Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models ACL Findings

Robert Logan IV | Ivana Balazevic | Eric Wallace | Fabio Petroni | Sameer Singh | Sebastian Riedel |

Open Vocabulary Extreme Classification Using Generative Models ACL Findings

Daniel Simig | Fabio Petroni | Pouya Yanki | Kashyap Popat | Christina Du | Sebastian Riedel | Majid Yazdani |

Multilingual Autoregressive Entity Linking TACL

Nicola De Cao | Ledell Wu | Kashyap Popat | Mikel Artetxe | Naman Goyal | Mikhail Plekhanov | Luke Zettlemoyer | Nicola Cancedda | Sebastian Riedel | Fabio Petroni |

Boosted Dense Retriever NAACL

Patrick Lewis | Barlas Oguz | Wenhan Xiong | Fabio Petroni | Scott Yih | Sebastian Riedel |

GenIE: Generative Information Extraction NAACL

Martin Josifoski | Nicola De Cao | Maxime Peyrard | Fabio Petroni | Robert West |

EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing EMNLP

Nora Kassner | Fabio Petroni | Mikhail Plekhanov | Sebastian Riedel | Nicola Cancedda |

KILT: a Benchmark for Knowledge Intensive Language Tasks NAACL

Fabio Petroni | Aleksandra Piktus | Angela Fan | Patrick Lewis | Majid Yazdani | Nicola De Cao | James Thorne | Yacine Jernite | Vladimir Karpukhin | Jean Maillard | Vassilis Plachouras | Tim Rocktäschel | Sebastian Riedel |

Multi-Task Retrieval for Knowledge-Intensive Tasks ACL IJCNLP

Jean Maillard | Vladimir Karpukhin | Fabio Petroni | Wen-tau Yih | Barlas Oguz | Veselin Stoyanov | Gargi Ghosh |

Proceedings of the 5th Workshop on Representation Learning for NLP ACL RepL4NLP WS

Spandana Gella | Johannes Welbl | Marek Rei | Fabio Petroni | Patrick Lewis | Emma Strubell | Minjoon Seo | Hannaneh Hajishirzi |

Scalable Zero-shot Entity Linking with Dense Entity Retrieval EMNLP

Ledell Wu | Fabio Petroni | Martin Josifoski | Sebastian Riedel | Luke Zettlemoyer |

Generating Fact Checking Briefs EMNLP

Angela Fan | Aleksandra Piktus | Fabio Petroni | Guillaume Wenzek | Marzieh Saeidi | Andreas Vlachos | Antoine Bordes | Sebastian Riedel |

How Decoding Strategies Affect the Verifiability of Generated Text EMNLP Findings

Luca Massarelli | Fabio Petroni | Aleksandra Piktus | Myle Ott | Tim Rocktäschel | Vassilis Plachouras | Fabrizio Silvestri | Sebastian Riedel |

Language Models as Knowledge Bases? EMNLP

Fabio Petroni | Tim Rocktäschel | Sebastian Riedel | Patrick Lewis | Anton Bakhtin | Yuxiang Wu | Alexander Miller |

attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines NAACL

Fabio Petroni | Vassilis Plachouras | Timothy Nugent | Jochen L. Leidner |

A Comparison of Two Paraphrase Models for Taxonomy Augmentation NAACL

Vassilis Plachouras | Fabio Petroni | Timothy Nugent | Jochen L. Leidner |

CORE: Context-Aware Open Relation Extraction with Factorization Machines EMNLP

Fabio Petroni | Luciano Del Corro | Rainer Gemulla |