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Twitter mood predicts the stock market

Twitter mood predicts the stock market

14 October 2010
J. Bollen
Huina Mao
Xiao-Jun Zeng
    AIFin
ArXiv (abs)PDFHTML

Papers citing "Twitter mood predicts the stock market"

50 / 242 papers shown
Fine-tuning of lightweight large language models for sentiment classification on heterogeneous financial textual data
Fine-tuning of lightweight large language models for sentiment classification on heterogeneous financial textual data
Alvaro Paredes Amorin
Andre Python
Christoph Weisser
162
1
0
30 Nov 2025
Classification of Hope in Textual Data using Transformer-Based Models
Classification of Hope in Textual Data using Transformer-Based Models
Chukwuebuka Ijezue
Tania-Amanda Nkoyo Fredrick Eneye
Maaz Amjad
VLM
204
0
0
17 Nov 2025
GroupSHAP-Guided Integration of Financial News Keywords and Technical Indicators for Stock Price Prediction
GroupSHAP-Guided Integration of Financial News Keywords and Technical Indicators for Stock Price Prediction
Minjoo Kim
Jinwoong Kim
Sangjin Park
AIFin
597
0
0
27 Oct 2025
News-Aware Direct Reinforcement Trading for Financial Markets
News-Aware Direct Reinforcement Trading for Financial Markets
Qing-Yu Lan
Zhan-He Wang
Jun-Qian Jiang
Yu-Tong Wang
Yun-Song Piao
AIFin
197
0
0
22 Oct 2025
A three-step machine learning approach to predict market bubbles with financial news
A three-step machine learning approach to predict market bubbles with financial news
Abraham Atsiwo
AIFin
154
0
0
18 Oct 2025
From News to Returns: A Granger-Causal Hypergraph Transformer on the Sphere
From News to Returns: A Granger-Causal Hypergraph Transformer on the Sphere
Anoushka Harit
Zhongtian Sun
Jongmin Yu
AIFinAI4TS
187
1
0
05 Oct 2025
Predicting Stock Price Movement with LLM-Enhanced Tweet Emotion Analysis
Predicting Stock Price Movement with LLM-Enhanced Tweet Emotion Analysis
An Vuong
Susan Gauch
AIFin
106
1
0
04 Oct 2025
Comparing LLMs for Sentiment Analysis in Financial Market News
Comparing LLMs for Sentiment Analysis in Financial Market News
Lucas Eduardo Pereira Teles
Carlos M. S. Figueiredo
AIFin
161
0
0
03 Oct 2025
Bridging Thoughts and Words: Graph-Based Intent-Semantic Joint Learning for Fake News Detection
Bridging Thoughts and Words: Graph-Based Intent-Semantic Joint Learning for Fake News Detection
Zhengjia Wang
Qiang Sheng
Danding Wang
Beizhe Hu
Juan Cao
GNN
165
3
0
01 Sep 2025
Continuous sentiment scores for literary and multilingual contexts
Continuous sentiment scores for literary and multilingual contexts
Laurits Lyngbaek
Pascale Feldkamp
Yuri Bizzoni
Kristoffer Nielbo
Kenneth Enevoldsen
225
0
0
20 Aug 2025
Event-Aware Sentiment Factors from LLM-Augmented Financial Tweets: A Transparent Framework for Interpretable Quant Trading
Event-Aware Sentiment Factors from LLM-Augmented Financial Tweets: A Transparent Framework for Interpretable Quant Trading
Yueyi Wang
Qiyao Wei
AIFin
86
1
0
10 Aug 2025
Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News
Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News
Mohammed-Khalil Ghali
Cecil Pang
Oscar Molina
Carlos Gershenson-Garcia
Daehan Won
AIFin
124
0
0
24 Jul 2025
Predicting stock prices with ChatGPT-annotated Reddit sentiment
Predicting stock prices with ChatGPT-annotated Reddit sentimentInternational Conference on Conceptual Structures (ICCS), 2025
