Paper Citation Record · LEDGER

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach

As of 23 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2412.06837.

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

pith.paper-citation-record.v1
2412.06837 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:40:40.142922Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

26 of 26 outbound references displayed

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verified fuzzy19
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c154d72-147b-4a41-b2c3-9b292af9e018 · outbound

This paper cites Transforming sentiment analysis in the financial domai n with ChatGPT.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Transforming sentiment analysis in the financial domai n with ChatGPT

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.270972Z

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Observation b3427968-a5cc-463f-b4dd-360902ab4042 · outbound

This paper cites Measuring news sentiment.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Measuring news sentiment

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.250156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 29405dbc-1268-4617-9fe9-d9493e8eeae9 · outbound

This paper cites FinBERT: A pre -trained financial language representation model for financial text mining.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach FinBERT: A pre -trained financial language representation model for financial text mining

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.232693Z

Source-reported events for the cited work

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Observation 1ad88058-cbf6-49ae-8f72-44a0fac494b7 · outbound

This paper cites Sentiment spin: Attacking financial sentiment with GPT-3.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Sentiment spin: Attacking financial sentiment with GPT-3

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.212905Z

Source-reported events for the cited work

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Observation bc37e887-7809-468f-b5e6-dcfad854079a · outbound

This paper cites Prediction of stock price direction using the LASSO -LSTM model combining technical indicators and financial sentiment analysis.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Prediction of stock price direction using the LASSO -LSTM model combining technical indicators and financial sentiment analysis

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.191863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8cfd0a8f-2665-4540-9920-28b21aa4dfb1 · outbound

This paper cites Stock price prediction using FinBERT and LSTM.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Stock price prediction using FinBERT and LSTM

Reference 6

Resolution: verified exact; raw_fallback, observed 2026-08-11T20:40:40.872283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9c09a553-59e8-463f-82c3-ab9f1f7f0ba6 · outbound

This paper cites Simple heuristics to run a research group.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Simple heuristics to run a research group

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.171729Z

Source-reported events for the cited work

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Observation 762e897b-5ffb-4db5-85df-9892cf2a3197 · outbound

This paper cites A Context-Aware Lemmatization Model for Setswana Language Using Machine Learning.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach A Context-Aware Lemmatization Model for Setswana Language Using Machine Learning

Reference 8

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Source-reported events for the cited work

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Observation 171d7540-a0ff-4c97-ace0-c05e9c06a3a5 · outbound

This paper cites What are different research approaches? Comprehensive Review of Qualitative, quantitative, and mixed method research, their applications, types, and limitations.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach What are different research approaches? Comprehensive Review of Qualitative, quantitative, and mixed method research, their applications, types, and limitations

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.150567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c88f711b-be7b-4369-94dc-65096634dd71 · outbound

This paper cites Harnessing machine learning for stock price prediction with random forest and simple moving average techniques.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Harnessing machine learning for stock price prediction with random forest and simple moving average techniques

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.131810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b698cb9c-d343-41bd-b36f-512be5596e79 · outbound

This paper cites Semi -Supervised Classification of Network Data Using Very Few Labels.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Semi -Supervised Classification of Network Data Using Very Few Labels

Reference 11

Resolution: verified exact; raw_fallback, observed 2026-08-11T20:40:40.668851Z

Source-reported events for the cited work

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Observation 1ce8f5d8-e008-4b11-9d57-aaafdffa1568 · outbound

This paper cites FinBERT: A Large Language Model for Extracting Information from Financial Text.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach FinBERT: A Large Language Model for Extracting Information from Financial Text

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.105639Z

Source-reported events for the cited work

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Observation 850527fc-ba6a-4920-9b27-1585a59cfba5 · outbound

This paper cites Financial Text Classification with Deep Learning Using FinBERT.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Financial Text Classification with Deep Learning Using FinBERT

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.084600Z

Source-reported events for the cited work

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Observation 350008f8-fb54-46d5-a138-e76fa2996c42 · outbound

This paper cites On the Validity of Pre-trained Transformers for Natural Language Processing in the Software Engineering Domain.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach On the Validity of Pre-trained Transformers for Natural Language Processing in the Software Engineering Domain

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.065206Z

Source-reported events for the cited work

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Observation af8f0b3c-1fb8-475f-a5b0-ba4d10628bf3 · outbound

This paper cites EFSA: Towards Event-Level Financial Sentiment Analysis.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach EFSA: Towards Event-Level Financial Sentiment Analysis

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:40:40.558968Z

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Observation 9e2c3c9b-b582-452a-ba9f-c48287998586 · outbound

This paper cites Sentiment trading with large language models.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Sentiment trading with large language models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.045807Z

Source-reported events for the cited work

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Observation a9420f14-7093-4548-b931-ce3cb45e1f86 · outbound

This paper cites Dynamics of Nonlinear Causality: Exploring the Influence of Positive and Negative Financial News on the Indian Equity Market.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Dynamics of Nonlinear Causality: Exploring the Influence of Positive and Negative Financial News on the Indian Equity Market

Reference 17

Resolution: verified exact; raw_fallback, observed 2026-08-11T20:40:40.528927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a8930283-5c4e-4f7f-9b28-b10e8a594569 · outbound

This paper cites A Decision Support System for Crop Recommendation Using Machine Learning Classification Algorithms.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach A Decision Support System for Crop Recommendation Using Machine Learning Classification Algorithms

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.024007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b40333b4-dab5-4957-85af-a69b83fc7884 · outbound

This paper cites Survey on algorithmic trading using sentiment analysis.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Survey on algorithmic trading using sentiment analysis

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:41.002827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation be80d0c9-4421-423a-a983-c98297d37af7 · outbound

This paper cites Ethical Considerations in AI -Driven Predictive Analytics: Addressing Bias and Fairness Issues.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Ethical Considerations in AI -Driven Predictive Analytics: Addressing Bias and Fairness Issues

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:40.979513Z

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Observation bb5a7e81-a0bf-47eb-bd3a-6f9595377d6e · outbound

This paper cites Adaptable and Reliable Text Classification using Large Language Models.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Adaptable and Reliable Text Classification using Large Language Models

Reference 21

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Observation 1ccde104-3137-404d-bb1c-90f23cfaf884 · outbound

This paper cites Stock Market Prediction Based on BERT Embedding and News Sentiment Analysis.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Stock Market Prediction Based on BERT Embedding and News Sentiment Analysis

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:40.957972Z

Source-reported events for the cited work

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Observation 38616f2e-96e5-4c55-b847-4c9075b372f8 · outbound

This paper cites Exploring the sentiment in Borsa Istanbul with deep learning.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Exploring the sentiment in Borsa Istanbul with deep learning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:40.937206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5fbfde5c-3f99-4c4b-b619-59f6785d32ea · outbound

This paper cites Performance analysis of Machine Learnin g Algorithms to classify text data.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Performance analysis of Machine Learnin g Algorithms to classify text data

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:40.917058Z

Source-reported events for the cited work

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Observation 65cac01a-612c-41be-a920-9139f8ff60e7 · outbound

This paper cites Model complexity and financial forecasting: A comparative study.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Model complexity and financial forecasting: A comparative study

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:40:40.896521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2c46d89d-d424-4f58-9a72-c3b3352bacb4 · outbound

This paper cites Transformer-based Models for Language Identification: A Comparative Study.

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach Transformer-based Models for Language Identification: A Comparative Study

Reference 26

Resolution: verified exact; raw_fallback, observed 2026-08-11T20:40:40.385354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.