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Discovering Finance Keywords via Continuous-Space Language Models
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/asi.22983openalex-snapshot
Supervised learning models to predict firm performance with annual reports: An empirical study
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Good debt or bad debt: Detecting semantic orientations in economic texts
inferredcites →https://doi.org/10.1016/0304-405x(93)90023-5openalex-snapshot
Common risk factors in the returns on stocks and bonds
inferredcites →https://doi.org/10.1016/j.csl.2006.09.003openalex-snapshot
Continuous space language models
inferredcites →https://doi.org/10.1016/j.finmar.2006.09.003openalex-snapshot
The PIN anomaly around M&A announcements
inferredcites →https://doi.org/10.1016/j.jacceco.2008.02.003openalex-snapshot
Annual report readability, current earnings, and earnings persistence
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Earnings conference calls and stock returns: The incremental informativeness of textual tone
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An Automated Framework for Incorporating News into Stock Trading Strategies
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A Measure of Competition Based on 10‐K Filings
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Is All That Talk Just Noise? The Information Content of Internet Stock Message Boards
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More Than Words: Quantifying Language to Measure Firms' Fundamentals
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When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks
inferredcites →https://doi.org/10.1145/1390156openalex-snapshot
Proceedings of the 25th international conference on Machine learning - ICML '08
inferredcites →https://doi.org/10.1145/1390156.1390177openalex-snapshot
A unified architecture for natural language processing
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Explaining U.S. consumer behavior with news sentiment
inferredcites →https://doi.org/10.1145/2436256.2436274openalex-snapshot
Techniques and applications for sentiment analysis
inferredcites →https://doi.org/10.1198/tech.2006.s405openalex-snapshot
Analysis of Financial Time Series
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Learning Internal Representations by Error Propagation
inferredcites →https://doi.org/10.21437/interspeech.2010-343openalex-snapshot
Recurrent neural network based language model
inferredcites →https://doi.org/10.3115/1073012openalex-snapshot
Proceedings of the 39th Annual Meeting on Association for Computational Linguistics - ACL '01
inferredcites →https://doi.org/10.3115/1620754openalex-snapshot
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics on - NAACL '09
inferredcites →https://doi.org/10.3115/1620754.1620794openalex-snapshot
Predicting risk from financial reports with regression
inferredcites →https://doi.org/10.48550/arxiv.1207.4676openalex-snapshot
Proceedings of the 29th International Conference on Machine Learning (ICML-12)
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Efficient Estimation of Word Representations in Vector Space
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A neural probabilistic language model
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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XRR: Explainable Risk Ranking for Financial Reports
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Smart Beta and Risk Factors Based on Textural Data and Machine Learning
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Research on enterprise knowledge service based on semantic reasoning and data fusion
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Predicting Firm Financial Performance from SEC Filing Changes Using Automatically Generated Dictionary
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Financial sentiment analysis model utilizing knowledge-base and domain-specific representation
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Learning risk culture of banks using news analytics
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Neural network embeddings on corporate annual filings for portfolio selection
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Value assessment of companies by using an enterprise value assessment system based on their public transfer specification
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LLM-infused bi-level semantic enhancement for corporate credit risk prediction
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Artificial intelligence applications in finance: a survey
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Explaining Financial Uncertainty through Specialized Word Embeddings
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A Weakly Supervised WordNet-Guided Deep Learning Approach to Extracting Aspect Terms from Online Reviews
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FETILDA: Evaluation Framework for Effective Representations of Long Financial Documents
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Decoding Digital Risk From Corporate Disclosure: A Neural Network Approach
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Chair’s Letter: Analysing Discourse Markers in BP’s Annual Reports
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