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Analyzing Textual Information at Scale

https://doi.org/10.1142/9789811220470_0010

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.irfa.2014.02.006openalex-snapshot

Textual sentiment in finance: A survey of methods and models

inferredcites →https://doi.org/10.1016/j.jebo.2011.10.012openalex-snapshot

The role of media in the credit crunch: The case of the banking sector

inferredcites →https://doi.org/10.1016/j.jfineco.2011.09.006openalex-snapshot

Litigation risk, strategic disclosure and the underpricing of initial public offerings

inferredcites →https://doi.org/10.1016/j.jfineco.2016.01.032openalex-snapshot

News implied volatility and disaster concerns

inferredcites →https://doi.org/10.1016/j.jocs.2010.12.007openalex-snapshot

Twitter mood predicts the stock market

inferredcites →https://doi.org/10.1016/j.sexol.2009.09.015openalex-snapshot

Survey of literature

inferredcites →https://doi.org/10.1063/pt.5.028530openalex-snapshot

Preprint repository arXiv achieves milestone million uploads

inferredcites →https://doi.org/10.1093/pan/mps028openalex-snapshot

Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts

inferredcites →https://doi.org/10.1093/qje/qjw024openalex-snapshot

Measuring Economic Policy Uncertainty*

inferredcites →https://doi.org/10.1093/qje/qjx045openalex-snapshot

Transparency and Deliberation Within the FOMC: A Computational Linguistics Approach*

inferredcites →https://doi.org/10.1093/rfs/hhaa079openalex-snapshot

Measuring Corporate Culture Using Machine Learning

inferredcites →https://doi.org/10.1093/rfs/hhq053openalex-snapshot

Product Market Synergies and Competition in Mergers and Acquisitions: A Text-Based Analysis

inferredcites →https://doi.org/10.1093/rfs/hhs007openalex-snapshot

Creditor Control Rights, Corporate Governance, and Firm Value

inferredcites →https://doi.org/10.1093/rfs/hhx138openalex-snapshot

Managing the Family Firm: Evidence from CEOs at Work

inferredcites →https://doi.org/10.1093/rfs/hhy130openalex-snapshot

How Valuable Is FinTech Innovation?

inferredcites →https://doi.org/10.1111/j.1475-679x.2010.00396.xopenalex-snapshot

Large‐Sample Evidence on Firms’ Year‐over‐Year MD&A Modifications

inferredcites →https://doi.org/10.1111/j.1540-6261.2004.00662.xopenalex-snapshot

Is All That Talk Just Noise? The Information Content of Internet Stock Message Boards

inferredcites →https://doi.org/10.1111/j.1540-6261.2007.01232.xopenalex-snapshot

Giving Content to Investor Sentiment: The Role of Media in the Stock Market

inferredcites →https://doi.org/10.1111/j.1540-6261.2010.01625.xopenalex-snapshot

When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks

inferredcites →https://doi.org/10.1111/jofi.12027openalex-snapshot

Sentiment During Recessions

inferredcites →https://doi.org/10.1145/997817.997857openalex-snapshot

Locality-sensitive hashing scheme based on p-stable distributions

inferredcites →https://doi.org/10.1146/annurev-soc-081715-074206openalex-snapshot

Machine Translation: Mining Text for Social Theory

inferredcites →https://doi.org/10.1287/mnsc.2017.2751openalex-snapshot

Analyst Information Discovery and Interpretation Roles: A Topic Modeling Approach

inferredcites →https://doi.org/10.2139/ssrn.2939937openalex-snapshot

Deciphering Fedspeak: The Information Content of FOMC Meetings

inferredcites →https://doi.org/10.2139/ssrn.3307057openalex-snapshot

Textual Factors: A Scalable, Interpretable, and Data-driven Approach to Analyzing Unstructured Information

inferredcites →https://doi.org/10.2307/1912352openalex-snapshot

Sample Selection Bias as a Specification Error

inferredcites →https://doi.org/10.3115/v1/d14-1162openalex-snapshot

Glove: Global Vectors for Word Representation

inferredcites →https://doi.org/10.3115/v1/p15-2008openalex-snapshot

Document Classification by Inversion of Distributed Language Representations

inferredcites →https://doi.org/10.3386/w22423openalex-snapshot

Measuring Group Differences in High-Dimensional Choices: Method and Application to Congressional Speech

inferredcites →https://doi.org/10.3386/w23276openalex-snapshot

Text as Data

inferredcites →https://doi.org/10.3386/w24029openalex-snapshot

Firm-Level Political Risk: Measurement and Effects

inferredcites →https://doi.org/10.3386/w25084openalex-snapshot

Lazy Prices

inferredcites →https://doi.org/10.3386/w26517openalex-snapshot

Text Selection

inferredcites →https://doi.org/10.48550/arxiv.1310.4546openalex-snapshot

Distributed Representations of Words and Phrases and their Compositionality

inferredcites →https://doi.org/10.48550/arxiv.1509.02897openalex-snapshot

Practical and Optimal LSH for Angular Distance

inferredcites →https://doi.org/10.7208/chicago/9780226613475.003.0021openalex-snapshot

The Impact of Machine Learning on Economics

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.3755669openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.3840538openalex-extracted

From Man vs. Machine to Man + Machine: The Art and AI of Stock Analyses

inferred← citeshttps://doi.org/10.2139/ssrn.4060307openalex-extracted

Managerial Risk Assessment and Fund Performance: Evidence from Textual Disclosure

inferred← citeshttps://doi.org/10.2139/ssrn.4490834openalex-extracted

Visual Information in the Age of AI: Evidence from Corporate Executive Presentations

inferred← citeshttps://doi.org/10.2139/ssrn.4593660openalex-extracted

From Transcripts to Insights: Uncovering Corporate Risks Using Generative AI

inferred← citeshttps://doi.org/10.1007/978-3-030-66433-6_9openalex-snapshot

Alternative Data in FinTech and Business Intelligence

inferred← citeshttps://doi.org/10.1016/j.jcorpfin.2024.102670openalex-snapshot

Digitalization and the performance of non-technological firms: Evidence from the COVID-19 and natural disaster shocks

inferred← citeshttps://doi.org/10.1016/j.jfds.2021.10.001openalex-snapshot

FinLex: An effective use of word embeddings for financial lexicon generation

inferred← citeshttps://doi.org/10.1017/s0022109023000509openalex-snapshot

Information in Financial Contracts: Evidence from Securitization Agreements

inferred← citeshttps://doi.org/10.1186/s40854-023-00501-6openalex-snapshot

How are texts analyzed in blockchain research? A systematic literature review

inferred← citeshttps://doi.org/10.1561/0500000075openalex-snapshot

The Natural Language of Finance

inferred← citeshttps://doi.org/10.2139/ssrn.5364388openalex-snapshot

Measuring Sustainability with AI

inferred← citeshttps://doi.org/10.3905/jfds.2021.1.063openalex-snapshot

Context, Language Modeling, and Multimodal Data in Finance

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