16 citations · 19 across the 7 of their papers we have counts for
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cs.CL2019★ 2 cited
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics
Alexandre Salle, Aline Villavicencio
In distributional semantics, the pointwise mutual information () weighting of the cooccurrence matrix performs far better than raw counts. There is, however, an issue…
cs.CL2019
Think Again Networks and the Delta Loss
Alexandre Salle, Marcelo Prates
This short paper introduces an abstraction called Think Again Networks (ThinkNet) which can be applied to any state-dependent function (such as a recurrent neural network).