NLPExplorer

Using the Output Embedding to Improve Language Models

Ofir Press | Lior Wolf |

Paper Details:

Month: April
Year: 2017
Location: Valencia, Spain
Venue: EACL |

Citations

URL

Multi-Task Neural Models for Translating Between Styles Within and Across Languages
Xing Niu | Sudha Rao | Marine Carpuat |

Reproducing and Regularizing the SCRN Model
Olzhas Kabdolov | Zhenisbek Assylbekov | Rustem Takhanov |

Neural Machine Translation with Source-Side Latent Graph Parsing
Kazuma Hashimoto | Yoshimasa Tsuruoka |

Distinguishing Japanese Non-standard Usages from Standard Ones
Tatsuya Aoki | Ryohei Sasano | Hiroya Takamura | Manabu Okumura |

Rational Recurrences
Hao Peng | Roy Schwartz | Sam Thomson | Noah A. Smith |

How to represent a word and predict it, too: Improving tied architectures for language modelling
Kristina Gulordava | Laura Aina | Gemma Boleda |

Direct Output Connection for a High-Rank Language Model
Sho Takase | Jun Suzuki | Masaaki Nagata |

The Importance of Being Recurrent for Modeling Hierarchical Structure
Ke Tran | Arianna Bisazza | Christof Monz |

Attentive Language Models
Giancarlo Salton | Robert Ross | John Kelleher |

Input-to-Output Gate to Improve RNN Language Models
Sho Takase | Jun Suzuki | Masaaki Nagata |

Upping the Ante: Towards a Better Benchmark for Chinese-to-English Machine Translation
Christian Hadiwinoto | Hwee Tou Ng |

Improving Lexical Choice in Neural Machine Translation
Toan Nguyen | David Chiang |

Reusing Weights in Subword-Aware Neural Language Models
Zhenisbek Assylbekov | Rustem Takhanov |

Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context
Urvashi Khandelwal | He He | Peng Qi | Dan Jurafsky |

Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search
Jamie Kiros | William Chan | Geoffrey Hinton |

Low-Rank RNN Adaptation for Context-Aware Language Modeling
Aaron Jaech | Mari Ostendorf |

Neural Lattice Language Models
Jacob Buckman | Graham Neubig |

Neural Machine Translation Techniques for Named Entity Transliteration
Roman Grundkiewicz | Kenneth Heafield |

The Annotated Transformer
Alexander Rush |

Inducing Grammars with and for Neural Machine Translation
Yonatan Bisk | Ke Tran |

Bi-Directional Neural Machine Translation with Synthetic Parallel Data
Xing Niu | Michael Denkowski | Marine Carpuat |

Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning
Genta Indra Winata | Andrea Madotto | Chien-Sheng Wu | Pascale Fung |

Coreference and Coherence in Neural Machine Translation: A Study Using Oracle Experiments
Dario Stojanovski | Alexander Fraser |

Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation
Nikolaos Pappas | Lesly Miculicich | James Henderson |

Input Combination Strategies for Multi-Source Transformer Decoder
Jindřich Libovický | Jindřich Helcl | David Mareček |

Microsoft’s Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data
Marcin Junczys-Dowmunt |

The University of Maryland’s Chinese-English Neural Machine Translation Systems at WMT18
Weijia Xu | Marine Carpuat |

CUNI System for the WMT18 Multimodal Translation Task
Jindřich Helcl | Jindřich Libovický | Dušan Variš |

Field Of Study

Linguistic Trends

Embeddings

Task

Machine Translation

Language

English French

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