5 citations · 11 across the 6 of their papers we have counts for
4 papers · 1 filter
Parallel Hierarchical Transformer with Attention Alignment for Abstractive Multi-Document Summarization
Ye Ma, Lu Zong
In comparison to single-document summarization, abstractive Multi-Document Summarization (MDS) brings challenges on the representation and coverage of its lengthy and linked source…
Global-aware Beam Search for Neural Abstractive Summarization
Ye Ma, Zixun Lan, Lu Zong +1
This study develops a calibrated beam-based algorithm with awareness of the global attention distribution for neural abstractive summarization, aiming to improve the local optimali…
A Novel Distributed Representation of News (DRNews) for Stock Market Predictions
Ye Ma, Lu Zong, Peiwan Wang
In this study, a novel Distributed Representation of News (DRNews) model is developed and applied in deep learning-based stock market predictions. With the merit of integrating con…
Integrated Node Encoder for Labelled Textual Networks
Ye Ma, Lu Zong
Voluminous works have been implemented to exploit content-enhanced network embedding models, with little focus on the labelled information of nodes. Although TriDNR leverages node…