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Using NLP on news headlines to predict index trends
June 22, 2018 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
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Authors
Marc Velay, Fabrice Daniel
arXiv ID
1806.09533
Category
cs.CL: Computation & Language
Cross-listed
cs.LG,
stat.ML
Citations
10
Venue
arXiv.org
Last Checked
5 months ago
Abstract
This paper attempts to provide a state of the art in trend prediction using news headlines. We present the research done on predicting DJIA trends using Natural Language Processing. We will explain the different algorithms we have used as well as the various embedding techniques attempted. We rely on statistical and deep learning models in order to extract information from the corpuses.
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