NLPExplorer

Inducing Crosslingual Distributed Representations of Words

Alexandre Klementiev | Ivan Titov | Binod Bhattarai |

Paper Details:

Month: December
Year: 2012
Location: Mumbai, India
Venue: COLING |

Citations

URL

Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources
Jiang Guo | Wanxiang Che | Haifeng Wang | Ting Liu |

Exploring Distributional Representations and Machine Translation for Aspect-based Cross-lingual Sentiment Classification.
Jeremy Barnes | Patrik Lambert | Toni Badia |

A Distribution-based Model to Learn Bilingual Word Embeddings
Hailong Cao | Tiejun Zhao | Shu Zhang | Yao Meng |

Language classification from bilingual word embedding graphs
Steffen Eger | Armin Hoenen | Alexander Mehler |

Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps
Nobuyuki Shimizu | Na Rong | Takashi Miyazaki |

Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data
Ivan Vulić | Marie-Francine Moens |

Trans-gram, Fast Cross-lingual Word-embeddings
Jocelyn Coulmance | Jean-Marc Marty | Guillaume Wenzek | Amine Benhalloum |

Attention-based LSTM Network for Cross-Lingual Sentiment Classification
Xinjie Zhou | Xiaojun Wan | Jianguo Xiao |

Knowledge Distillation for Bilingual Dictionary Induction
Ndapandula Nakashole | Raphael Flauger |

Unsupervised Multilingual Word Embeddings
Xilun Chen | Claire Cardie |

CLUSE: Cross-Lingual Unsupervised Sense Embeddings
Ta-Chung Chi | Yun-Nung Chen |

NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings
Ndapa Nakashole |

Learning Unsupervised Word Translations Without Adversaries
Tanmoy Mukherjee | Makoto Yamada | Timothy Hospedales |

Improving Vector Space Word Representations Using Multilingual Correlation
Manaal Faruqui | Chris Dyer |

A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments
Omer Levy | Anders Søgaard | Yoav Goldberg |

Cross-Lingual Syntactically Informed Distributed Word Representations
Ivan Vulić |

Cross-Lingual Sentiment Analysis Without (Good) Translation
Mohamed Abdalla | Graeme Hirst |

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 |

Cross-Language Authorship Attribution
Dasha Bogdanova | Angeliki Lazaridou |

Neural Scoring Function for MST Parser
Jindřich Libovický |

Language adaptation experiments via cross-lingual embeddings for related languages
Serge Sharoff |

A Corpus for Multilingual Document Classification in Eight Languages
Holger Schwenk | Xian Li |

Simple task-specific bilingual word embeddings
Stephan Gouws | Anders Søgaard |

Bilingual lexicon extraction for a distant language pair using a small parallel corpus
Ximena Gutierrez-Vasques |

Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning
Janarthanan Rajendran | Mitesh M. Khapra | Sarath Chandar | Balaraman Ravindran |

Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification
Aditya Mogadala | Achim Rettinger |

Sparse Bilingual Word Representations for Cross-lingual Lexical Entailment
Yogarshi Vyas | Marine Carpuat |

Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders
Simon Šuster | Ivan Titov | Gertjan van Noord |

Deep Generative Model for Joint Alignment and Word Representation
Miguel Rios | Wilker Aziz | Khalil Sima’an |

Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation
Shudong Hao | Jordan Boyd-Graber | Michael J. Paul |

Multilingual Models for Compositional Distributed Semantics
Karl Moritz Hermann | Phil Blunsom |

evision PDF of 'Semantic Frame Identification with Distributed Word Representations
Karl Moritz Hermann | Dipanjan Das | Jason Weston | Kuzman Ganchev |

Learning Bilingual Word Representations by Marginalizing Alignments
Tomáš Kočiský | Karl Moritz Hermann | Phil Blunsom |

Cross-lingual Model Transfer Using Feature Representation Projection
Mikhail Kozhevnikov | Ivan Titov |

Unifying Bayesian Inference and Vector Space Models for Improved Decipherment
Qing Dou | Ashish Vaswani | Kevin Knight | Chris Dyer |

