♫ MuSiQue: Multihop Questions via Single-hop Question Composition

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

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 |

Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression

Yuxia Wang | Daniel Beck | Timothy Baldwin | Karin Verspoor |

VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups

Zejiang Shen | Kyle Lo | Lucy Lu Wang | Bailey Kuehl | Daniel S. Weld | Doug Downey |

Is My Model Using the Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning

Vivek Gupta | Riyaz A. Bhat | Atreya Ghosal | Manish Shrivastava | Maneesh Singh | Vivek Srikumar |

Towards General Natural Language Understanding with Probabilistic Worldbuilding

Abulhair Saparov | Tom M. Mitchell |

Data-to-text Generation with Variational Sequential Planning

Ratish Puduppully | Yao Fu | Mirella Lapata |

Designing an Automatic Agent for Repeated Language–based Persuasion Games

Maya Raifer | Guy Rotman | Reut Apel | Moshe Tennenholtz | Roi Reichart |

True Few-Shot Learning with Prompts—A Real-World Perspective

Timo Schick | Hinrich Schütze |

A Neighborhood Framework for Resource-Lean Content Flagging

Sheikh Muhammad Sarwar | Dimitrina Zlatkova | Momchil Hardalov | Yoan Dinkov | Isabelle Augenstein | Preslav Nakov |

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 |