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Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen
Aleksandr Drozd
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Anna Gladkova
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Satoshi Matsuoka
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Paper Details:
Month: December
Year: 2016
Location: Osaka, Japan
Venue:
COLING |
Citations
URL
Relation Induction in Word Embeddings Revisited
Zied Bouraoui
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Shoaib Jameel
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Steven Schockaert
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Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection
Huda Hakami
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Kohei Hayashi
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Danushka Bollegala
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What’s in Your Embedding, And How It Predicts Task Performance
Anna Rogers
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Shashwath Hosur Ananthakrishna
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Anna Rumshisky
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Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings
Bofang Li
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Tao Liu
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Zhe Zhao
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Buzhou Tang
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Aleksandr Drozd
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Anna Rogers
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Xiaoyong Du
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Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP)
Trevor Cohen
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Dominic Widdows
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Unsupervised Learning of Distributional Relation Vectors
Shoaib Jameel
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Zied Bouraoui
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Steven Schockaert
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Discovering Implicit Knowledge with Unary Relations
Michael Glass
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Alfio Gliozzo
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What Analogies Reveal about Word Vectors and their Compositionality
Gregory Finley
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Stephanie Farmer
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Serguei Pakhomov
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UNAM at SemEval-2018 Task 10: Unsupervised Semantic Discriminative Attribute Identification in Neural Word Embedding Cones
Ignacio Arroyo-Fernández
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Ivan Meza
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Carlos-Francisco Méndez-Cruz
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Unsupervised Mining of Analogical Frames by Constraint Satisfaction
Lance De Vine
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Shlomo Geva
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Peter Bruza
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Traversal-Free Word Vector Evaluation in Analogy Space
Xiaoyin Che
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Nico Ring
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Willi Raschkowski
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Haojin Yang
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Christoph Meinel
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Subword-level Composition Functions for Learning Word Embeddings
Bofang Li
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Aleksandr Drozd
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Tao Liu
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Xiaoyong Du
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Subcharacter Information in Japanese Embeddings: When Is It Worth It?
Marzena Karpinska
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Bofang Li
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Anna Rogers
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Aleksandr Drozd
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Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell
Pia Sommerauer
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Antske Fokkens
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http://vsm.blackbird.pw
http://vsm.blackbird.pw/bats
Field Of Study
Linguistic Trends
Embeddings
Morphology
Task
Morphological Analysis
Word Sense Disambiguation
Language
English
Dataset
Encyclopedia
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