NLPExplorer

Learning Bilingual Word Representations by Marginalizing Alignments

Tomáš Kočiský | Karl Moritz Hermann | Phil Blunsom |

Month: June
Year: 2014
Location: Baltimore, Maryland
Venue: ACL |

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

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 |

Multilingual Vector Representations of Words, Sentences, and Documents
Gerard de Melo |

Normalized Word Embedding and Orthogonal Transform for Bilingual Word Translation
Chao Xing | Dong Wang | Chao Liu | Yiye Lin |

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

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

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

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 |

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 |

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 |

Cross-lingual alignment transfer: a chicken-and-egg story?
Lauriane Aufrant | Guillaume Wisniewski | François Yvon |

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 |

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Embeddings

Semantic Parsing Information Retrieval Sentiment Analysis Machine Translation

Representation Learning

Multilingual Chinese English French

From Raw Text to Universal Dependencies - Look, No Tags!

Knowledge-Rich Morphological Priors for Bayesian Language Models

Victor Chahuneau | Noah A. Smith | Chris Dyer |

One-Shot Neural Cross-Lingual Transfer for Paradigm Completion

Katharina Kann | Ryan Cotterell | Hinrich Schütze |

Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP

Edoardo Maria Ponti | Roi Reichart | Anna Korhonen | Ivan Vulić |

A Comparative Study of Minimally Supervised Morphological Segmentation