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Negative Sampling Improves Hypernymy Extraction Based on Projection Learning
Dmitry Ustalov
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Nikolay Arefyev
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Chris Biemann
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Alexander Panchenko
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Paper Details:
Month: April
Year: 2017
Location: Valencia, Spain
Venue:
EACL |
Citations
URL
A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances
Chengyu Wang
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Xiaofeng He
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Aoying Zhou
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Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings
Hong-You Chen
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Cheng-Syuan Lee
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Keng-Te Liao
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Shou-De Lin
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Improving Hypernymy Extraction with Distributional Semantic Classes
Alexander Panchenko
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Dmitry Ustalov
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Stefano Faralli
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Simone P. Ponzetto
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Chris Biemann
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CRIM at SemEval-2018 Task 9: A Hybrid Approach to Hypernym Discovery
Gabriel Bernier-Colborne
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Caroline Barrière
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The Effect of Negative Sampling Strategy on Capturing Semantic Similarity in Document Embeddings
Marzieh Saeidi
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Ritwik Kulkarni
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Theodosia Togia
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Michele Sama
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http://github.com/nlpub/projlearn
https://www.tensorflow.org
http://www.wiktionary.org
https://github.com/cental/patternsim
Field Of Study
Linguistic Trends
Embeddings
Task
Relation Extraction
Question Answering
Language
English
Dataset
News
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