Obviously the title is a headline grabber, otherwise why would I click to read the contents. However the contents is reasonably far fetched from what I expected it to be. Instead of anticipating an excellent stable case examine backed with reliable figures on what might set off a bigger international crisis, I acquired a write-up of a public funding seminar by a certain particular person from an investment organization. Big disappointment there!
Worries over financial investments hammered even the properly-regarded Wall Street companies of Goldman Sachs, whose shares fell nearly 14 p.c, to $114.50, and Morgan Stanley, whose shares dropped more than 24 percent, to $21.75. Now, each companies are reconsidering what their finest methods may be in such a fearful market. Money market funds braced for doable fallout from the disclosure that one large fund’s net assets fell below $1 a share, as a result of it had held … Read more
Abstract: This paper discusses the approach taken by the UWaterloo staff to arrive at a solution for the Fine-Grained Sentiment Analysis drawback posed by Task 5 of SemEval 2017. The paper describes the doc vectorization and sentiment score prediction methods used, in addition to the design and implementation decisions taken whereas constructing the system for this job. The system uses textual content vectorization fashions, corresponding to N-gram, TF-IDF and paragraph embeddings, coupled with regression model variants to predict the sentiment scores. Amongst the strategies examined, unigrams and bigrams coupled with simple linear regression obtained one of the best baseline accuracy. The paper also explores data augmentation methods to complement the training dataset. This system was designed for Subtask 2 (News Statements and Headlines).
The financial disaster entered a doubtlessly harmful new section on Wednesday when many credit markets stopped working usually as traders around the globe frantically moved their money into the safest investments, like Treasury payments.
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