Negative Sampling Improves Hypernymy Extraction Based on Projection Learning

EACL 2017 Dmitry UstalovNikolay ArefyevChris BiemannAlexander Panchenko

We present a new approach to extraction of hypernyms based on projection learning and word embeddings. In contrast to classification-based approaches, projection-based methods require no candidate hyponym-hypernym pairs... (read more)

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