Paper Citation Record · LEDGER

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs

As of 16 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2507.18417.

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

pith.paper-citation-record.v1
2507.18417 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:17:21.196478Z

measured 31 of 31 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 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

31 of 31 outbound references displayed

verified exact0
verified fuzzy3
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c9e05f7a-41b3-4dbe-84a5-2e1df6c10766 · outbound

This paper cites FinBERT: Financial Sentiment Analysis with Pre-trained Language Models.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:17:21.051945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d30459ab-e5e7-448c-bb4b-155a503c5a26 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.678232Z

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 13ad110b-552a-4e5d-82a1-cdb4c0a23236 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.661329Z

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 fad88ddb-4e26-43a8-949b-7cd2eedb2ce2 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.647015Z

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 4aeb6581-dbe9-4833-b51f-6ac251bbe30d · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.631929Z

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 a10ef69d-6788-4be7-8192-5e501bc83c76 · outbound

This paper cites The Llama 3 Herd of Models.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs The Llama 3 Herd of Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:17:21.077941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d9e9fe1-f63c-43fd-8708-e6faddf055a9 · outbound

This paper cites Weinberger.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Weinberger

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:17:21.615895Z

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 8f0fd63d-8306-4057-8651-31d903ec59c6 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.600872Z

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 2f7cf562-4749-4a74-9329-55f1239e5c49 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:17:21.094236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0799b6d5-5667-4ace-a772-8218e869d974 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.574032Z

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 1a2b4372-db59-4da7-a04d-59203fe277b1 · outbound

This paper cites Kelly, and Dacheng Xiu.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Kelly, and Dacheng Xiu

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:17:21.558298Z

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 c830f01d-e76f-4322-a062-cee04df16b18 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.543362Z

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 4e963245-5457-4436-bf24-3f9b7d55da74 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.528406Z

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 f4609f13-475f-4977-8b72-abd363b352d0 · outbound

This paper cites Decoupled Weight Decay Regularization.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Decoupled Weight Decay Regularization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:17:21.118187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c9909c1-ae25-471e-9b9b-3aeabbc774f4 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.514144Z

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 ecc582f5-21f7-414d-aff9-630ef9b4b0a4 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.498256Z

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 2bea7a83-11e0-4331-9d58-63cf5e1e28cb · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:17:21.130678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a182474a-1483-4f11-9a0f-b99556fcfb3a · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.462701Z

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 c2ce65bb-3ce7-4f7f-b6a3-4eff8c358ec8 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.445645Z

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 f579dd2c-53ca-47b1-91c6-00744ab2632f · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:17:21.150567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b24bbd5-c5ca-4ddf-a897-99b208c2c0c0 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.419593Z

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 19116cb8-776d-40d9-9b9b-3dc0b3c7acb2 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T18:17:21.159324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6c17796-1dba-4d00-b40b-b795eed8104e · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.392704Z

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 f731d509-2962-433c-ab46-12183ee36b01 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.374825Z

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 97e75207-4ad7-4c29-b2a9-da0e590412a7 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.360635Z

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 02b06985-7d61-4663-94dc-fcbacd847446 · outbound

This paper cites Williams.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Williams

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:17:21.345065Z

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 1a86bc4e-5d16-46b9-8144-606ff772ab4f · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.328685Z

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 c78cb13e-64da-4334-aa78-37fd9ec9b581 · outbound

This paper cites Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T18:17:21.191786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 056830f3-c5f9-4211-bb3f-c46444c89c27 · outbound

This paper cites an unresolved cited work.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:17:21.312223Z

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 a53dc561-acf5-4893-be50-cdcbfbbe1167 · outbound

This paper cites Journal of the Association for Information Science and Technology 65, 4 (2014), 782–796.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Journal of the Association for Information Science and Technology 65, 4 (2014), 782–796

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-15T18:17:21.135346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82336c37-4e92-4bab-bf5d-f0e30a609708 · outbound

This paper cites Proximal Policy Optimization Algorithms.

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs Proximal Policy Optimization Algorithms

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-15T18:17:21.163816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.