LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation

Jian Guan | Zhuoer Feng | Yamei Chen | Ruilin He | Xiaoxi Mao | Changjie Fan | Minlie Huang |

Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation

Zejiang Hou | Julian Salazar | George Polovets |

A Survey on Automated Fact-Checking

Zhijiang Guo | Michael Schlichtkrull | Andreas Vlachos |

DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon

Robin Algayres | Tristan Ricoul | Julien Karadayi | Hugo Laurençon | Salah Zaiem | Abdelrahman Mohamed | Benoît Sagot | Emmanuel Dupoux |

Predicting Document Coverage for Relation Extraction

Sneha Singhania | Simon Razniewski | Gerhard Weikum |

Robust Dialogue State Tracking with Weak Supervision and Sparse Data

Michael Heck | Nurul Lubis | Carel van Niekerk | Shutong Feng | Christian Geishauser | Hsien-Chin Lin | Milica Gašić |

♫ MuSiQue: Multihop Questions via Single-hop Question Composition

Harsh Trivedi | Niranjan Balasubramanian | Tushar Khot | Ashish Sabharwal |

Template-based Abstractive Microblog Opinion Summarization

Iman Munire Bilal | Bo Wang | Adam Tsakalidis | Dong Nguyen | Rob Procter | Maria Liakata |

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets

Julia Kreutzer | Isaac Caswell | Lisa Wang | Ahsan Wahab | Daan van Esch | Nasanbayar Ulzii-Orshikh | Allahsera Tapo | Nishant Subramani | Artem Sokolov | Claytone Sikasote | Monang Setyawan | Supheakmungkol Sarin | Sokhar Samb | Benoît Sagot | Clara Rivera | Annette Rios | Isabel Papadimitriou | Salomey Osei | Pedro Ortiz Suarez | Iroro Orife | Kelechi Ogueji | Andre Niyongabo Rubungo | Toan Q. Nguyen | Mathias Müller | André Müller | Shamsuddeen Hassan Muhammad | Nanda Muhammad | Ayanda Mnyakeni | Jamshidbek Mirzakhalov | Tapiwanashe Matangira | Colin Leong | Nze Lawson | Sneha Kudugunta | Yacine Jernite | Mathias Jenny | Orhan Firat | Bonaventure F. P. Dossou | Sakhile Dlamini | Nisansa de Silva | Sakine Çabuk Ballı | Stella Biderman | Alessia Battisti | Ahmed Baruwa | Ankur Bapna | Pallavi Baljekar | Israel Abebe Azime | Ayodele Awokoya | Duygu Ataman | Orevaoghene Ahia | Oghenefego Ahia | Sweta Agrawal | Mofetoluwa Adeyemi |

Word Acquisition in Neural Language Models

Tyler A. Chang | Benjamin K. Bergen |

A Multi-Level Optimization Framework for End-to-End Text Augmentation

Sai Ashish Somayajula | Linfeng Song | Pengtao Xie |

The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation

Naman Goyal | Cynthia Gao | Vishrav Chaudhary | Peng-Jen Chen | Guillaume Wenzek | Da Ju | Sanjana Krishnan | Marc’Aurelio Ranzato | Francisco Guzmán | Angela Fan |

Out-of-Domain Discourse Dependency Parsing via Bootstrapping: An Empirical Analysis on Its Effectiveness and Limitation

Noriki Nishida | Yuji Matsumoto |

Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?

Danish Pruthi | Rachit Bansal | Bhuwan Dhingra | Livio Baldini Soares | Michael Collins | Zachary C. Lipton | Graham Neubig | William W. Cohen |

Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference

Mokanarangan Thayaparan | Marco Valentino | Deborah Ferreira | Julia Rozanova | André Freitas |