no code implementations • 30 Nov 2021 • Qiaosi Yi, Jinhao Liu, Le Hu, Faming Fang, Guixu Zhang
Therefore, we propose a Spatial and Fourier Layer (SFL) to simultaneously learn the local and global information in Spatial and Fourier domains.
no code implementations • 22 Oct 2021 • Peng Cui, Dongyao Hu, Le Hu
Question answering (QA) is a high-level ability of natural language processing.
no code implementations • Findings (EMNLP) 2021 • Peng Cui, Le Hu
A critical point of multi-document summarization (MDS) is to learn the relations among various documents.
1 code implementation • NAACL 2021 • Peng Cui, Le Hu
Neural-based summarization models suffer from the length limitation of text encoder.
no code implementations • 15 Oct 2020 • Peng Cui, Le Hu, Yuanchao Liu
We then employ a novel gated graph attention network to encode the constructed graph for sentence matching.
no code implementations • COLING 2020 • Peng Cui, Le Hu, Yuanchao Liu
They also often ignore the effect of topical information on capturing important contents.