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Predicting Risk from Financial Reports with Regression
Shimon Kogan
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Dimitry Levin
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Bryan R. Routledge
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Jacob S. Sagi
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Noah A. Smith
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Paper Details:
Month: June
Year: 2009
Location: Boulder, Colorado
Venue:
NAACL |
Citations
URL
Measuring the Information Content of Financial News
Ching-Yun Chang
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Yue Zhang
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Zhiyang Teng
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Zahn Bozanic
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Bin Ke
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A Framework for Mining Enterprise Risk and Risk Factors from News Documents
Tirthankar Dasgupta
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Lipika Dey
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Prasenjit Dey
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Rupsa Saha
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Predicting a Scientific Community’s Response to an Article
Dani Yogatama
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Michael Heilman
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Brendan O’Connor
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Chris Dyer
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Bryan R. Routledge
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Noah A. Smith
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Word Salad: Relating Food Prices and Descriptions
Victor Chahuneau
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Kevin Gimpel
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Bryan R. Routledge
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Lily Scherlis
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Noah A. Smith
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Using Structured Events to Predict Stock Price Movement: An Empirical Investigation
Xiao Ding
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Yue Zhang
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Ting Liu
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Junwen Duan
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Financial Keyword Expansion via Continuous Word Vector Representations
Ming-Feng Tsai
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Chuan-Ju Wang
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Detecting Risks in the Banking System by Sentiment Analysis
Clemens Nopp
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Allan Hanbury
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Reading Documents for Bayesian Online Change Point Detection
Taehoon Kim
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Jaesik Choi
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On the Importance of Text Analysis for Stock Price Prediction
Heeyoung Lee
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Mihai Surdeanu
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Bill MacCartney
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Dan Jurafsky
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Movie Reviews and Revenues: An Experiment in Text Regression
Mahesh Joshi
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Dipanjan Das
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Kevin Gimpel
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Noah A. Smith
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Textual Predictors of Bill Survival in Congressional Committees
Tae Yano
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Noah A. Smith
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John D. Wilkerson
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RiskFinder: A Sentence-level Risk Detector for Financial Reports
Yu-Wen Liu
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Liang-Chih Liu
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Chuan-Ju Wang
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Ming-Feng Tsai
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Hunting for the Black Swan: Risk Mining from Text
Jochen Leidner
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Frank Schilder
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Semantic Frames to Predict Stock Price Movement
Boyi Xie
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Rebecca J. Passonneau
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Leon Wu
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Germán G. Creamer
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Linguistic Structured Sparsity in Text Categorization
Dani Yogatama
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Noah A. Smith
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A Semiparametric Gaussian Copula Regression Model for Predicting Financial Risks from Earnings Calls
William Yang Wang
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Zhenhao Hua
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Non-Linear Text Regression with a Deep Convolutional Neural Network
Zsolt Bitvai
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Trevor Cohn
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Volatility Prediction using Financial Disclosures Sentiments with Word Embedding-based IR Models
Navid Rekabsaz
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Mihai Lupu
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Artem Baklanov
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Alexander Dür
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Linda Andersson
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Allan Hanbury
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Grounding Language with Points and Paths in Continuous Spaces
Jacob Andreas
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Dan Klein
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Do Enterprises Have Emotions?
Sven Buechel
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Udo Hahn
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Jan Goldenstein
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Sebastian G. M. Händschke
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Peter Walgenbach
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Can adult mental health be predicted by childhood future-self narratives? Insights from the CLPsych 2018 Shared Task
Kylie Radford
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Louise Lavrencic
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Ruth Peters
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Kim Kiely
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Ben Hachey
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Scott Nowson
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Will Radford
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A Corpus of Corporate Annual and Social Responsibility Reports: 280 Million Tokens of Balanced Organizational Writing
Sebastian G.M. Händschke
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Sven Buechel
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Jan Goldenstein
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Philipp Poschmann
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Tinghui Duan
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Peter Walgenbach
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Udo Hahn
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http://svmlight.joachims.org
http://www.sec.gov/edgar.shtml
Field Of Study
Task
Language Understanding
Information Retrieval
Summarization
Machine Translation
Text Categorization
Language
English
Dataset
News
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