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Improving Vector Space Word Representations Using Multilingual Correlation
Manaal Faruqui
|
Chris Dyer
|
Paper Details:
Month: April
Year: 2014
Location: Gothenburg, Sweden
Venue:
EACL |
Citations
URL
Semi Supervised Preposition-Sense Disambiguation using Multilingual Data
Hila Gonen
|
Yoav Goldberg
|
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
|
Yiqun Liu
|
Maosong Sun
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Language classification from bilingual word embedding graphs
Steffen Eger
|
Armin Hoenen
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Alexander Mehler
|
evision PDF of 'Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort
Aldrian Obaja Muis
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Naoki Otani
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Nidhi Vyas
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Ruochen Xu
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Yiming Yang
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Teruko Mitamura
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Eduard Hovy
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Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora
Amir Hazem
|
Emmanuel Morin
|
Towards a unified framework for bilingual terminology extraction of single-word and multi-word terms
Jingshu Liu
|
Emmanuel Morin
|
Peña Saldarriaga
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Brighter than Gold: Figurative Language in User Generated Comparisons
Vlad Niculae
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Cristian Danescu-Niculescu-Mizil
|
Trans-gram, Fast Cross-lingual Word-embeddings
Jocelyn Coulmance
|
Jean-Marc Marty
|
Guillaume Wenzek
|
Amine Benhalloum
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Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing
Yuan Zhang
|
Regina Barzilay
|
Learning Crosslingual Word Embeddings without Bilingual Corpora
Long Duong
|
Hiroshi Kanayama
|
Tengfei Ma
|
Steven Bird
|
Trevor Cohn
|
Learning principled bilingual mappings of word embeddings while preserving monolingual invariance
Mikel Artetxe
|
Gorka Labaka
|
Eneko Agirre
|
Earth Mover’s Distance Minimization for Unsupervised Bilingual Lexicon Induction
Meng Zhang
|
Yang Liu
|
Huanbo Luan
|
Maosong Sun
|
Knowledge Distillation for Bilingual Dictionary Induction
Ndapandula Nakashole
|
Raphael Flauger
|
Cheap Translation for Cross-Lingual Named Entity Recognition
Stephen Mayhew
|
Chen-Tse Tsai
|
Dan Roth
|
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision
Yixin Cao
|
Lei Hou
|
Juanzi Li
|
Zhiyuan Liu
|
Chengjiang Li
|
Xu Chen
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Tiansi Dong
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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
|
Heng Ji
|
Kevin Knight
|
Unsupervised Multilingual Word Embeddings
Xilun Chen
|
Claire Cardie
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Improving Cross-Lingual Word Embeddings by Meeting in the Middle
Yerai Doval
|
Jose Camacho-Collados
|
Luis Espinosa-Anke
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Steven Schockaert
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Neural Cross-Lingual Named Entity Recognition with Minimal Resources
Jiateng Xie
|
Zhilin Yang
|
Graham Neubig
|
Noah A. Smith
|
Jaime Carbonell
|
NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings
Ndapa Nakashole
|
Unsupervised Bilingual Lexicon Induction via Latent Variable Models
Zi-Yi Dou
|
Zhi-Hao Zhou
|
Shujian Huang
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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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Gromov-Wasserstein Alignment of Word Embedding Spaces
David Alvarez-Melis
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Tommi Jaakkola
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Neural Adaptation Layers for Cross-domain Named Entity Recognition
Bill Yuchen Lin
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Wei Lu
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Unsupervised Cross-lingual Transfer of Word Embedding Spaces
Ruochen Xu
|
Yiming Yang
|
Naoki Otani
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Yuexin Wu
