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From Text Representation to Financial Market Prediction: A Literature Review
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From Text Representation to Financial Market Prediction: A Literature Review (2022)From Text Representation to Financial Mar…Applications of deep learning in stock market prediction: Recent progress (2021)Applications of deep learning…An overview of online fake news: Characterization, detection, and discussion (2019)An overview of online fake ne…Deep learning for event-driven stock prediction (2015)Deep learning for event-drive…The Sum of All FEARS Investor Sentiment and Asset Prices (2014)The Sum of All FEARS Investor…When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)When Is a Liability Not a Lia…Twitter mood predicts the stock market (2011)Twitter mood predicts the sto…Predicting Stock Market Indicators Through Twitter “I hope it is not as bad as I fear” (2011)Predicting Stock Market Indic…Multifractal detrended cross-correlation analysis for two nonstationary signals (2008)Multifractal detrended cross-…More Than Words: Quantifying Language to Measure Firms' Fundamentals (2008)More Than Words: Quantifying …Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)Giving Content to Investor Se…Investor Sentiment and the Cross‐Section of Stock Returns (2006)Investor Sentiment and the Cr…From Efficient Markets Theory to Behavioral Finance (2003)From Efficient Markets Theory…What Moves Stock Prices? (1988)What Moves Stock Prices?Testing for causality (1980)Testing for causalityThe Behavior of Stock-Market Prices (1965)The Behavior of Stock-Market …Distributional Structure (1954)Distributional StructureInvestigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)Time Series Analysis Forecasting and Control. (1971)Time Series Analysis: Forecasting and Control (1977)Estimation of Common Long-Memory Components in Cointegrated Systems (1995)Cross-Sectional versus Longitudinal Survey Research: Concepts, Findings, and Guidelines (2008)Testing for Granger non-causality in heterogeneous panels (2012)DISTRIBUTION OF INCOMES OF CORPORATIONS AMONG DIVIDENDS, RETAINED EARNINGS AND TAXES (1956)Portfolio Selection: Efficient Diversification of Investments (1959)Dividend Policy, Growth, and the Valuation of Shares (1961)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)Conditional Heteroskedasticity in Asset Returns: A New Approach (1991)Risk, Return, and Equilibrium: Empirical Tests (1973)Common risk factors in the returns on stocks and bonds (1993)Disappearing dividends: changing firm characteristics or lower propensity to pay? (2001)In Search of Attention (2011)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Textual Analysis in Accounting and Finance: A Survey (2016)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013)Social media and loneliness: Why an Instagram picture may be worth more than a thousand Twitter words (2016)Text as Data (2019)Judgment under Uncertainty: Heuristics and Biases (1974)Market stress and herding (2004)WHAT DO WE KNOW ABOUT THE PROFITABILITY OF TECHNICAL ANALYSIS? (2007)Machine learning techniques and data for stock market forecasting: A literature review (2022)The Cross-Section of Expected Stock Returns (1992)Illiquidity and stock returns: cross-section and time-series effects (2002)Integración de los mercados financieros Latinoamericanos por medio de MILA (2020)The General Theory of Employment, Interest and Money, by John Maynard Keynes (1936)The General Theory of Employment, Interest and Money. (1936)Noise Trader Risk in Financial Markets (1990)The Asset-Pricing Implications of Government Economic Policy Uncertainty (2015)Manager sentiment and stock returns (2018)Economic policy uncertainty: A literature review (2019)On Persistence in Mutual Fund Performance (1997)Media Coverage and the Cross‐section of Stock Returns (2009)Theories of Lexical Semantics (2009)Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change (2016)Measuring Corporate Culture Using Machine Learning (2020)
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References

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  • 2011When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks6,003 cited
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  • 2008Multifractal detrended cross-correlation analysis for two nonstationary signals769 cited
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  • 2015Deep learning for event-driven stock prediction675 cited
  • 2011

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Predicting Stock Market Indicators Through Twitter “I hope it is not as bad as I fear”
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