Mateusz Kmak
Kamil Chmurzyński
Kamil Matejuk
Paweł Kotzbach
Jan Kocoń
AIFin
149
2
0
21 Jul 2025
Deep Learning Enhanced Multi-Day Turnover Quantitative Trading Algorithm for Chinese A-Share Market
Deep Learning Enhanced Multi-Day Turnover Quantitative Trading Algorithm for Chinese A-Share Market
Yimin Du
AIFin
75
1
0
03 Jun 2025
The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News
The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake NewsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Yuhan Liu
Wenshu Fan
Xiaoqing Zhang
Xiuying Chen
Rui Yan
LLMAG
446
27
0
13 May 2025
Performance Evaluation of Emotion Classification in Japanese Using RoBERTa and DeBERTa
Performance Evaluation of Emotion Classification in Japanese Using RoBERTa and DeBERTa
Yoichi Takenaka
425
1
0
22 Apr 2025
Bridging Language Models and Financial Analysis
Bridging Language Models and Financial Analysis
Alejandro Lopez-Lira
Jihoon Kwon
Sangwoon Yoon
Jy-yong Sohn
Chanyeol Choi
AIFin
332
6
0
14 Mar 2025
Sentiment analysis of texts from social networks based on machine learning methods for monitoring public sentiment
Sentiment analysis of texts from social networks based on machine learning methods for monitoring public sentiment
Arsen Tolebay Nurlanuly
144
9
0
24 Feb 2025
Contrastive Similarity Learning for Market Forecasting: The ContraSim Framework
Contrastive Similarity Learning for Market Forecasting: The ContraSim Framework
Nicholas Vinden
Raeid Saqur
Zining Zhu
Frank Rudzicz
238
1
0
22 Feb 2025
Analyzing public sentiment to gauge key stock events and determine volatility in conjunction with time and options premiums
Analyzing public sentiment to gauge key stock events and determine volatility in conjunction with time and options premiums
SriVarsha Mulakala
Umesh Vangapally
Benjamin Larkey
Aidan Henrichs
Corey Wojslaw
AIFin
818
0
0
08 Feb 2025
Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attempt
Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attempt
Qingcheng Zeng
Guanhong Liu
Zhaoqian Xue
Diego Ford
Rob Voigt
Loni Hagen
Lingyao Li
225
1
0
20 Jan 2025
STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk
STRisk: A Socio-Technical Approach to Assess Hacking Breaches RiskIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2023
Hicham Hammouchi
Narjisse Nejjari
Ghita Mezzour
Mounir Ghogho
H. Benbrahim
263
0
0
19 Nov 2024
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in
  Financial Research
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial ResearchInternational Conference on AI in Finance (ICAF), 2024
Xuewen Han
Neng Wang
Shangkun Che
Hongyang Yang
Kunpeng Zhang
S. Xu
AIFin
187
31
0
07 Nov 2024
FinBERT-BiLSTM: A Deep Learning Model for Predicting Volatile
  Cryptocurrency Market Prices Using Market Sentiment Dynamics
FinBERT-BiLSTM: A Deep Learning Model for Predicting Volatile Cryptocurrency Market Prices Using Market Sentiment Dynamics
Mabsur Fatin Bin Hossain
Lubna Zahan Lamia
Md Mahmudur Rahman
Md. Mosaddek Khan
AIFin
167
9
0
02 Nov 2024
In Context Learning and Reasoning for Symbolic Regression with Large Language Models
In Context Learning and Reasoning for Symbolic Regression with Large Language Models
Samiha Sharlin
Tyler R. Josephson
ReLMLLMAGLRM
374
7
0
22 Oct 2024
You Shall Know a Tool by the Traces it Leaves: The Predictability of
