NLPExplorer

Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning

Tobias Domhan | Felix Hieber |

Month: September
Year: 2017
Location: Copenhagen, Denmark
Venue: EMNLP |

A Survey of Domain Adaptation for Neural Machine Translation
Chenhui Chu | Rui Wang |

Understanding Back-Translation at Scale
Sergey Edunov | Myle Ott | Michael Auli | David Grangier |

Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text?
Eylon Shoshan | Kira Radinsky |

Learning to Actively Learn Neural Machine Translation
Ming Liu | Wray Buntine | Gholamreza Haffari |

Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning Approach
Poorya Zaremoodi | Gholamreza Haffari |

A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling
Ying Lin | Shengqi Yang | Veselin Stoyanov | Heng Ji |

Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation
Poorya Zaremoodi | Wray Buntine | Gholamreza Haffari |

Enhancement of Encoder and Attention Using Target Monolingual Corpora in Neural Machine Translation
Kenji Imamura | Atsushi Fujita | Eiichiro Sumita |

Using Monolingual Data in Neural Machine Translation: a Systematic Study
Franck Burlot | François Yvon |

Simple Fusion: Return of the Language Model
Felix Stahlberg | James Cross | Veselin Stoyanov |

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Expectation-Regulated Neural Model for Event Mention Extraction

Ching-Yun Chang | Zhiyang Teng | Yue Zhang |

Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora

Andrius Mudinas | Dell Zhang | Mark Levene |

A Joint Model of Conversational Discourse Latent Topics on Microblogs

Jing Li | Yan Song | Zhongyu Wei | Kam-Fai Wong |

Argumentation Mining in User-Generated Web Discourse

Ivan Habernal | Iryna Gurevych |