2 papers
cs.CL2020
Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks
Peng Cui, Le Hu, Yuanchao Liu
Text summarization aims to compress a textual document to a short summary while keeping salient information. Extractive approaches are widely used in text summarization because of…
cs.CL2020
Inducing Alignment Structure with Gated Graph Attention Networks for Sentence Matching
Peng Cui, Le Hu, Yuanchao Liu
Sentence matching is a fundamental task of natural language processing with various applications. Most recent approaches adopt attention-based neural models to build word- or phras…