  Sentiment Analysis Tools
You Shall Know a Tool by the Traces it Leaves: The Predictability of Sentiment Analysis Tools
Daniel Baumartz
Mevlut Bagci
Alexander Henlein
Maxim Konca
Andy Lucking
Alexander Mehler
378
0
0
18 Oct 2024
Pre-Finetuning with Impact Duration Awareness for Stock Movement
  Prediction
Pre-Finetuning with Impact Duration Awareness for Stock Movement PredictionThe Web Conference (WWW), 2024
Chr-Jr Chiu
Chung-Chi Chen
Hen-Hsen Huang
Hsin-Hsi Chen
AIFin
198
2
0
25 Sep 2024
Semi-strong Efficient Market of Bitcoin and Twitter: an Analysis of
  Semantic Vector Spaces of Extracted Keywords and Light Gradient Boosting
  Machine Models
Semi-strong Efficient Market of Bitcoin and Twitter: an Analysis of Semantic Vector Spaces of Extracted Keywords and Light Gradient Boosting Machine ModelsInternational Review of Financial Analysis (IRFA), 2023
Fang Wang
Marko Gacesa
153
8
0
24 Sep 2024
CorMulT: A Semi-supervised Modality Correlation-aware Multimodal Transformer for Sentiment Analysis
CorMulT: A Semi-supervised Modality Correlation-aware Multimodal Transformer for Sentiment Analysis
Yangmin Li
Ruiqi Zhu
Wengen Li
394
12
0
09 Jul 2024
Fine-Tuning Gemma-7B for Enhanced Sentiment Analysis of Financial News
  Headlines
Fine-Tuning Gemma-7B for Enhanced Sentiment Analysis of Financial News Headlines
Kangtong Mo
Wenyan Liu
Xuanzhen Xu
Chang Yu
Yuelin Zou
Fangqing Xia
350
37
0
19 Jun 2024
Exploring Sectoral Profitability in the Indian Stock Market Using Deep
  Learning
Exploring Sectoral Profitability in the Indian Stock Market Using Deep Learning
Jaydip Sen
Hetvi Waghela
Sneha Rakshit
218
1
0
28 May 2024
Human behaviour through a LENS: How Linguistic content triggers Emotions
  and Norms and determines Strategy choices
Human behaviour through a LENS: How Linguistic content triggers Emotions and Norms and determines Strategy choicesCurrent Opinion in Psychology (Curr Opin Psychol), 2024
Valerio Capraro
103
1
0
22 Mar 2024
Advancing multivariate time series similarity assessment: an integrated
  computational approach
Advancing multivariate time series similarity assessment: an integrated computational approach
F. Tonle
Henri E. Z. Tonnang
Milliam Maxime Zekeng Ndadji
Maurice Tchoupé Tchendji
Armand Nzeukou
K. Senagi
S. Niassy
AI4TS
130
0
0
16 Mar 2024
From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward
  Fake News
From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake NewsInternational Joint Conference on Artificial Intelligence (IJCAI), 2024
Yuhan Liu
Preslav Nakov
Xiaoqing Zhang
Xing Gao
Ji Zhang
Rui Yan
AI4CE
284
70
0
14 Mar 2024
Arabic Text Sentiment Analysis: Reinforcing Human-Performed Surveys with
  Wider Topic Analysis
Arabic Text Sentiment Analysis: Reinforcing Human-Performed Surveys with Wider Topic Analysis
Latifah Almurqren
Ryan Hodgson
A Ioana Cristea
170
6
0
04 Mar 2024
Applying News and Media Sentiment Analysis for Generating Forex Trading
  Signals
Applying News and Media Sentiment Analysis for Generating Forex Trading Signals
O. F. Olaiyapo
130
4
0
19 Feb 2024
RAGIC: Risk-Aware Generative Adversarial Model for Stock Interval
  Construction
RAGIC: Risk-Aware Generative Adversarial Model for Stock Interval Construction
Jingyi Gu
Wenlu Du
Guiling Wang
299
0
0
16 Feb 2024
Do Weibo platform experts perform better at predicting stock market?
