Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations ACL

Samuel Coope | Tyler Farghly | Daniela Gerz | Ivan Vulić | Matthew Henderson |

Multidirectional Associative Optimization of Function-Specific Word Representations ACL

Daniela Gerz | Ivan Vulić | Marek Rei | Roi Reichart | Anna Korhonen |

Efficient Intent Detection with Dual Sentence Encoders ACL NLP4ConvAI WS

Iñigo Casanueva | Tadas Temčinas | Daniela Gerz | Matthew Henderson | Ivan Vulić |

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking EMNLP

Matthew Henderson | Ivan Vulić | Iñigo Casanueva | Paweł Budzianowski | Daniela Gerz | Sam Coope | Georgios Spithourakis | Tsung-Hsien Wen | Nikola Mrkšić | Pei-Hao Su |

Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines NAACL

Ehsan Shareghi | Daniela Gerz | Ivan Vulić | Anna Korhonen |

Training Neural Response Selection for Task-Oriented Dialogue Systems ACL

Matthew Henderson | Ivan Vulić | Daniela Gerz | Iñigo Casanueva | Paweł Budzianowski | Sam Coope | Georgios Spithourakis | Tsung-Hsien Wen | Nikola Mrkšić | Pei-Hao Su |

A Repository of Conversational Datasets ACL WS

Matthew Henderson | Paweł Budzianowski | Iñigo Casanueva | Sam Coope | Daniela Gerz | Girish Kumar | Nikola Mrkšić | Georgios Spithourakis | Pei-Hao Su | Ivan Vulić | Tsung-Hsien Wen |

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling EMNLP

Daniela Gerz | Ivan Vulić | Edoardo Maria Ponti | Roi Reichart | Anna Korhonen |

Scoring Lexical Entailment with a Supervised Directional Similarity Network ACL

Marek Rei | Daniela Gerz | Ivan Vulić |

Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction TACL

Daniela Gerz | Ivan Vulić | Edoardo Ponti | Jason Naradowsky | Roi Reichart | Anna Korhonen |

HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment CL

Ivan Vulić | Daniela Gerz | Douwe Kiela | Felix Hill | Anna Korhonen |

SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity EMNLP

Daniela Gerz | Ivan Vulić | Felix Hill | Roi Reichart | Anna Korhonen |