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Text and Context: Language Analytics in Finance
16 references·16 citing·39 second hopsampled
Text and Context: Language Analytics in Finance (2014)Text and Context: Language Analytics in F…Using 10-K Text to Gauge Financial Constraints (2015)Using 10-K Text to Gauge Fina…Measuring Readability in Financial Disclosures (2014)Measuring Readability in Fina…Word power: A new approach for content analysis (2013)Word power: A new approach fo…Tweets and Trades: the Information Content of Stock Microblogs (2013)Tweets and Trades: the Inform…Analyst Report Readability (2013)Analyst Report ReadabilityTwitter mood predicts the stock market (2011)Twitter mood predicts the sto…The Effect of Annual Report Readability on Analyst Following and the Properties of Their Earnings Forecasts (2010)The Effect of Annual Report R…More Than Words: Quantifying Language to Measure Firms' Fundamentals (2008)More Than Words: Quantifying …Annual report readability, current earnings, and earnings persistence (2008)Annual report readability, cu…Whom You Know Matters: Venture Capital Networks and Investment Performance (2007)Whom You Know Matters: Ventur…Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)Giving Content to Investor Se…Do Stock Market Investors Understand the Risk Sentiment of Corporate Annual Reports? (2006)Do Stock Market Investors Und…Is All That Talk Just Noise? The Information Content of Internet Stock Message Boards (2004)Is All That Talk Just Noise? …News or Noise? Internet Postings and Stock Prices (2001)News or Noise? Internet Posti…Power and Centrality: A Family of Measures (1987)Power and Centrality: A Famil…The Technique of Clear Writing. (1968)The Technique of Clear Writin…Transfer Learning and Textual Analysis of Accounting Disclosures: Applying Big Data Methods to Small(er) Datasets (2021)Transfer Learning and Textual…Textual Analysis and Sentiment Analysis in Accounting (2021)Textual Analysis and Sentimen…Machine Learning for Active Portfolio Management (2021)Machine Learning for Active P…Corporate integrity and hostile takeover threats: Evidence from machine learning and “CEO luck” (2021)Corporate integrity and hosti…On exploring the impact of users’ bullish-bearish tendencies in online community on the stock market (2020)On exploring the impact of us…Zero-Revelation RegTech: Detecting Risk through Linguistic Analysis of Corporate Emails and News (2019)Zero-Revelation RegTech: Dete…Using Annual Report Sentiment as a Proxy for Financial Distress in U.S. Banks (2019)Using Annual Report Sentiment…Understanding Unconscious Bias by Large-scale Data Analysis (2019)Understanding Unconscious Bia…Communication in laboratory experiments (2019)Communication in laboratory e…The Primacy of Numbers in Financial and Accounting Disclosures: Implications for Textual Analysis Research (2018)The Primacy of Numbers in Fin…Stock Returns and the Tone of Marketplace Information: Does Context Matter? (2018)Stock Returns and the Tone of…Real estate media sentiment through textual analysis (2018)Real estate media sentiment t…Lazy Prices (2018)Lazy PricesText mining in business libraries (2017)Text mining in business libra…New Evidence on Psychology and Stock Returns (2017)New Evidence on Psychology an…Does Unusual News Forecast Market Stress? (2015)Does Unusual News Forecast Ma…ASPECTS OF THE THEORY OF SYNTAX (1964)How does financial reporting quality relate to investment efficiency? (2009)The Information Content of Mandatory Risk Factor Disclosures in Corporate Filings (2010)Textual Analysis in Accounting and Finance: A Survey (2016)Disclosure processing costs, investors’ information choice, and equity market outcomes: A review (2020)Some effects of certain communication patterns on group performance. (1951)Networks as the Pipes and Prisms of the Market (2001)Structural vs. relational embeddedness: social capital and managerial performance (2005)On Network Theory (2011)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)Disappearing dividends: changing firm characteristics or lower propensity to pay? (2001)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)Positive Accounting Theory (1985)Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature (2001)The market pricing of accruals quality (2005)Understanding earnings quality: A review of the proxies, their determinants and their consequences (2010)The structure and governance of venture-capital organizations (1990)Interorganizational Endorsements and the Performance of Entrepreneurial Ventures (1999)Venture Capital and the Professionalization of Start‐Up Firms: Empirical Evidence (2002)The Small World of Investing: Board Connections and Mutual Fund Returns (2008)External Networking and Internal Firm Governance (2012)Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending (2012)The Cross-Section of Expected Stock Returns (1992)Common risk factors in the returns on stocks and bonds (1993)On Persistence in Mutual Fund Performance (1997)Media Coverage and the Cross‐section of Stock Returns (2009)The Sum of All FEARS Investor Sentiment and Asset Prices (2014)The General Theory of Employment, Interest and Money. (1936)Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)In Search of Attention (2011)Expected stock returns and volatility (1987)On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks (1993)The Econometrics of Financial Markets (2012)The Effects of Reporting Complexity on Small and Large Investor Trading (2010)The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation (2017)
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References

  • 2011Twitter mood predicts the stock market5,204 cited
  • 1987Power and Centrality: A Family of Measures5,196 cited
  • 2007Giving Content to Investor Sentiment: The Role of Media in the Stock Market4,822 cited
  • 2008Annual report readability, current earnings, and earnings persistence2,850 cited
  • 2004Is All That Talk Just Noise? The Information Content of Internet Stock Message Boards2,369 cited
  • 2008More Than Words: Quantifying Language to Measure Firms' Fundamentals2,310 cited
  • 2007Whom You Know Matters: Venture Capital Networks and Investment Performance1,852 cited
  • 1968The Technique of Clear Writing.1,641 cited
  • 2014Measuring Readability in Financial Disclosures1,452 cited
  • 2010The Effect of Annual Report Readability on Analyst Following and the Properties of Their Earnings Forecasts1,169 cited
  • 2013Tweets and Trades: the Information Content of Stock Microblogs561 cited
  • 2013Word power: A new approach for content analysis548 cited
  • 2015Using 10-K Text to Gauge Financial Constraints439 cited
  • 2001News or Noise? Internet Postings and Stock Prices403 cited
  • 2013Analyst Report Readability312 cited

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  • 2006Do Stock Market Investors Understand the Risk Sentiment of Corporate Annual Reports?301 cited
  • Cited by

    • 2019Using Annual Report Sentiment as a Proxy for Financial Distress in U.S. Banks113 cited
    • 2015Does Unusual News Forecast Market Stress?71 cited
    • 2021Corporate integrity and hostile takeover threats: Evidence from machine learning and “CEO luck”56 cited
    • 2021Transfer Learning and Textual Analysis of Accounting Disclosures: Applying Big Data Methods to Small(er) Datasets50 cited
    • 2018Stock Returns and the Tone of Marketplace Information: Does Context Matter?48 cited
    • 2019Communication in laboratory experiments45 cited
    • 2017New Evidence on Psychology and Stock Returns45 cited
    • 2021Machine Learning for Active Portfolio Management37 cited
    • 2018Real estate media sentiment through textual analysis36 cited
    • 2021Textual Analysis and Sentiment Analysis in Accounting29 cited
    • 2020On exploring the impact of users’ bullish-bearish tendencies in online community on the stock market23 cited
    • 2018Lazy Prices22 cited
    • 2018The Primacy of Numbers in Financial and Accounting Disclosures: Implications for Textual Analysis Research20 cited
    • 2017Text mining in business libraries13 cited
    • 2019Zero-Revelation RegTech: Detecting Risk through Linguistic Analysis of Corporate Emails and News8 cited
    • 2019Understanding Unconscious Bias by Large-scale Data Analysis0 cited