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Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

AbstractThis paper deals with using word embedding models to trace the temporal dynamics of semantic relations between pairs of words. The set-up is similar to the well-known analogies task, but …...

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Reconstructing Capsule Networks for Zero-shot Intent Classification

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractIntent classification is an important building block of dialogue systems. With the burgeoning of conversational AI, existing systems are not capable of handling numerous fast-emerging intents, which motivates zero-shot intent …...

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