568 citations · 652 across the 12 of their papers we have counts for
Showing 2019Show all
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cs.LG2019★ 1 cited
SCRAM: Spatially Coherent Randomized Attention Maps
Dan A. Calian, Peter Roelants, Jacques Cali +4
Attention mechanisms and non-local mean operations in general are key ingredients in many state-of-the-art deep learning techniques. In particular, the Transformer model based on m…
cs.CL2019★ 39 cited
Market Trend Prediction using Sentiment Analysis: Lessons Learned and Paths Forward
Andrius Mudinas, Dell Zhang, Mark Levene
Financial market forecasting is one of the most attractive practical applications of sentiment analysis. In this paper, we investigate the potential of using sentiment \emph{attitu…