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Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning
Angeliki Lazaridou
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Georgiana Dinu
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Marco Baroni
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Paper Details:
Month: July
Year: 2015
Location: Beijing, China
Venue:
ACL |
IJCNLP |
Citations
URL
Exploring Distributional Representations and Machine Translation for Aspect-based Cross-lingual Sentiment Classification.
Jeremy Barnes
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Patrik Lambert
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Toni Badia
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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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Hierarchical Embeddings for Hypernymy Detection and Directionality
Kim Anh Nguyen
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Maximilian Köper
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Sabine Schulte im Walde
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Ngoc Thang Vu
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Zero-Shot Activity Recognition with Verb Attribute Induction
Rowan Zellers
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Yejin Choi
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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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Knowledge Distillation for Bilingual Dictionary Induction
Ndapandula Nakashole
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Raphael Flauger
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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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A Discriminative Latent-Variable Model for Bilingual Lexicon Induction
Sebastian Ruder
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Ryan Cotterell
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Yova Kementchedjhieva
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Anders Søgaard
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NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings
Ndapa Nakashole
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Learning Unsupervised Word Translations Without Adversaries
Tanmoy Mukherjee
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Makoto Yamada
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Timothy Hospedales
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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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Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations
Geert Heyman
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Ivan Vulić
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Marie-Francine Moens
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Cross-Lingual Syntactically Informed Distributed Word Representations
Ivan Vulić
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Unsupervised Sentence Compression using Denoising Auto-Encoders
Thibault Fevry
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Jason Phang
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Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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Evaluating bilingual word embeddings on the long tail
Fabienne Braune
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Viktor Hangya
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Tobias Eder
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Alexander Fraser
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On the Role of Seed Lexicons in Learning Bilingual Word Embeddings
Ivan Vulić
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Anna Korhonen
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Multi-Modal Representations for Improved Bilingual Lexicon Learning
Ivan Vulić
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Douwe Kiela
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Stephen Clark
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Marie-Francine Moens
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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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Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable
Viktor Hangya
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Fabienne Braune
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Alexander Fraser
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Hinrich Schütze
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Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages
Jeremy Barnes
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Roman Klinger
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Sabine Schulte im Walde
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Characterizing Departures from Linearity in Word Translation
Ndapa Nakashole
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Raphael Flauger
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Do Neural Network Cross-Modal Mappings Really Bridge Modalities?
Guillem Collell
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Marie-Francine Moens
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Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Nikola Mrkšić
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Ivan Vulić
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Diarmuid Ó Séaghdha
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Ira Leviant
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Roi Reichart
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Milica Gašić
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Anna Korhonen
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Steve Young
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Improving Zero-Shot-Learning for German Particle Verbs by using Training-Space Restrictions and Local Scaling
Maximilian Köper
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Sabine Schulte im Walde
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Max Kisselew
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Sebastian Padó
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https://code.google.com/p/word2vec/
http://wacky.sslmit.unibo
http://www.natcorp.ox.ac.uk
http://opus.lingfil.uu.se/
http://www.iclr.cc/doku.php?id=
Field Of Study
Linguistic Trends
Distributional Semantics
Task
Tagging
Syntactic Parsing
Semantic Similarity
Machine Translation
Language
English
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