NLPExplorer

Cross-lingual Models of Word Embeddings: An Empirical Comparison

Shyam Upadhyay | Manaal Faruqui | Chris Dyer | Dan Roth |

Month: August
Year: 2016
Location: Berlin, Germany
Venue: ACL |

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

Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!
Steffen Eger | Johannes Daxenberger | Christian Stab | Iryna Gurevych |

Automatically Creating a Lexicon of Verbal Polarity Shifters: Mono- and Cross-lingual Methods for German
Marc Schulder | Michael Wiegand | Josef Ruppenhofer |

Multilingual Neural Machine Translation with Task-Specific Attention
Graeme Blackwood | Miguel Ballesteros | Todd Ward |

Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance
Yftah Ziser | Roi Reichart |

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

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

Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations
Geert Heyman | Ivan Vulić | Marie-Francine Moens |

Cross-Lingual Syntactically Informed Distributed Word Representations
Ivan Vulić |

Improving Neural Knowledge Base Completion with Cross-Lingual Projections
Patrick Klein | Simone Paolo Ponzetto | Goran Glavaš |

Reranking Translation Candidates Produced by Several Bilingual Word Similarity Sources
Laurent Jakubina | Phillippe Langlais |

Cross-language Learning with Adversarial Neural Networks
Shafiq Joty | Preslav Nakov | Lluís Màrquez | Israa Jaradat |

Lexical and Semantic Features for Cross-lingual Text Reuse Classification: an Experiment in English and Latin Paraphrases
Maria Moritz | David Steding |

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 |

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

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 |

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

UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes?
Alexander Zhang | Marine Carpuat |

Redefining Context Windows for Word Embedding Models: An Experimental Study
Pierre Lison | Andrey Kutuzov |

Toward Pan-Slavic NLP: Some Experiments with Language Adaptation
Serge Sharoff |

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

Using Embeddings to Compare FrameNet Frames Across Languages
Jennifer Sikos | Sebastian Padó |

Embeddings Syntax

Multilingual Chinese English French

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Abdulhadi Shoufan | Sumaya Alameri |

Sentiment after Translation: A Case-Study on Arabic Social Media Posts

Mohammad Salameh | Saif Mohammad | Svetlana Kiritchenko |

Semi-supervised Structured Prediction with Neural CRF Autoencoder

A Survey of Arabic Named Entity Recognition and Classification

Khaled Shaalan |