Neural Disambiguation of Causal Lexical Markers Based on Context

Eugenio Martínez‐Cámara, Vered Shwartz, Iryna Gurevych, Ido Dagan · TUbilio (Technical University of Darmstadt) · 2017

We propose a neural network architecture for the task of causality classification. We claim that the encoding of the meaning of a sentence is required for the disambiguation of its causal meaning. Our results show that our claim holds, and we outperform the state-of-the-art.

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