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XNLI: Evaluating Cross-lingual Sentence Representations
Alexis Conneau
|
Ruty Rinott
|
Guillaume Lample
|
Adina Williams
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Samuel Bowman
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Holger Schwenk
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Veselin Stoyanov
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Word Embeddings for Code-Mixed Language Processing
Adithya Pratapa
|
Monojit Choudhury
|
Sunayana Sitaram
|
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
Ivan Vulić
|
Douwe Kiela
|
Anna Korhonen
|
A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments
Omer Levy
|
Anders Søgaard
|
Yoav Goldberg
|
Cross-Lingual Word Embeddings for Low-Resource Language Modeling
Oliver Adams
|
Adam Makarucha
|
Graham Neubig
|
Steven Bird
|
Trevor Cohn
|
Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations
Geert Heyman
|
Ivan Vulić
|
Marie-Francine Moens
|
Analyzing Semantic Change in Japanese Loanwords
Hiroya Takamura
|
Ryo Nagata
|
Yoshifumi Kawasaki
|
URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors
Patrick Littell
|
David R. Mortensen
|
Ke Lin
|
Katherine Kairis
|
Carlisle Turner
|
Lori Levin
|
Cross-Lingual Syntactically Informed Distributed Word Representations
Ivan Vulić
|
Reranking Translation Candidates Produced by Several Bilingual Word Similarity Sources
Laurent Jakubina
|
Phillippe Langlais
|
Cross-Lingual Sentiment Analysis Without (Good) Translation
Mohamed Abdalla
|
Graeme Hirst
|
Bilingual Word Embeddings for Bilingual Terminology Extraction from Specialized Comparable Corpora
Amir Hazem
|
Emmanuel Morin
|
Multilingual Hierarchical Attention Networks for Document Classification
Nikolaos Pappas
|
Andrei Popescu-Belis
|
Injecting Word Embeddings with Another Language’s Resource : An Application of Bilingual Embeddings
Prakhar Pandey
|
Vikram Pudi
|
Manish Shrivastava
|
Multilingual Vector Representations of Words, Sentences, and Documents
Gerard de Melo
|
Accurate Cross-lingual Projection between Count-based Word Vectors by Exploiting Translatable Context Pairs
Shonosuke Ishiwatari
|
Nobuhiro Kaji
|
Naoki Yoshinaga
|
Masashi Toyoda
|
Masaru Kitsuregawa
|
Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding
Shoaib Jameel
|
Steven Schockaert
|
Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction
Yova Kementchedjhieva
|
Sebastian Ruder
|
Ryan Cotterell
|
Anders Søgaard
|
Augmenting English Adjective Senses with Supersenses
Yulia Tsvetkov
|
Nathan Schneider
|
Dirk Hovy
|
Archna Bhatia
|
Manaal Faruqui
|
Chris Dyer
|
Extending Monolingual Semantic Textual Similarity Task to Multiple Cross-lingual Settings
Yoshihiko Hayashi
|
Wentao Luo
|
Language adaptation experiments via cross-lingual embeddings for related languages
Serge Sharoff
|
Polish Corpus of Annotated Descriptions of Images
Alina Wróblewska
|
Deep Multilingual Correlation for Improved Word Embeddings
Ang Lu
|
Weiran Wang
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
|
Multiview LSA: Representation Learning via Generalized CCA
Pushpendre Rastogi
|
Benjamin Van Durme
|
Raman Arora
|
Normalized Word Embedding and Orthogonal Transform for Bilingual Word Translation
Chao Xing
|
Dong Wang
|
Chao Liu
|
Yiye Lin
|
Two/Too Simple Adaptations of Word2Vec for Syntax Problems
Wang Ling
|
Chris Dyer
|
Alan W. Black
|
Isabel Trancoso
|
Retrofitting Word Vectors to Semantic Lexicons
Manaal Faruqui
|
Jesse Dodge
|
Sujay Kumar Jauhar
|
Chris Dyer
|
Eduard Hovy
|
Noah A. Smith
|
Cross-lingual Wikification Using Multilingual Embeddings
Chen-Tse Tsai
|
Dan Roth
|
Visualizing and Understanding Neural Models in NLP
Jiwei Li
|
Xinlei Chen
|
Eduard Hovy
|
Dan Jurafsky
|
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification
Aditya Mogadala
|
Achim Rettinger
|
Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings
Yuan Zhang
|
David Gaddy
|
Regina Barzilay
|
Tommi Jaakkola
|
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders
Simon Šuster
|
Ivan Titov
|
Gertjan van Noord
|
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning
Yulia Tsvetkov
|
Sunayana Sitaram
|
Manaal Faruqui
|
Guillaume Lample
|
Patrick Littell
|
David Mortensen
|
Alan W Black
|
Lori Levin
|
Chris Dyer
|
Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation?
