Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering EACL

Gautier Izacard | Edouard Grave |

Self-training Improves Pre-training for Natural Language Understanding NAACL

Jingfei Du | Edouard Grave | Beliz Gunel | Vishrav Chaudhary | Onur Celebi | Michael Auli | Veselin Stoyanov | Alexis Conneau |

CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web ACL IJCNLP

Holger Schwenk | Guillaume Wenzek | Sergey Edunov | Edouard Grave | Armand Joulin | Angela Fan |

Unsupervised Cross-lingual Representation Learning at Scale ACL

Alexis Conneau | Kartikay Khandelwal | Naman Goyal | Vishrav Chaudhary | Guillaume Wenzek | Francisco Guzmán | Edouard Grave | Myle Ott | Luke Zettlemoyer | Veselin Stoyanov |

CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data LREC

Guillaume Wenzek | Marie-Anne Lachaux | Alexis Conneau | Vishrav Chaudhary | Francisco Guzmán | Armand Joulin | Edouard Grave |

Don’t Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction EMNLP

Paula Czarnowska | Sebastian Ruder | Edouard Grave | Ryan Cotterell | Ann Copestake |

Misspelling Oblivious Word Embeddings NAACL

Aleksandra Piktus | Necati Bora Edizel | Piotr Bojanowski | Edouard Grave | Rui Ferreira | Fabrizio Silvestri |

Adaptive Attention Span in Transformers ACL

Sainbayar Sukhbaatar | Edouard Grave | Piotr Bojanowski | Armand Joulin |

Training Hybrid Language Models by Marginalizing over Segmentations ACL

Edouard Grave | Sainbayar Sukhbaatar | Piotr Bojanowski | Armand Joulin |

Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL

Alex Wang | Jan Hula | Patrick Xia | Raghavendra Pappagari | R. Thomas McCoy | Roma Patel | Najoung Kim | Ian Tenney | Yinghui Huang | Katherin Yu | Shuning Jin | Berlin Chen | Benjamin Van Durme | Edouard Grave | Ellie Pavlick | Samuel R. Bowman |

Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion EMNLP

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

Advances in Pre-Training Distributed Word Representations LREC

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

Learning Word Vectors for 157 Languages LREC

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

Colorless Green Recurrent Networks Dream Hierarchically NAACL

Kristina Gulordava | Piotr Bojanowski | Edouard Grave | Tal Linzen | Marco Baroni |

Bag of Tricks for Efficient Text Classification EACL

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

Enriching Word Vectors with Subword Information TACL

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

A convex and feature-rich discriminative approach to dependency grammar induction ACL IJCNLP

Édouard Grave | Noémie Elhadad |

A Markovian approach to distributional semantics with application to semantic compositionality COLING

Édouard Grave | Guillaume Obozinski | Francis Bach |

A convex relaxation for weakly supervised relation extraction EMNLP

Édouard Grave |

Hidden Markov tree models for semantic class induction CoNLL WS

Édouard Grave | Guillaume Obozinski | Francis Bach |