no code implementations • Findings (EMNLP) 2021 • Qingqing Zhu, Xiuying Chen, Pengfei Wu, Junfei Liu, Dongyan Zhao
Hence, in this paper, we introduce a combination of curriculum learning and knowledge distillation for efficient dialogue generation models, where curriculum learning can help knowledge distillation from data and model aspects.
no code implementations • SEMEVAL 2021 • Zhen Wang, Hongjie Fan, Junfei Liu
This paper describes the system submitted to SemEval 2021 Task 5: Toxic Spans Detection.
no code implementations • COLING 2020 • Xuemiao Zhang, Kun Zhou, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Junfei Liu
Weakly supervised machine reading comprehension (MRC) task is practical and promising for its easily available and massive training data, but inevitablely introduces noise.
no code implementations • 6 Oct 2019 • Chen Chen, Lisong Qiu, Zhenxin Fu, Dongyan Zhao, Junfei Liu, Rui Yan
Existing dialog systems are all monolingual, where features shared among different languages are rarely explored.