Supervised Distributional Hypernym Discovery via Domain Adaptation

EMNLP 2016 · Luis Espinosa-Anke, Jose Camacho-Collados, Claudio Delli Bovi, Horacio Saggion ·

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Tasks

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Domain Adaptation

Hypernym Discovery

Information Retrieval

Knowledge Graphs

Natural Language Inference

Open Information Extraction

Question Answering

Word Sense Disambiguation

Datasets

SemEval-2018 Task-9

Results from the Paper

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Ranked #2 on Hypernym Discovery on General

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Task	Dataset	Model	Metric Name	Metric Value	Global Rank	Benchmark
Hypernym Discovery	General	vTE	MAP	10.60	# 2	Compare
			MRR	23.83	# 2	Compare
			P@5	9.91	# 2	Compare
Hypernym Discovery	Medical domain	vTE	MAP	18.84	# 4	Compare
			MRR	41.07	# 2	Compare
			P@5	20.71	# 4	Compare
Hypernym Discovery	Music domain	vTE	MAP	12.99	# 4	Compare
			MRR	39.36	# 4	Compare
			P@5	12.41	# 4	Compare

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