2.7k citations · 6.8k across the 64 of their papers we have counts for
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Multilingual Distributed Representations without Word Alignment
Karl Moritz Hermann, Phil Blunsom
Distributed representations of meaning are a natural way to encode covariance relationships between words and phrases in NLP. By overcoming data sparsity problems, as well as provi…
Recurrent Convolutional Neural Networks for Discourse Compositionality
Nal Kalchbrenner, Phil Blunsom
The compositionality of meaning extends beyond the single sentence. Just as words combine to form the meaning of sentences, so do sentences combine to form the meaning of paragraph…
"Not not bad" is not "bad": A distributional account of negation
Karl Moritz Hermann, Edward Grefenstette, Phil Blunsom
With the increasing empirical success of distributional models of compositional semantics, it is timely to consider the types of textual logic that such models are capable of captu…