Inspired by the news-level attention (Hu et al., 2018), we weight messages with their respective salience in collective intelligence measurement.
we first project M t non-linearly to u t , the normalized attention weight over the corpus, where ζ(•) is the softmax function and W m,u ∈ R dm×dm , w u ∈ R dm×1 are model parameters.