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Deep Language Classification for Relabeling of Financial News and its application in Stock Price Forecasting
Published on Nov 14, 201927 Views
This paper aims at assessing the performance of the transfer learning task consisting of training set of classiffiers on high frequency financial news data for 74 publicly traded companies, with domai
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Chapter list
Deep nlp for stock price forecasting00:00
News and Prices are Related00:14
Classifiers00:56
Corpora - 102:54
Corpora - 203:55
Classification task04:29
Word Embeddings04:49
Table - 105:11
Attributing Labels to πΆπ΅ - 106:08
Table - 206:52
Attributing Labels to πΆπ΅ - 207:43
Feature Vector Construction08:13
Forecasting with News Features - 108:56
Table - 309:54
A selection of predictions - 110:39
Table - 411:13
A selection of predictions - 211:41
Table - 512:07
Forecasting with News Features - 212:18
Thank you12:54