Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation

Qiang Wang | Tong Xiao | Jingbo Zhu |

Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer

Xuelu Chen | Muhao Chen | Changjun Fan | Ankith Uppunda | Yizhou Sun | Carlo Zaniolo |

Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages

Wilhelmina Nekoto | Vukosi Marivate | Tshinondiwa Matsila | Timi Fasubaa | Taiwo Fagbohungbe | Solomon Oluwole Akinola | Shamsuddeen Muhammad | Salomon Kabongo Kabenamualu | Salomey Osei | Freshia Sackey | Rubungo Andre Niyongabo | Ricky Macharm | Perez Ogayo | Orevaoghene Ahia | Musie Meressa Berhe | Mofetoluwa Adeyemi | Masabata Mokgesi-Selinga | Lawrence Okegbemi | Laura Martinus | Kolawole Tajudeen | Kevin Degila | Kelechi Ogueji | Kathleen Siminyu | Julia Kreutzer | Jason Webster | Jamiil Toure Ali | Jade Abbott | Iroro Orife | Ignatius Ezeani | Idris Abdulkadir Dangana | Herman Kamper | Hady Elsahar | Goodness Duru | Ghollah Kioko | Murhabazi Espoir | Elan van Biljon | Daniel Whitenack | Christopher Onyefuluchi | Chris Chinenye Emezue | Bonaventure F. P. Dossou | Blessing Sibanda | Blessing Bassey | Ayodele Olabiyi | Arshath Ramkilowan | Alp Öktem | Adewale Akinfaderin | Abdallah Bashir |

Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation

Jiannan Xiang | Xin Wang | William Yang Wang |

Accurate polyglot semantic parsing with DAG grammars

Federico Fancellu | Ákos Kádár | Ran Zhang | Afsaneh Fazly |

It’s not a Non-Issue: Negation as a Source of Error in Machine Translation

Md Mosharaf Hossain | Antonios Anastasopoulos | Eduardo Blanco | Alexis Palmer |

A Novel Workflow for Accurately and Efficiently Crowdsourcing Predicate Senses and Argument Labels

Youxuan Jiang | Huaiyu Zhu | Jonathan K. Kummerfeld | Yunyao Li | Walter Lasecki |

Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach

Maosen Zhang | Nan Jiang | Lei Li | Yexiang Xue |

Learning to Plan and Realize Separately for Open-Ended Dialogue Systems

Sashank Santhanam | Zhuo Cheng | Brodie Mather | Bonnie Dorr | Archna Bhatia | Bryanna Hebenstreit | Alan Zemel | Adam Dalton | Tomek Strzalkowski | Samira Shaikh |

More Embeddings, Better Sequence Labelers?

Xinyu Wang | Yong Jiang | Nguyen Bach | Tao Wang | Zhongqiang Huang | Fei Huang | Kewei Tu |

Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training

Renjie Zheng | Mingbo Ma | Baigong Zheng | Kaibo Liu | Jiahong Yuan | Kenneth Church | Liang Huang |

Few-shot Natural Language Generation for Task-Oriented Dialog

Baolin Peng | Chenguang Zhu | Chunyuan Li | Xiujun Li | Jinchao Li | Michael Zeng | Jianfeng Gao |

An Evaluation Method for Diachronic Word Sense Induction

Ashjan Alsulaimani | Erwan Moreau | Carl Vogel |

Social Commonsense Reasoning with Multi-Head Knowledge Attention

Debjit Paul | Anette Frank |

Continual Learning for Natural Language Generation in Task-oriented Dialog Systems

Fei Mi | Liangwei Chen | Mengjie Zhao | Minlie Huang | Boi Faltings |