Learning Cross-lingual Word Embeddings via Matrix Co-factorization
Tianze Shi | Zhiyuan Liu | Yang Liu | Maosong Sun |

Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction
Ivan Vulić | Marie-Francine Moens |

On the Role of Seed Lexicons in Learning Bilingual Word Embeddings
Ivan Vulić | Anna Korhonen |

Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning
Xinjie Zhou | Xiaojun Wan | Jianguo Xiao |

Cross-lingual Models of Word Embeddings: An Empirical Comparison
Shyam Upadhyay | Manaal Faruqui | Chris Dyer | Dan Roth |

Jointly Learning to Embed and Predict with Multiple Languages
Daniel C. Ferreira | André F. T. Martins | Mariana S. C. Almeida |

The State of the Art in Semantic Representation
Omri Abend | Ari Rappoport |

Mining Cross-Cultural Differences and Similarities in Social Media
Bill Yuchen Lin | Frank F. Xu | Kenny Zhu | Seung-won Hwang |

On the Limitations of Unsupervised Bilingual Dictionary Induction
Anders Søgaard | Sebastian Ruder | Ivan Vulić |

A Multi-task Approach to Learning Multilingual Representations
Karan Singla | Dogan Can | Shrikanth Narayanan |

Characterizing Departures from Linearity in Word Translation
Ndapa Nakashole | Raphael Flauger |

Polyglot Semantic Role Labeling
Phoebe Mulcaire | Swabha Swayamdipta | Noah A. Smith |

Crosslingual and Multilingual Construction of Syntax-Based Vector Space Models
Jason Utt | Sebastian Padó |

Learning to Understand Phrases by Embedding the Dictionary
Felix Hill | Kyunghyun Cho | Anna Korhonen | Yoshua Bengio |

Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings
Hanan Aldarmaki | Mahesh Mohan | Mona Diab |

Enriching Word Sense Embeddings with Translational Context
Mehdi Ghanimifard | Richard Johansson |

FBK HLT-MT at SemEval-2016 Task 1: Cross-lingual Semantic Similarity Measurement Using Quality Estimation Features and Compositional Bilingual Word Embeddings
Duygu Ataman | José G. C. de Souza | Marco Turchi | Matteo Negri |

GWU NLP at SemEval-2016 Shared Task 1: Matrix Factorization for Crosslingual STS
Hanan Aldarmaki | Mona Diab |

Distributed Word Representation Learning for Cross-Lingual Dependency Parsing
Min Xiao | Yuhong Guo |

Learning Distributed Representations for Multilingual Text Sequences
Hieu Pham | Thang Luong | Christopher Manning |

Bilingual Word Representations with Monolingual Quality in Mind
Thang Luong | Hieu Pham | Christopher D. Manning |

Learning Cross-lingual Representations with Matrix Factorization
Hanan Aldarmaki | Mona Diab |

Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders
Antonio Valerio Miceli Barone |

The TALP–UPC Spanish–English WMT Biomedical Task: Bilingual Embeddings and Char-based Neural Language Model Rescoring in a Phrase-based System
Marta R. Costa-jussà | Cristina España-Bonet | Pranava Madhyastha | Carlos Escolano | José A. R. Fonollosa |

Learning Bilingual Projections of Embeddings for Vocabulary Expansion in Machine Translation
Pranava Swaroop Madhyastha | Cristina España-Bonet |

Learning Joint Multilingual Sentence Representations with Neural Machine Translation
Holger Schwenk | Matthijs Douze |

Cross-Lingual Content Scoring
Andrea Horbach | Sebastian Stennmanns | Torsten Zesch |

Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base
Vishal Gupta | Manoj Chinnakotla | Manish Shrivastava |

Transferred Embeddings for Igbo Similarity, Analogy, and Diacritic Restoration Tasks
Ignatius Ezeani | Ikechukwu Onyenwe | Mark Hepple |

Semi-automatic Filtering of Translation Errors in Triangle Corpus
Sung-Kwon Choi | Jong-Hun Shin | Young-Gil Kim |

http://www.ml4nlp

Field Of Study

Linguistic Trends

Distributional Semantics Embeddings

Task

Syntactic Parsing Information Retrieval Sentiment Analysis Machine Translation

Language

Multilingual English

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