Do Weibo platform experts perform better at predicting stock market?International Conference on Engineering Applications of Neural Networks (ICEANN), 2024
Ziyuan Ma
Conor Ryan
J. Buckley
Muslim Chochlov
AIFin
119
0
0
12 Feb 2024
Revolutionizing Finance with LLMs: An Overview of Applications and Insights
Revolutionizing Finance with LLMs: An Overview of Applications and Insights
Huaqin Zhao
Zheng Liu
Zihao Wu
Yiwei Li
Tianze Yang
...
Zeyu Zhang
Gengchen Mai
Ninghao Liu
Tianming Liu
Tianming Liu
AIFin
409
156
0
22 Jan 2024
Designing Heterogeneous LLM Agents for Financial Sentiment Analysis
Designing Heterogeneous LLM Agents for Financial Sentiment AnalysisACM Transactions on Management Information Systems (TOMIS), 2024
Frank Xing
AIFin
355
104
0
11 Jan 2024
The irruption of cryptocurrencies into Twitter cashtags: a classifying
  solution
The irruption of cryptocurrencies into Twitter cashtags: a classifying solutionIEEE Access (IEEE Access), 2020
Ana Fernández Vilas
R. Redondo
A. García
AIFin
208
4
0
14 Dec 2023
Twitter Permeability to financial events: an experiment towards a model
  for sensing irregularities
Twitter Permeability to financial events: an experiment towards a model for sensing irregularitiesMultimedia tools and applications (MTA), 2018
Ana Fernández Vilas
R. Redondo
Keeley A. Crockett
M. Owda
Lewis Evans
AIFin
109
16
0
14 Dec 2023
Real-Time Online Stock Forecasting Utilizing Integrated Quantitative and
  Qualitative Analysis
Real-Time Online Stock Forecasting Utilizing Integrated Quantitative and Qualitative Analysis
Sai Akash Bathini
Dagli Cihan
AIFin
312
1
0
26 Nov 2023
In the Red(dit): Social Media and Stock Prices
In the Red(dit): Social Media and Stock Prices
James Baker
152
0
0
14 Nov 2023
An Interdisciplinary Outlook on Large Language Models for Scientific
  Research
An Interdisciplinary Outlook on Large Language Models for Scientific Research
James Boyko
Joseph Cohen
Nathan Fox
Maria Han Veiga
Jennifer I-Hsiu Li
...
Andreas H. Rauch
Kenneth N. Reid
Soumi Tribedi
Anastasia Visheratina
Xin Xie
288
25
0
03 Nov 2023
Sentiment Analysis in Digital Spaces: An Overview of Reviews
Sentiment Analysis in Digital Spaces: An Overview of Reviews
L. Ayravainen
Joanne Hinds
Brittany I. Davidson
262
1
0
30 Oct 2023
Desenvolvimento de modelo para predição de cotações de
  ação baseada em análise de sentimentos de tweets
Desenvolvimento de modelo para predição de cotações de ação baseada em análise de sentimentos de tweets
Mario Mitsuo Akita
Everton Pires Ferreira Jorge da Silva
AIFin
106
1
0
11 Sep 2023
Predicting Financial Market Trends using Time Series Analysis and
  Natural Language Processing
Predicting Financial Market Trends using Time Series Analysis and Natural Language Processing
Ali Asgarov
AIFin
166
4
0
31 Aug 2023
Transforming Sentiment Analysis in the Financial Domain with ChatGPT
Transforming Sentiment Analysis in the Financial Domain with ChatGPTMachine Learning with Applications (MLWA), 2023
G. Fatouros
John Soldatos
Kalliopi Kouroumali
Georgios Makridis
D. Kyriazis
183
133
0
13 Aug 2023
Portfolio Optimization: A Comparative Study
Portfolio Optimization: A Comparative Study
Jaydip Sen
S. Dasgupta
240
3
0
11 Jul 2023
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