TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK
Hypernym Discovery	General	balAPInc	MAP	1.36	# 8
Hypernym Discovery	General	balAPInc	MRR	3.18	# 8
Hypernym Discovery	General	balAPInc	P@5	1.30	# 8
Hypernym Discovery	Medical domain	balAPInc	MAP	0.91	# 8
Hypernym Discovery	Medical domain	balAPInc	MRR	2.10	# 8
Hypernym Discovery	Medical domain	balAPInc	P@5	1.08	# 8
Hypernym Discovery	Music domain	balAPInc	MAP	1.95	# 7
Hypernym Discovery	Music domain	balAPInc	MRR	5.01	# 7
Hypernym Discovery	Music domain	balAPInc	P@5	2.15	# 7

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Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection

EACL 2017 • Vered Shwartz • Enrico Santus • Dominik Schlechtweg

The fundamental role of hypernymy in NLP has motivated the development of many methods for the automatic identification of this relation, most of which rely on word distribution. We investigate an extensive number of such unsupervised measures, using several distributional semantic models that differ by context type and feature weighting... (read more)

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vered1986/UnsupervisedHypernymy official

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HYPERNYM DISCOVERY

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SemEval-2018 Task 9: Hypernym Discovery

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Ranked #7 on Hypernym Discovery on Music domain

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TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	BENCHMARK
Hypernym Discovery	General	balAPInc	MAP	1.36	# 8	Compare
			MRR	3.18	# 8	Compare
			P@5	1.30	# 8	Compare
Hypernym Discovery	Medical domain	balAPInc	MAP	0.91	# 8	Compare
			MRR	2.10	# 8	Compare
			P@5	1.08	# 8	Compare
Hypernym Discovery	Music domain	balAPInc	MAP	1.95	# 7	Compare
			MRR	5.01	# 7	Compare
			P@5	2.15	# 7	Compare

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