Paper Citation Record · LEDGER

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness

As of 19 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2606.17642.

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

pith.paper-citation-record.v1
2606.17642 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T01:15:05.833593Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

25 of 25 outbound references displayed

verified exact3
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch8

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2a1be5a8-8190-407d-9962-54e23320ff00 · outbound

This paper cites Fin-R1: A large language model for financial reasoning through reinforcement learning.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Fin-R1: A large language model for financial reasoning through reinforcement learning

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:38:55.671121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3e4c6079-35c2-4dfc-ba86-e29738695892 · outbound

This paper cites Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:38:55.676185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 30e679db-f0fc-40d9-bd81-9e3098653f7d · outbound

This paper cites arXiv preprint arXiv:2511.08621 , year=.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness arXiv preprint arXiv:2511.08621 , year=

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:38:55.684382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b4446be7-f121-4de2-b102-4c8a456256c5 · outbound

This paper cites Proceedings of the 33rd ACM International Conference on Multimedia , pages=.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Proceedings of the 33rd ACM International Conference on Multimedia , pages=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c53175-225c-4258-a0f8-3ce3817ebf10 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cd3cfb9-a4e8-49cf-beba-af8f284d78ae · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b8eabe8-3d3f-4c5c-9ab9-8dee57b45bd1 · outbound

This paper cites ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T20:38:55.681282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 751911c0-100b-4e08-a549-59d8fb23b7c3 · outbound

This paper cites an unresolved cited work.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85a705fb-7c9a-454b-bb18-4e79793467ca · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , year =.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , year =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adbbbfaa-21de-4dfa-8363-6b84ff1e319c · outbound

This paper cites Qwen3-VL Technical Report.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Qwen3-VL Technical Report

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T20:38:55.676350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0db0ea16-7365-48cd-beb4-8a461cf2d1cf · outbound

This paper cites BizBench: A Quantitative Reasoning Benchmark for Business and Finance.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness BizBench: A Quantitative Reasoning Benchmark for Business and Finance

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:38:55.679039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0b7ed988-9899-45bd-b4a8-bbf411a38e3b · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Advances in Neural Information Processing Systems , volume =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7186263-5aa0-4502-a613-25a67a1a4ac9 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness International Conference on Learning Representations (ICLR) , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27f3e23d-c51e-49c0-abc2-b3015cb8c53c · outbound

This paper cites Advances in neural information processing systems , volume=.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Advances in neural information processing systems , volume=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78283056-461c-4421-860b-9dc74a2ee109 · outbound

This paper cites International Conference on Learning Representations , year=.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness International Conference on Learning Representations , year=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58227bf4-77cc-49f1-82f2-afee8e6e4139 · outbound

This paper cites International Conference on Machine Learning , pages=.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness International Conference on Machine Learning , pages=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b5cc38f-e585-48fc-a790-d60823125937 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f19f91d-7554-424c-a905-3613cf877849 · outbound

This paper cites Transactions of the association for computational linguistics , volume=.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Transactions of the association for computational linguistics , volume=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd252e3d-839f-48b8-b28f-69fd6104c37e · outbound

This paper cites RealFin: How Well Do LLMs Reason About Finance When Users Leave Things Unsaid?.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness RealFin: How Well Do LLMs Reason About Finance When Users Leave Things Unsaid?

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T20:38:55.673637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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

This paper cites A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges.

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 2026-08-19T06:32:44.657259+00:00.

Observation f56e13f5-b099-4758-99e1-56df110667b8 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c4356d2-44e6-4b35-a00c-39c3e34091e7 · outbound

This paper cites Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment

Reference 22

Resolution: verified exact; doi, observed 2026-06-27T01:20:20.542668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fc3f14b7-f98c-4687-92b0-d1e2da96b722 · outbound

This paper cites Appagent: Multimodal agents as smartphone users.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Appagent: Multimodal agents as smartphone users

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:38:55.671322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0e9c1caa-75c7-4aba-ad37-25656e93e3e2 · outbound

This paper cites Asda: Automated skill distillation and adaptation for financial reasoning.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Asda: Automated skill distillation and adaptation for financial reasoning

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:38:55.668709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a7f5b1c8-fbeb-404d-8d86-23c7b0897202 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T01:15:05.833593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.