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Deep Multilingual Correlation for Improved Word Embeddings
Ang Lu
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Weiran Wang
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Mohit Bansal
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Kevin Gimpel
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Karen Livescu
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Paper Details:
Month: May–June
Year: 2015
Location: Denver, Colorado
Venue:
NAACL |
Citations
URL
Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization
Meng Zhang
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Yang Liu
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Huanbo Luan
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Yiqun Liu
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Maosong Sun
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Language classification from bilingual word embedding graphs
Steffen Eger
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Armin Hoenen
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Alexander Mehler
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Model-Free Context-Aware Word Composition
Bo An
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Xianpei Han
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Le Sun
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Diversity in Spectral Learning for Natural Language Parsing
Shashi Narayan
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Shay B. Cohen
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Learning principled bilingual mappings of word embeddings while preserving monolingual invariance
Mikel Artetxe
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Gorka Labaka
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Eneko Agirre
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Earth Mover’s Distance Minimization for Unsupervised Bilingual Lexicon Induction
Meng Zhang
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Yang Liu
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Huanbo Luan
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Maosong Sun
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Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding
Lifu Huang
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Kyunghyun Cho
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Boliang Zhang
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Heng Ji
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Kevin Knight
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NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings
Ndapa Nakashole
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Unsupervised Bilingual Lexicon Induction via Latent Variable Models
Zi-Yi Dou
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Zhi-Hao Zhou
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Shujian Huang
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Gromov-Wasserstein Alignment of Word Embedding Spaces
David Alvarez-Melis
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Tommi Jaakkola
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Unsupervised Cross-lingual Transfer of Word Embedding Spaces
Ruochen Xu
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Yiming Yang
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Naoki Otani
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Yuexin Wu
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Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction
Yova Kementchedjhieva
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Sebastian Ruder
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Ryan Cotterell
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Anders Søgaard
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Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification
Aditya Mogadala
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Achim Rettinger
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Sparse Bilingual Word Representations for Cross-lingual Lexical Entailment
Yogarshi Vyas
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Marine Carpuat
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Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings
Yuan Zhang
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David Gaddy
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Regina Barzilay
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Tommi Jaakkola
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Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders
Simon Šuster
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Ivan Titov
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Gertjan van Noord
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Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning
Yulia Tsvetkov
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Sunayana Sitaram
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Manaal Faruqui
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Guillaume Lample
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Patrick Littell
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David Mortensen
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Alan W Black
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Lori Levin
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Chris Dyer
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Cross-lingual Models of Word Embeddings: An Empirical Comparison
Shyam Upadhyay
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Manaal Faruqui
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Chris Dyer
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Dan Roth
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Adversarial Training for Unsupervised Bilingual Lexicon Induction
Meng Zhang
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Yang Liu
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Huanbo Luan
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Maosong Sun
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A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings
Mikel Artetxe
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Gorka Labaka
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Eneko Agirre
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Bridging Languages through Images with Deep Partial Canonical Correlation Analysis
Guy Rotman
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Ivan Vulić
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Roi Reichart
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Characterizing Departures from Linearity in Word Translation
Ndapa Nakashole
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Raphael Flauger
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Joint Prediction of Word Alignment with Alignment Types
Anahita Mansouri Bigvand
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Te Bu
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Anoop Sarkar
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Problems With Evaluation of Word Embeddings Using Word Similarity Tasks
Manaal Faruqui
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Yulia Tsvetkov
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Pushpendre Rastogi
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Chris Dyer
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Domain Adapted Word Embeddings for Improved Sentiment Classification
Prathusha Kameswara Sarma
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Yingyu Liang
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Bill Sethares
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No URLs Found
Field Of Study
Linguistic Trends
Embeddings
Task
Tagging
Approach
Deep Learning
Representation Learning
Unsupervised Learning
Language
Multilingual
English
Dataset
News
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