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Learning Distributed Word Representations for Natural Logic Reasoning
Samuel R. Bowman, Christopher Potts, Christopher D. Manning
Natural logic offers a powerful relational conception of meaning that is a natural counterpart to distributed semantic representations, which have proven valuable in a wide range o…
Exploiting Social Network Structure for Person-to-Person Sentiment Analysis
Robert West, Hristo S. Paskov, Jure Leskovec +1
Person-to-person evaluations are prevalent in all kinds of discourse and important for establishing reputations, building social bonds, and shaping public opinion. Such evaluations…
Recursive Neural Networks Can Learn Logical Semantics
Samuel R. Bowman, Christopher Potts, Christopher D. Manning
Tree-structured recursive neural networks (TreeRNNs) for sentence meaning have been successful for many applications, but it remains an open question whether the fixed-length repre…