Data-Efficient Language Shaped Few-shot Image Classification

Zhenwen Liang | Xiangliang Zhang |

Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification

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

Mixup Decoding for Diverse Machine Translation

Jicheng Li | Pengzhi Gao | Xuanfu Wu | Yang Feng | Zhongjun He | Hua Wu | Haifeng Wang |

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 |

Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations

Yunhe Xie | Kailai Yang | Chengjie Sun | Bingquan Liu | Zhenzhou Ji |

A Web Scale Entity Extraction System

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

Incorporating Residual and Normalization Layers into Analysis of Masked Language Models

Goro Kobayashi | Tatsuki Kuribayashi | Sho Yokoi | Kentaro Inui |

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 |

Open Aspect Target Sentiment Classification with Natural Language Prompts

Ronald Seoh | Ian Birle | Mrinal Tak | Haw-Shiuan Chang | Brian Pinette | Alfred Hough |