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 |

Multilingual Autoregressive Entity Linking

Nicola De Cao | Ledell Wu | Kashyap Popat | Mikel Artetxe | Naman Goyal | Mikhail Plekhanov | Luke Zettlemoyer | Nicola Cancedda | Sebastian Riedel | Fabio Petroni |

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 |

SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization

Philippe Laban | Tobias Schnabel | Paul N. Bennett | Marti A. Hearst |

Towards General Natural Language Understanding with Probabilistic Worldbuilding

Abulhair Saparov | Tom M. Mitchell |

Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages

Gowtham Ramesh | Sumanth Doddapaneni | Aravinth Bheemaraj | Mayank Jobanputra | Raghavan AK | Ajitesh Sharma | Sujit Sahoo | Harshita Diddee | Mahalakshmi J | Divyanshu Kakwani | Navneet Kumar | Aswin Pradeep | Srihari Nagaraj | Kumar Deepak | Vivek Raghavan | Anoop Kunchukuttan | Pratyush Kumar | Mitesh Shantadevi Khapra |

A Neighborhood Framework for Resource-Lean Content Flagging

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

Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval

Gregor Geigle | Jonas Pfeiffer | Nils Reimers | Ivan Vulić | Iryna Gurevych |

Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological Segmentation

Zoey Liu | Emily Prud’hommeaux |

TopiOCQA: Open-domain Conversational Question Answering with Topic Switching

Vaibhav Adlakha | Shehzaad Dhuliawala | Kaheer Suleman | Harm de Vries | Siva Reddy |

ABNIRML: Analyzing the Behavior of Neural IR Models

Sean MacAvaney | Sergey Feldman | Nazli Goharian | Doug Downey | Arman Cohan |

End-to-end Argument Mining with Cross-corpora Multi-task Learning

Gaku Morio | Hiroaki Ozaki | Terufumi Morishita | Kohsuke Yanai |

Decomposing and Recomposing Event Structure

William Gantt | Lelia Glass | Aaron Steven White |

Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference

Yufei Feng | Xiaoyu Yang | Xiaodan Zhu | Michael Greenspan |

It’s not Rocket Science: Interpreting Figurative Language in Narratives

Tuhin Chakrabarty | Yejin Choi | Vered Shwartz |