Paper Citation Record · LEDGER

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs

As of 21 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2412.10823.

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

pith.paper-citation-record.v1
2412.10823 v2

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:38:02.807111Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

24 of 24 outbound references displayed

verified exact1
verified fuzzy3
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 35e70ab2-d390-4267-82fa-31643a3da507 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:02.695253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 100279f4-bf8a-43e4-938e-e3e18f525572 · outbound

This paper cites write newline.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:02.700475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 151ca5be-7e0c-47b7-b43d-3fb8b760ca2b · outbound

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

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:02.705546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9efc6a55-5395-4844-8e5a-69bafe7465fd · outbound

This paper cites an unresolved cited work.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:38:03.236621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ecbba500-f7a3-45ca-8b81-974257e4d219 · outbound

This paper cites W.; and Chong, M.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs W.; and Chong, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:03.221479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9c23b8b7-e64d-452e-931e-bfa4d7bab607 · outbound

This paper cites an unresolved cited work.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:38:03.206490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 079046b4-b837-40ed-8a7c-3db97e4ae2d5 · outbound

This paper cites Combining Financial Data and News Articles for Stock Price Movement Prediction Using Large Language Models.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Combining Financial Data and News Articles for Stock Price Movement Prediction Using Large Language Models

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:38:03.022635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9fc316f8-55c4-4dbe-bcad-8f78649950b3 · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:02.732241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 403b9581-e79f-4f91-afbd-a12ab84963e3 · outbound

This paper cites L.; Clark, K.; Leskovec, J.; and Jurafsky, D.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs L.; Clark, K.; Leskovec, J.; and Jurafsky, D

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:03.191115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 041158d8-15d2-4a08-84ad-0d35c4383291 · outbound

This paper cites an unresolved cited work.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:38:03.175405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 55d9ff57-b95e-49b6-85ef-63498eba42d3 · outbound

This paper cites an unresolved cited work.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:02.746758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 708395b4-8da6-49f3-8ce5-674974ee1550 · outbound

This paper cites T.; and Trajanov, D.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs T.; and Trajanov, D

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:38:03.150369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6144af10-b414-4446-9f23-c6561f275bc2 · outbound

This paper cites an unresolved cited work.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:38:03.133900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 47e712f4-dda0-494f-9591-1bf3fb279bad · outbound

This paper cites an unresolved cited work.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:38:03.117380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ede30593-a59b-432e-8c08-4a9d721ca094 · outbound

This paper cites an unresolved cited work.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:38:03.102013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b29010b6-d341-4aab-983c-e80cb1546de3 · outbound

This paper cites LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:02.769416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec301799-2817-43a5-b053-ab512e1e3690 · outbound

This paper cites FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:02.774232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a962dbe4-0dae-427d-bf7d-8b73f1553355 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs BloombergGPT: A Large Language Model for Finance

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:02.779060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb74124c-cbc2-40c6-af5c-284d26ef9a72 · outbound

This paper cites an unresolved cited work.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:38:03.086491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc983dbd-589f-4d72-b455-0b13c0af3e48 · outbound

This paper cites an unresolved cited work.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:02.788619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3428b4aa-94a0-43e6-8314-ec04568d5a04 · outbound

This paper cites FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:02.792893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c57b6da6-efda-4639-8f8d-dad59322739f · outbound

This paper cites an unresolved cited work.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:38:03.071398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 19329fc9-f93c-4a1c-9966-e22e4ef1501e · outbound

This paper cites Sentiment Analysis in the Era of Large Language Models: A Reality Check.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:02.802196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff380ff3-8b82-4dd0-9be7-995c6c8d0be9 · outbound

This paper cites an unresolved cited work.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:38:03.055640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.