On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation ACL

Wei Zhao | Goran Glavaš | Maxime Peyrard | Yang Gao | Robert West | Steffen Eger |

KLearn: Background Knowledge Inference from Summarization Data EMNLP Findings

Maxime Peyrard | Robert West |

Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems EMNLP Eval4NLP

Steffen Eger | Yang Gao | Maxime Peyrard | Wei Zhao | Eduard Hovy |

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance EMNLP

Wei Zhao | Maxime Peyrard | Fei Liu | Yang Gao | Christian M. Meyer | Steffen Eger |

A Simple Theoretical Model of Importance for Summarization ACL

Maxime Peyrard |

Studying Summarization Evaluation Metrics in the Appropriate Scoring Range ACL

Maxime Peyrard |

Live Blog Corpus for Summarization LREC

Avinesh P.V.S. | Maxime Peyrard | Christian M. Meyer |

Objective Function Learning to Match Human Judgements for Optimization-Based Summarization NAACL

Maxime Peyrard | Iryna Gurevych |

Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization ACL

Maxime Peyrard | Judith Eckle-Kohler |

A Principled Framework for Evaluating Summarizers: Comparing Models of Summary Quality against Human Judgments ACL

Maxime Peyrard | Judith Eckle-Kohler |

LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test LSDSem WS

Michael Bugert | Yevgeniy Puzikov | Andreas Rücklé | Judith Eckle-Kohler | Teresa Martin | Eugenio Martínez-Cámara | Daniil Sorokin | Maxime Peyrard | Iryna Gurevych |

Learning to Score System Summaries for Better Content Selection Evaluation. WS

Maxime Peyrard | Teresa Botschen | Iryna Gurevych |

A General Optimization Framework for Multi-Document Summarization Using Genetic Algorithms and Swarm Intelligence COLING

Maxime Peyrard | Judith Eckle-Kohler |

The Next Step for Multi-Document Summarization: A Heterogeneous Multi-Genre Corpus Built with a Novel Construction Approach COLING

Markus Zopf | Maxime Peyrard | Judith Eckle-Kohler |

Optimizing an Approximation of ROUGE - a Problem-Reduction Approach to Extractive Multi-Document Summarization ACL

Maxime Peyrard | Judith Eckle-Kohler |