1 code implementation • 24 Apr 2020 • Wang Haonan, Gao Yang, Bai Yu, Mirella Lapata, Huang Heyan
A novel pair-wise matrix captures the sentence interactions, centrality, and attribute scores, and a mask with tunable attribute thresholds allows the user to control which sentences are likely to be included in the extraction.
1 code implementation • IJCNLP 2019 • Wang Wenbo, Gao Yang, Huang Heyan, Zhou Yuxiang
A quality abstractive summary should not only copy salient source texts as summaries but should also tend to generate new conceptual words to express concrete details.
Ranked #20 on Text Summarization on GigaWord
no code implementations • 27 Sep 2018 • Gao Yang, Chandra Swarup, Wang Zhuoyi, Khan Latifur
Particularly, we utilize a convolution neural network layer that aids in the learning of a latent feature space suitable for novel class detection.