NLPExplorer

Improving historical spelling normalization with bi-directional LSTMs and multi-task learning

Marcel Bollmann | Anders Søgaard |

Month: December
Year: 2016
Location: Osaka, Japan
Venue: COLING |

An Evaluation of Neural Machine Translation Models on Historical Spelling Normalization
Gongbo Tang | Fabienne Cap | Eva Pettersson | Joakim Nivre |

Killing Four Birds with Two Stones: Multi-Task Learning for Non-Literal Language Detection
Erik-Lân Do Dinh | Steffen Eger | Iryna Gurevych |

Identifying beneficial task relations for multi-task learning in deep neural networks
Joachim Bingel | Anders Søgaard |

Evaluating Historical Text Normalization Systems: How Well Do They Generalize?
Alexander Robertson | Sharon Goldwater |

Learning attention for historical text normalization by learning to pronounce
Marcel Bollmann | Joachim Bingel | Anders Søgaard |

Multi-Task Learning of Keyphrase Boundary Classification
Isabelle Augenstein | Anders Søgaard |

Multitask Parsing Across Semantic Representations
Daniel Hershcovich | Omri Abend | Ari Rappoport |

Normalizing Medieval German Texts: from rules to deep learning
Natalia Korchagina |

Multi-task learning for historical text normalization: Size matters
Marcel Bollmann | Anders Søgaard | Joachim Bingel |

PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection
Steffen Eger | Andreas Rücklé | Iryna Gurevych |

Embeddings

Named Entity Recognition Semantic Similarity Machine Translation

English

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

Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP

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

Improving Arabic-Chinese Statistical Machine Translation using English as Pivot Language

Nizar Habash | Jun Hu |

One-Shot Neural Cross-Lingual Transfer for Paradigm Completion

Katharina Kann | Ryan Cotterell | Hinrich Schütze |

A Comparative Study of Minimally Supervised Morphological Segmentation