Dynamic Knowledge Distillation for Pre-trained Language Models

Lei Li | Yankai Lin | Shuhuai Ren | Peng Li | Jie Zhou | Xu Sun |

Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks

Qingbin Liu | Pengfei Cao | Cao Liu | Jiansong Chen | Xunliang Cai | Fan Yang | Shizhu He | Kang Liu | Jun Zhao |

A Pilot Study for BERT Language Modelling and Morphological Analysis for Ancient and Medieval Greek

Pranaydeep Singh | Gorik Rutten | Els Lefever |

Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories

Wenlin Yao | Xiaoman Pan | Lifeng Jin | Jianshu Chen | Dian Yu | Dong Yu |

T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP

Raymond Li | Wen Xiao | Lanjun Wang | Hyeju Jang | Giuseppe Carenini |

Solving Aspect Category Sentiment Analysis as a Text Generation Task

Jian Liu | Zhiyang Teng | Leyang Cui | Hanmeng Liu | Yue Zhang |

Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework

Abhilash Nandy | Soumya Sharma | Shubham Maddhashiya | Kapil Sachdeva | Pawan Goyal | NIloy Ganguly |

We Need to Talk About train-dev-test Splits

Rob van der Goot |

Towards Realistic Few-Shot Relation Extraction

Sam Brody | Sichao Wu | Adrian Benton |

Continual Learning in Task-Oriented Dialogue Systems

Andrea Madotto | Zhaojiang Lin | Zhenpeng Zhou | Seungwhan Moon | Paul Crook | Bing Liu | Zhou Yu | Eunjoon Cho | Pascale Fung | Zhiguang Wang |

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

Han Wu | Kun Xu | Linqi Song |

The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21

Lihua Qian | Yi Zhou | Zaixiang Zheng | Yaoming Zhu | Zehui Lin | Jiangtao Feng | Shanbo Cheng | Lei Li | Mingxuan Wang | Hao Zhou |

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 |

Exploring Methodologies for Collecting High-Quality Implicit Reasoning in Arguments

Keshav Singh | Farjana Sultana Mim | Naoya Inoue | Shoichi Naito | Kentaro Inui |

Incorporating Residual and Normalization Layers into Analysis of Masked Language Models

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