Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:16:47.566279Z
Paper Citation Record · LEDGER
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models
As of 9 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 2 inbound Pith citation observations for arXiv:2507.06057.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T08:01:39.412431Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T08:03:13.950481Z
Reference resolution
12 of 12 outbound references displayed
- verified exact0
- verified fuzzy4
- unresolved8
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8d1c6812-fcdc-487a-8239-8b8200aa3a3f · outbound
This paper cites When the financial liability is derecognized, this portion should be reclassified from OCI to profit or loss.
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models When the financial liability is derecognized, this portion should be reclassified from OCI to profit or loss
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:16:47.790520Z
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 618770a1-11f5-4d80-9e63-d105177e0587 · outbound
This paper cites If the hedged forecast transaction ultimately occurs, these gains or losses will be reclassified to profit or loss in the future.
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models If the hedged forecast transaction ultimately occurs, these gains or losses will be reclassified to profit or loss in the future
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:16:47.784134Z
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 c67824aa-4abe-4a17-bc89-c13e4e8605c0 · outbound
This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models Kimi k1.5: Scaling Reinforcement Learning with LLMs
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:16:46.684066Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 930e6eb3-90d8-4cd6-ac9c-2f13ec66009e · outbound
This paper cites an unresolved cited work.
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:16:47.769307Z
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 ff16cbad-2584-4aa0-b6e6-072ad94f891f · outbound
This paper cites an unresolved cited work.
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:16:47.776461Z
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 25771fe7-1d2d-476c-8e8c-2e80f57738b9 · outbound
This paper cites an unresolved cited work.
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:16:47.762513Z
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 e0621e3d-57c7-4393-a2d3-336f7e2ca8f6 · outbound
This paper cites According to accounting standards, the effective portion of a cash flow hedge should be recognized in other comprehensive income.
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models According to accounting standards, the effective portion of a cash flow hedge should be recognized in other comprehensive income
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:16:47.756157Z
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 52118ab6-92c1-4e18-9da2-e52180cce90f · outbound
This paper cites an unresolved cited work.
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:16:47.749202Z
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 81057d86-7a26-42b4-b36a-3684ce4377a5 · outbound
This paper cites According to the treatment of defined benefit plans, the remeasurement component, such as actuarial gains and losses, should be recognized in other comprehensive income.
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models According to the treatment of defined benefit plans, the remeasurement component, such as actuarial gains and losses, should be recognized in other comprehensive income
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:16:47.742346Z
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 44d639c8-6d31-4512-971b-dbce30cc2fca · outbound
This paper cites an unresolved cited work.
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models Unresolved cited work
Reference 2018
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:16:47.796562Z
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 c5930958-be6b-4d2a-8696-9ea3584a674c · outbound
This paper cites Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research.
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:16:46.598497Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 234f2e0c-ae32-4dd6-a5b9-87ade331ff2f · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:16:46.543058Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 9a4dac74-b6ec-47ea-b79b-088e8a618901 · inbound
TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration cites this paper.
TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:46:34.959541Z
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 e7e70a66-3e3b-4df3-9a3b-85d3fc402b9c · inbound
Entropy-KL Divergence-based Token Masking: A Novel Approach for Selective Fine-tuning of Large Language Models cites this paper.
Entropy-KL Divergence-based Token Masking: A Novel Approach for Selective Fine-tuning of Large Language Models FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T08:03:13.952155Z
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.