NLPExplorer

What’s in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation

Arne Köhn |

Month: September
Year: 2015
Location: Lisbon, Portugal
Venue: EMNLP |
SIG: SIGDAT

The Lazy Encoder: A Fine-Grained Analysis of the Role of Morphology in Neural Machine Translation
Arianna Bisazza | Clara Tump |

Intrinsic Subspace Evaluation of Word Embedding Representations
Yadollah Yaghoobzadeh | Hinrich Schütze |

Analysis Methods in Neural Language Processing: A Survey
Yonatan Belinkov | James Glass |

Evaluating Embeddings using Syntax-based Classification Tasks as a Proxy for Parser Performance
Arne Köhn |

Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing
Yadollah Yaghoobzadeh | Katharina Kann | Hinrich Schütze |

Probing sentence embeddings for structure-dependent tense
Geoff Bacon | Terry Regier |

Portable, layer-wise task performance monitoring for NLP models
Tom Lippincott |

Embeddings

Tagging Machine Translation

English French

Enriching Word Vectors with Subword Information

Piotr Bojanowski | Edouard Grave | Armand Joulin | Tomas Mikolov |

A Comparative Study of Minimally Supervised Morphological Segmentation

Knowledge-Rich Morphological Priors for Bayesian Language Models

Victor Chahuneau | Noah A. Smith | Chris Dyer |

A Survey of Arabic Named Entity Recognition and Classification

Khaled Shaalan |