14 · inbound

In-depth Analysis of Graph-based RAG in a Unified Framework cites this paper.

In-depth Analysis of Graph-based RAG in a Unified Framework A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-05-23T01:37:22.307058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c31178aa-09bb-43bc-969f-da79955a424c · inbound

Bridging Language Models and Financial Analysis cites this paper.

Bridging Language Models and Financial Analysis A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 69

Resolution: metadata mismatch; arxiv_id, observed 2026-05-23T01:12:20.795718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6a64b0c1-ff13-4447-af30-9cc9c028ee32 · inbound

Interpretable LLMs for Credit Risk: A Systematic Review and Taxonomy cites this paper.

Interpretable LLMs for Credit Risk: A Systematic Review and Taxonomy A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:09.470136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2c584e2-13d9-48e6-9534-066de14d56f3 · inbound

Using Large Language Models to Suggest Informative Prior Distributions in Bayesian Statistics cites this paper.

Using Large Language Models to Suggest Informative Prior Distributions in Bayesian Statistics A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:18:18.824699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fbfc671-1628-4df9-86f3-aac6645d56a4 · inbound

AI Analyst: Framework and Comprehensive Evaluation of Large Language Models for Financial Time Series Report Generation cites this paper.

AI Analyst: Framework and Comprehensive Evaluation of Large Language Models for Financial Time Series Report Generation A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:09.928854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e042c6af-2ceb-4c2c-a749-2704a8cc8f25 · inbound

MoFE-Time: Mixture of Frequency Domain Experts for Time-Series Forecasting Models cites this paper.

MoFE-Time: Mixture of Frequency Domain Experts for Time-Series Forecasting Models A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T19:08:14.623585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ff93dc3-0569-4708-8f88-96862dabf4c3 · inbound

What Factors Affect LLMs and RLLMs in Financial Question Answering? cites this paper.

What Factors Affect LLMs and RLLMs in Financial Question Answering? A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T05:07:04.493749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e4d65636-b0e3-4001-be6c-9c45161c2652 · inbound

To Trade or Not to Trade: An Agentic Approach to Estimating Market Risk Improves Trading Decisions cites this paper.

To Trade or Not to Trade: An Agentic Approach to Estimating Market Risk Improves Trading Decisions A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T18:22:15.785049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d98da38-85c2-413f-a666-44a8741477e1 · inbound

THEME: Enhancing Thematic Investing with Semantic Stock Representations and Temporal Dynamics cites this paper.

THEME: Enhancing Thematic Investing with Semantic Stock Representations and Temporal Dynamics A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:10.936801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e932547e-b65c-4c76-953c-4609957e953b · inbound

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial cites this paper.

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 107

Resolution: unresolved; no resolver link, observed 2026-08-05T04:50:31.880429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6063ef95-90d7-4598-a097-9b9e850e5e19 · 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) A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-18T17:42:46.491430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0dd92c5a-b9d2-4a2e-b42f-0f232b71128e · 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) A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T18:57:21.750440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0cdba8f-16de-4d85-960c-1b1d3be2498d · inbound

Learning to Conceal Risk: Controllable Multi-turn Red Teaming for LLMs in the Financial Domain cites this paper.

Learning to Conceal Risk: Controllable Multi-turn Red Teaming for LLMs in the Financial Domain A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-18T17:51:41.929413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 03bb1640-6a87-490f-b382-e1b012b3db39 · inbound

Memory in the LLM Era: Modular Architectures and Strategies in a Unified Framework cites this paper.

Memory in the LLM Era: Modular Architectures and Strategies in a Unified Framework A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-13T22:08:20.856464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5e3cd49d-34e2-4c4e-98ae-342910d1beff · inbound

Data-Driven Function Calling Improvements in Large Language Model for Online Financial QA cites this paper.

Data-Driven Function Calling Improvements in Large Language Model for Online Financial QA A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:00:49.490100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 73c56704-9932-4a53-9e33-80441264400e · inbound

SoK: Security of Autonomous LLM Agents in Agentic Commerce cites this paper.

SoK: Security of Autonomous LLM Agents in Agentic Commerce A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T14:00:29.314541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 62558fc0-98a4-4803-a827-7585f2b60a9c · inbound

ComplianceNLP: Knowledge-Graph-Augmented RAG for Multi-Framework Regulatory Gap Detection cites this paper.

ComplianceNLP: Knowledge-Graph-Augmented RAG for Multi-Framework Regulatory Gap Detection A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T21:16:12.095606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 19b186f1-6b2d-4f9a-a3df-d4cd5e726888 · inbound

Replacing Parameters with Preferences: Federated Alignment of Heterogeneous Vision-Language Models cites this paper.

Replacing Parameters with Preferences: Federated Alignment of Heterogeneous Vision-Language Models A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T10:41:30.789831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34729f9d-f863-409c-8c30-abbc3a469130 · inbound

A Review of Large Language Models for Stock Price Forecasting from a Hedge-Fund Perspective cites this paper.

