Learning to Speak and Act in a Fantasy Text Adventure Game EMNLP

Jack Urbanek | Angela Fan | Siddharth Karamcheti | Saachi Jain | Samuel Humeau | Emily Dinan | Tim Rocktäschel | Douwe Kiela | Arthur Szlam | Jason Weston |

Language Models as Knowledge Bases? EMNLP

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

NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language ACL

Leon Weber | Pasquale Minervini | Jannes Münchmeyer | Ulf Leser | Tim Rocktäschel |

Interpretation of Natural Language Rules in Conversational Machine Reading EMNLP

Marzieh Saeidi | Max Bartolo | Patrick Lewis | Sameer Singh | Tim Rocktäschel | Mike Sheldon | Guillaume Bouchard | Sebastian Riedel |

Jack the Reader – A Machine Reading Framework ACL

Dirk Weissenborn | Pasquale Minervini | Isabelle Augenstein | Johannes Welbl | Tim Rocktäschel | Matko Bošnjak | Jeff Mitchell | Thomas Demeester | Tim Dettmers | Pontus Stenetorp | Sebastian Riedel |

Stance Detection with Bidirectional Conditional Encoding EMNLP

Isabelle Augenstein | Tim Rocktäschel | Andreas Vlachos | Kalina Bontcheva |

Lifted Rule Injection for Relation Embeddings EMNLP

Thomas Demeester | Tim Rocktäschel | Sebastian Riedel |

Proceedings of the 5th Workshop on Automated Knowledge Base Construction WS

Jay Pujara | Tim Rocktaschel | Danqi Chen | Sameer Singh |

Learning Knowledge Base Inference with Neural Theorem Provers WS

Tim Rocktäschel | Sebastian Riedel |

Regularizing Relation Representations by First-order Implications WS

Thomas Demeester | Tim Rocktäschel | Sebastian Riedel |

emoji2vec: Learning Emoji Representations from their Description SocialNLP WS

Ben Eisner | Tim Rocktäschel | Isabelle Augenstein | Matko Bošnjak | Sebastian Riedel |

Injecting Logical Background Knowledge into Embeddings for Relation Extraction NAACL

Tim Rocktäschel | Sameer Singh | Sebastian Riedel |

WOLFE: An NLP-friendly Declarative Machine Learning Stack NAACL

Sameer Singh | Tim Rocktäschel | Luke Hewitt | Jason Naradowsky | Sebastian Riedel |

Matrix and Tensor Factorization Methods for Natural Language Processing ACL IJCNLP

Guillaume Bouchard | Jason Naradowsky | Sebastian Riedel | Tim Rocktäschel | Andreas Vlachos |

Towards Combined Matrix and Tensor Factorization for Universal Schema Relation Extraction LatentVar WS

Sameer Singh | Tim Rocktäschel | Sebastian Riedel |

Low-Dimensional Embeddings of Logic WS

Tim Rocktäschel | Matko Bosnjak | Sameer Singh | Sebastian Riedel |

WBI-NER: The impact of domain-specific features on the performance of identifying and classifying mentions of drugs *SEMEVAL

Tim Rocktäschel | Torsten Huber | Michael Weidlich | Ulf Leser |

WBI-DDI: Drug-Drug Interaction Extraction using Majority Voting *SEMEVAL

Philippe Thomas | Mariana Neves | Tim Rocktäschel | Ulf Leser |