Abhik Jana
|
Pawan Goyal
|
Unsupervised Induction of Linguistic Categories with Records of Reading, Speaking, and Writing
Maria Barrett
|
Ana Valeria González-Garduño
|
Lea Frermann
|
Anders Søgaard
|
Evaluating bilingual word embeddings on the long tail
Fabienne Braune
|
Viktor Hangya
|
Tobias Eder
|
Alexander Fraser
|
The Emergence of Semantics in Neural Network Representations of Visual Information
Dhanush Dharmaretnam
|
Alona Fyshe
|
Metaphor Detection with Cross-Lingual Model Transfer
Yulia Tsvetkov
|
Leonid Boytsov
|
Anatole Gershman
|
Eric Nyberg
|
Chris Dyer
|
Learning Bilingual Word Representations by Marginalizing Alignments
Tomáš Kočiský
|
Karl Moritz Hermann
|
Phil Blunsom
|
Community Evaluation and Exchange of Word Vectors at wordvectors.org
Manaal Faruqui
|
Chris Dyer
|
Cross-lingual Dependency Parsing Based on Distributed Representations
Jiang Guo
|
Wanxiang Che
|
David Yarowsky
|
Haifeng Wang
|
Ting Liu
|
Sparse Overcomplete Word Vector Representations
Manaal Faruqui
|
Yulia Tsvetkov
|
Dani Yogatama
|
Chris Dyer
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Noah A. Smith
|
Lexicon Stratification for Translating Out-of-Vocabulary Words
Yulia Tsvetkov
|
Chris Dyer
|
Learning Cross-lingual Word Embeddings via Matrix Co-factorization
Tianze Shi
|
Zhiyuan Liu
|
Yang Liu
|
Maosong Sun
|
On the Role of Seed Lexicons in Learning Bilingual Word Embeddings
Ivan Vulić
|
Anna Korhonen
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Cross-lingual Models of Word Embeddings: An Empirical Comparison
Shyam Upadhyay
|
Manaal Faruqui
|
Chris Dyer
|
Dan Roth
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Jointly Learning to Embed and Predict with Multiple Languages
Daniel C. Ferreira
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André F. T. Martins
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Mariana S. C. Almeida
|
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization
Lucie Flekova
|
Iryna Gurevych
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Learning Multiview Embeddings of Twitter Users
Adrian Benton
|
Raman Arora
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Mark Dredze
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On the Linearity of Semantic Change: Investigating Meaning Variation via Dynamic Graph Models
Steffen Eger
|
Alexander Mehler
|
Multi-Modal Representations for Improved Bilingual Lexicon Learning
Ivan Vulić
|
Douwe Kiela
|
Stephen Clark
|
Marie-Francine Moens
|
Word Embeddings with Limited Memory
Shaoshi Ling
|
Yangqiu Song
|
Dan Roth
|
Cross-Lingual Word Representations via Spectral Graph Embeddings
Takamasa Oshikiri
|
Kazuki Fukui
|
Hidetoshi Shimodaira
|
Visualizing and Understanding Neural Machine Translation
Yanzhuo Ding
|
Yang Liu
|
Huanbo Luan
|
Maosong Sun
|
Adversarial Training for Unsupervised Bilingual Lexicon Induction
Meng Zhang
|
Yang Liu
|
Huanbo Luan
|
Maosong Sun
|
Mining Cross-Cultural Differences and Similarities in Social Media
Bill Yuchen Lin
|
Frank F. Xu
|
Kenny Zhu
|
Seung-won Hwang
|
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings
Mikel Artetxe
|
Gorka Labaka
|
Eneko Agirre
|
Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable
Viktor Hangya
|
Fabienne Braune
|
Alexander Fraser
|
Hinrich Schütze
|
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis
Guy Rotman
|
Ivan Vulić
|
Roi Reichart
|
A Multi-task Approach to Learning Multilingual Representations
Karan Singla
|
Dogan Can
|
Shrikanth Narayanan
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Characterizing Departures from Linearity in Word Translation
Ndapa Nakashole
|
Raphael Flauger
|
Neural Cross-Lingual Coreference Resolution And Its Application To Entity Linking
Gourab Kundu
|
Avi Sil
|
Radu Florian
|
Wael Hamza
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Addressing Noise in Multidialectal Word Embeddings
Alexander Erdmann
|
Nasser Zalmout
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Nizar Habash
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Polyglot Semantic Role Labeling
Phoebe Mulcaire
|
Swabha Swayamdipta
|
Noah A. Smith
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Multi-lingual Entity Discovery and Linking
Avi Sil
|
Heng Ji
|
Dan Roth
|
Silviu-Petru Cucerzan
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Encoding Prior Knowledge with Eigenword Embeddings
Dominique Osborne
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Shashi Narayan
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Shay B. Cohen
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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
|
