Certified Robustness to Programmable Transformations in LSTMs

Yuhao Zhang | Aws Albarghouthi | Loris D’Antoni |

Towards Realistic Few-Shot Relation Extraction

Sam Brody | Sichao Wu | Adrian Benton |

The diffusion of scientific terms – tracing individuals’ influence in the history of science for English

Yuri Bizzoni | Stefania Degaetano-Ortlieb | Katrin Menzel | Elke Teich |

CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling

Han Wu | Kun Xu | Linqi Song |

Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification

Alexander Spangher | Jonathan May | Sz-Rung Shiang | Lingjia Deng |

Datasets: A Community Library for Natural Language Processing

Quentin Lhoest | Albert Villanova del Moral | Yacine Jernite | Abhishek Thakur | Patrick von Platen | Suraj Patil | Julien Chaumond | Mariama Drame | Julien Plu | Lewis Tunstall | Joe Davison | Mario Šaško | Gunjan Chhablani | Bhavitvya Malik | Simon Brandeis | Teven Le Scao | Victor Sanh | Canwen Xu | Nicolas Patry | Angelina McMillan-Major | Philipp Schmid | Sylvain Gugger | Clément Delangue | Théo Matussière | Lysandre Debut | Stas Bekman | Pierric Cistac | Thibault Goehringer | Victor Mustar | François Lagunas | Alexander Rush | Thomas Wolf |

A Web Scale Entity Extraction System

Xuanting Cai | Quanbin Ma | Jianyu Liu | Pan Li | Qi Zeng | Zhengkan Yang | Pushkar Tripathi |

Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis

Lovre Torbarina | Velimir Mihelčić | Bruno Šarlija | Lukasz Roguski | Željko Kraljević |

Narrative Theory for Computational Narrative Understanding

Andrew Piper | Richard Jean So | David Bamman |

Can Language Models be Biomedical Knowledge Bases?

Mujeen Sung | Jinhyuk Lee | Sean Yi | Minji Jeon | Sungdong Kim | Jaewoo Kang |

EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT

Svetlana Tchistiakova | Jesujoba Alabi | Koel Dutta Chowdhury | Sourav Dutta | Dana Ruiter |

Transformer Feed-Forward Layers Are Key-Value Memories

Mor Geva | Roei Schuster | Jonathan Berant | Omer Levy |

Heterogeneous Graph Neural Networks for Keyphrase Generation

Jiacheng Ye | Ruijian Cai | Tao Gui | Qi Zhang |

Inconsistency Matters: A Knowledge-guided Dual-inconsistency Network for Multi-modal Rumor Detection

Mengzhu Sun | Xi Zhang | Jianqiang Ma | Yazheng Liu |

Dealing with Typos for BERT-based Passage Retrieval and Ranking

Shengyao Zhuang | Guido Zuccon |