Infusing Finetuning with Semantic Dependencies

Zhaofeng Wu | Hao Peng | Noah A. Smith |

Soloist: Building Task Bots at Scale with Transfer Learning and Machine Teaching

Baolin Peng | Chunyuan Li | Jinchao Li | Shahin Shayandeh | Lars Liden | Jianfeng Gao |

Maintaining Common Ground in Dynamic Environments

Takuma Udagawa | Akiko Aizawa |

Differentiable Subset Pruning of Transformer Heads

Jiaoda Li | Ryan Cotterell | Mrinmaya Sachan |

Deciphering Undersegmented Ancient Scripts Using Phonetic Prior

Jiaming Luo | Frederik Hartmann | Enrico Santus | Regina Barzilay | Yuan Cao |

Erratum: Measuring and Improving Consistency in Pretrained Language Models

Yanai Elazar | Nora Kassner | Shauli Ravfogel | Abhilasha Ravichander | Eduard Hovy | Hinrich Schütze | Yoav Goldberg |

Extractive Opinion Summarization in Quantized Transformer Spaces

Stefanos Angelidis | Reinald Kim Amplayo | Yoshihiko Suhara | Xiaolan Wang | Mirella Lapata |

Joint Universal Syntactic and Semantic Parsing

Elias Stengel-Eskin | Kenton Murray | Sheng Zhang | Aaron Steven White | Benjamin Van Durme |

Classifying Argumentative Relations Using Logical Mechanisms and Argumentation Schemes

Yohan Jo | Seojin Bang | Chris Reed | Eduard Hovy |

Morphology Matters: A Multilingual Language Modeling Analysis

Hyunji Hayley Park | Katherine J. Zhang | Coleman Haley | Kenneth Steimel | Han Liu | Lane Schwartz |

Modeling Content and Context with Deep Relational Learning

Maria Leonor Pacheco | Dan Goldwasser |

Reducing Confusion in Active Learning for Part-Of-Speech Tagging

Aditi Chaudhary | Antonios Anastasopoulos | Zaid Sheikh | Graham Neubig |

Revisiting Multi-Domain Machine Translation

MinhQuang Pham | Josep Maria Crego | François Yvon |

MasakhaNER: Named Entity Recognition for African Languages

David Ifeoluwa Adelani | Jade Abbott | Graham Neubig | Daniel D’souza | Julia Kreutzer | Constantine Lignos | Chester Palen-Michel | Happy Buzaaba | Shruti Rijhwani | Sebastian Ruder | Stephen Mayhew | Israel Abebe Azime | Shamsuddeen H. Muhammad | Chris Chinenye Emezue | Joyce Nakatumba-Nabende | Perez Ogayo | Aremu Anuoluwapo | Catherine Gitau | Derguene Mbaye | Jesujoba Alabi | Seid Muhie Yimam | Tajuddeen Rabiu Gwadabe | Ignatius Ezeani | Rubungo Andre Niyongabo | Jonathan Mukiibi | Verrah Otiende | Iroro Orife | Davis David | Samba Ngom | Tosin Adewumi | Paul Rayson | Mofetoluwa Adeyemi | Gerald Muriuki | Emmanuel Anebi | Chiamaka Chukwuneke | Nkiruka Odu | Eric Peter Wairagala | Samuel Oyerinde | Clemencia Siro | Tobius Saul Bateesa | Temilola Oloyede | Yvonne Wambui | Victor Akinode | Deborah Nabagereka | Maurice Katusiime | Ayodele Awokoya | Mouhamadane MBOUP | Dibora Gebreyohannes | Henok Tilaye | Kelechi Nwaike | Degaga Wolde | Abdoulaye Faye | Blessing Sibanda | Orevaoghene Ahia | Bonaventure F. P. Dossou | Kelechi Ogueji | Thierno Ibrahima DIOP | Abdoulaye Diallo | Adewale Akinfaderin | Tendai Marengereke | Salomey Osei |

KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation

Xiaozhi Wang | Tianyu Gao | Zhaocheng Zhu | Zhengyan Zhang | Zhiyuan Liu | Juanzi Li | Jian Tang |