Paper Citation Record · LEDGER

Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2502.08127.

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

pith.paper-citation-record.v1
2502.08127 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:26:43.719023Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T09:57:56.188358Z

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 d1a0d10f-2d3a-4c7b-aba7-fd9652281c48 · inbound

A Survey of Scaling in Large Language Model Reasoning cites this paper.

A Survey of Scaling in Large Language Model Reasoning Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 158

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:22:09.155983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 62803551-bb0b-4d12-a4d0-c70e3993d522 · inbound

RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals cites this paper.

RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:43.719023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36096a79-5bc0-4cc0-9025-870ba58816fd · inbound

FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information cites this paper.

FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-22T02:25:56.184332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 484538ba-e022-4c90-a7d6-50b35e7c37a2 · inbound

Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs cites this paper.

Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T12:06:27.524566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf29e000-e8cd-4f8f-a9c3-61ec3c239f5c · inbound

VerIF: Verification Engineering for Reinforcement Learning in Instruction Following cites this paper.

VerIF: Verification Engineering for Reinforcement Learning in Instruction Following Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T04:43:20.106046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c405ff30-60a9-46fa-867a-61e075af17e0 · 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 Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:40.793490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c9a9131-64a4-40f3-8ba5-0df73080e57c · inbound

Agentar-Fin-R1: Enhancing Financial Intelligence through Domain Expertise, Training Efficiency, and Advanced Reasoning cites this paper.

Agentar-Fin-R1: Enhancing Financial Intelligence through Domain Expertise, Training Efficiency, and Advanced Reasoning Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:07:38.800437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96aa7d82-c06a-4931-8783-33b942faa17c · inbound

FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs cites this paper.

FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-21T21:04:21.669176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0627bc05-1d7e-48cf-b61e-3946e2d93977 · inbound

Fin-RATE: A Real-world Financial Analytics and Tracking Evaluation Benchmark for LLMs on SEC Filings cites this paper.

Fin-RATE: A Real-world Financial Analytics and Tracking Evaluation Benchmark for LLMs on SEC Filings Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T03:44:36.318208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01edf301-4ce0-48aa-a2a8-7f78d0a5fd4c · inbound

Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation cites this paper.

Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-21T12:20:06.810665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a3fa1928-b25e-4677-8e99-41752cfed270 · inbound

MFMDQwen: Multilingual Financial Misinformation Detection Based on Large Language Model cites this paper.

MFMDQwen: Multilingual Financial Misinformation Detection Based on Large Language Model Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 42

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:31:07.746215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 96f88d07-347b-4f53-9291-f623339c025c · inbound

JUDO: A Juxtaposed Domain-Oriented Multimodal Reasoner for Industrial Anomaly QA cites this paper.

JUDO: A Juxtaposed Domain-Oriented Multimodal Reasoner for Industrial Anomaly QA Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T07:54:02.794430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f260c35-b904-4877-81fc-a6b597dc6cfa · 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 Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:16:12.931646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8705e8b9-ee7f-4bbb-a2d8-258701de8f5f · inbound

StakeBench: Evaluating Language Understanding Grounded in Market Commitment cites this paper.

StakeBench: Evaluating Language Understanding Grounded in Market Commitment Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:43:58.611807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1f7f8fed-13f4-49c0-9b17-cb9066cd286e · inbound

AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification cites this paper.

AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 75

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T02:36:26.329297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 90f3d3df-278d-4fe8-be3e-431a03597e67 · inbound

MoCA-Agent: A Market-of-Claims Code Agent for Financial and Numerical Reasoning cites this paper.

MoCA-Agent: A Market-of-Claims Code Agent for Financial and Numerical Reasoning Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T09:57:56.189747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3cd02a11-6cbd-4583-a25c-b41b30dd1026 · 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 Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 102

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T10:25:41.543002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0428d130-e587-457f-8628-4a16b3509635 · inbound

DataPrep-Bench: Benchmarking LLMs as Training Data Preparators cites this paper.

DataPrep-Bench: Benchmarking LLMs as Training Data Preparators Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T13:43:29.395146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.