LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization EACL

Laura Nguyen | Thomas Scialom | Benjamin Piwowarski | Jacopo Staiano |

Choisir le bon co-équipier pour la génération coopérative de texte (Choosing The Right Teammate For Cooperative Text Generation) JEP/TALN/RECITAL

Antoine Chaffin | Vincent Claveau | Ewa Kijak | Sylvain Lamprier | Benjamin Piwowarski | Thomas Scialom | Jacopo Staiano |

Skim-Attention: Learning to Focus via Document Layout EMNLP Findings

Laura Nguyen | Thomas Scialom | Jacopo Staiano | Benjamin Piwowarski |

Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation EMNLP

Clement Rebuffel | Thomas Scialom | Laure Soulier | Benjamin Piwowarski | Sylvain Lamprier | Jacopo Staiano | Geoffrey Scoutheeten | Patrick Gallinari |

QuestEval: Summarization Asks for Fact-based Evaluation EMNLP

Thomas Scialom | Paul-Alexis Dray | Sylvain Lamprier | Benjamin Piwowarski | Jacopo Staiano | Alex Wang | Patrick Gallinari |

MLSUM: The Multilingual Summarization Corpus EMNLP

Thomas Scialom | Paul-Alexis Dray | Sylvain Lamprier | Benjamin Piwowarski | Jacopo Staiano |

Incorporating Visual Semantics into Sentence Representations within a Grounded Space EMNLP

Patrick Bordes | Eloi Zablocki | Laure Soulier | Benjamin Piwowarski | patrick Gallinari |

Answers Unite! Unsupervised Metrics for Reinforced Summarization Models EMNLP

Thomas Scialom | Sylvain Lamprier | Benjamin Piwowarski | Jacopo Staiano |

Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses ACL

Étienne Simon | Vincent Guigue | Benjamin Piwowarski |

Self-Attention Architectures for Answer-Agnostic Neural Question Generation ACL

Thomas Scialom | Benjamin Piwowarski | Jacopo Staiano |