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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Phrase Table Induction Using In-Domain Monolingual Data for Domain Adaptation in Statistical Machine Translation
Benjamin Marie
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Atsushi Fujita
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Joint Prediction of Word Alignment with Alignment Types
Anahita Mansouri Bigvand
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Te Bu
|
Anoop Sarkar
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Enriching Word Sense Embeddings with Translational Context
Mehdi Ghanimifard
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Richard Johansson
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CMU: Arc-Factored, Discriminative Semantic Dependency Parsing
Sam Thomson
|
Brendan O’Connor
|
Jeffrey Flanigan
|
David Bamman
|
Jesse Dodge
|
Swabha Swayamdipta
|
Nathan Schneider
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Chris Dyer
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Noah A. Smith
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A Hybrid Distributional and Knowledge-based Model of Lexical Semantics
Nikolaos Aletras
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Mark Stevenson
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The Limitations of Cross-language Word Embeddings Evaluation
Amir Bakarov
|
Roman Suvorov
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Ilya Sochenkov
|
Multilingual Reliability and “Semantic” Structure of Continuous Word Spaces
Maximilian Köper
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Christian Scheible
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Sabine Schulte im Walde
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Bilingual Word Representations with Monolingual Quality in Mind
Thang Luong
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Hieu Pham
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Christopher D. Manning
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Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders
Antonio Valerio Miceli Barone
|
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks
Manaal Faruqui
|
Yulia Tsvetkov
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Pushpendre Rastogi
|
Chris Dyer
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Automatic Verification and Augmentation of Multilingual Lexicons
Maryam Aminian
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Mohamed Al-Badrashiny
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Mona Diab
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Towards a continuous modeling of natural language domains
Sebastian Ruder
|
Parsa Ghaffari
|
John G. Breslin
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Automated WordNet Construction Using Word Embeddings
Mikhail Khodak
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Andrej Risteski
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Christiane Fellbaum
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Sanjeev Arora
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Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context
Shyam Upadhyay
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Kai-Wei Chang
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Matt Taddy
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Adam Kalai
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James Zou
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Learning Bilingual Projections of Embeddings for Vocabulary Expansion in Machine Translation
Pranava Swaroop Madhyastha
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Cristina España-Bonet
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Evaluation of word embeddings against cognitive processes: primed reaction times in lexical decision and naming tasks
Jeremy Auguste
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Arnaud Rey
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Benoit Favre
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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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Transferred Embeddings for Igbo Similarity, Analogy, and Diacritic Restoration Tasks
Ignatius Ezeani
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Ikechukwu Onyenwe
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Mark Hepple
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http://www.statmt.org/wmt11/
http://www.statmt.org/wmt12/
http://www.fit.vutbr.cz/
https://code.google.com/p/word2vec/
http://cs.cmu
Field Of Study