A Review of Large Language Models for Stock Price Forecasting from a Hedge-Fund Perspective A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T07:35:59.165961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97985626-97b5-4d4a-bb38-d7170c918ea1 · 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 A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-30T12:34:38.901478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5dc68d29-41c0-4237-ac37-d180e2c98126 · inbound

Fighting Numerical Hallucinations via Data-centric Compilation for Online Financial QA cites this paper.

Fighting Numerical Hallucinations via Data-centric Compilation for Online Financial QA A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:26:12.591239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f08001ce-30d1-454b-bd56-88d64a7fd805 · inbound

Beyond Single-Policy: Evaluating Composed Organization-Specific Policy Alignment in LLM Chatbots cites this paper.

Beyond Single-Policy: Evaluating Composed Organization-Specific Policy Alignment in LLM Chatbots A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-06-28T05:41:40.127955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 31074981-4008-4f95-b666-258f7c4d7218 · inbound

YouZhi: Towards High-Concurrency Financial LLMs via Adaptive GQA-to-MLA Transition cites this paper.

YouZhi: Towards High-Concurrency Financial LLMs via Adaptive GQA-to-MLA Transition A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:06:59.436765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7081d416-1adc-4091-a464-f26a8b8a90a6 · inbound

AuditFraudBench: Benchmarking Audit Judgment in Detecting Fraudulent Misstatements cites this paper.

AuditFraudBench: Benchmarking Audit Judgment in Detecting Fraudulent Misstatements A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:27:26.526371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5f4563db-ff72-4531-b759-90e7ca482e38 · inbound

Closing the Feedback Loop: From Experience Extraction to Insight Governance in Verbal Reinforcement Learning cites this paper.

Closing the Feedback Loop: From Experience Extraction to Insight Governance in Verbal Reinforcement Learning A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:28:55.341699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e21e26e1-db2e-46f3-8fe1-ba5d2261cde1 · inbound

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness cites this paper.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:38:55.681783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4293981b-c2f7-48ab-b4aa-e9f63790d268 · inbound

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents cites this paper.

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 172

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:49:41.399851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a92fa00b-7ca6-4d63-9fc4-202f489bf64c · 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 A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 110

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T10:25:41.581381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2281b0f9-6e66-4684-8014-082172600429 · inbound

Consistent but Miscalibrated: Evaluating LLM Limitations for Risk Communication in Natural Language cites this paper.

Consistent but Miscalibrated: Evaluating LLM Limitations for Risk Communication in Natural Language A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-11T23:16:58.545731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a8ba631-1d42-4a94-aac1-a0457c1a9e9a · inbound

Consistent but Miscalibrated: Evaluating LLM Limitations for Risk Communication in Natural Language cites this paper.

Consistent but Miscalibrated: Evaluating LLM Limitations for Risk Communication in Natural Language A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 212

Resolution: unresolved; no resolver link, observed 2026-07-11T23:16:58.545731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82da3888-614f-41fe-a755-b7dc26ec7625 · inbound

Consistent but Miscalibrated: Evaluating LLM Limitations for Risk Communication in Natural Language cites this paper.

Consistent but Miscalibrated: Evaluating LLM Limitations for Risk Communication in Natural Language A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-13T07:02:13.140334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6df8a40-eacd-484f-8267-660b86aea85e · inbound

Consistent but Miscalibrated: Evaluating LLM Limitations for Risk Communication in Natural Language cites this paper.

Consistent but Miscalibrated: Evaluating LLM Limitations for Risk Communication in Natural Language A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 212

Resolution: unresolved; no resolver link, observed 2026-07-13T07:02:13.140334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 727c1587-17a9-4fe9-a08e-b23c6cc726e9 · inbound

Governing Generative AI Across Financial Institutions: A Framework for Generative AI Risk Control cites this paper.

Governing Generative AI Across Financial Institutions: A Framework for Generative AI Risk Control A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T21:40:45.262610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef5ce454-4c5e-472b-a749-6cae313968da · inbound

Governing Generative AI Across Financial Institutions: A Framework for Generative AI Risk Control cites this paper.

Governing Generative AI Across Financial Institutions: A Framework for Generative AI Risk Control A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:19.575848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f9e9f5e-ab05-4429-a94b-c183efd64797 · inbound

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery cites this paper.

LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-14T08:13:38.894338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2d614eb-6d4f-4e35-b4e1-9e7ac0025eb5 · inbound

Confidently Wrong: Detecting Hallucinations in Financial Question Answering from LLM Internal States cites this paper.

Confidently Wrong: Detecting Hallucinations in Financial Question Answering from LLM Internal States A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T05:45:08.896651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 826b5471-0d03-43f9-9d3d-ebab16e26b8c · inbound

From Information to Delegation: Mapping Human-AI Financial Decision Making cites this paper.

From Information to Delegation: Mapping Human-AI Financial Decision Making A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T15:13:45.713775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.