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The Gated Three-Tower Transformer (GT3) is a transformer-based model designed to integrate numerical market data with textual information from social sources to enhance the accuracy of stock market predictions. [12] Since NNs require training and can have a large parameter space; it is useful to optimize the network for optimal predictive ability.
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India Today is a weekly Indian English-language news magazine published by Living Media India Limited. [3] [4] It is the most widely circulated magazine in India, with a readership of close to 8 million. [5] In 2014, India Today launched a new online opinion-orientated site called the DailyO. [6]
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The states represent whether a hypothetical stock market is exhibiting a bull market, bear market, or stagnant market trend during a given week. According to the figure, a bull week is followed by another bull week 90% of the time, a bear week 7.5% of the time, and a stagnant week the other 2.5% of the time.
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