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20182022
most citedLeveraging Graph to Improve Abstractive Multi-Document Summarization

11 citations · 11 across the 8 of their papers we have counts for

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Showing 2022Show all

7 papers · 1 filter

cs.IR2022

Cross-modal Search Method of Technology Video based on Adversarial Learning and Feature Fusion

Xiangbin Liu, Junping Du, Meiyu Liang +1

Technology videos contain rich multi-modal information. In cross-modal information search, the data features of different modalities cannot be compared directly, so the semantic ga…

cs.IR2022

Scientific and Technological News Recommendation Based on Knowledge Graph with User Perception

Yuyao Zeng, Junping Du, Zhe Xue +1

Existing research usually utilizes side information such as social network or item attributes to improve the performance of collaborative filtering-based recommender systems. In th…

cs.IR2022

A Relational Triple Extraction Method Based on Feature Reasoning for Technological Patents

Runze Fang, Junping Du, Yingxia Shao +1

The relation triples extraction method based on table filling can address the issues of relation overlap and bias propagation. However, most of them only establish separate table f…

cs.CL2022

Scientific and Technological Text Knowledge Extraction Method of based on Word Mixing and GRU

Suyu Ouyang, Yingxia Shao, Junping Du +1

The knowledge extraction task is to extract triple relations (head entity-relation-tail entity) from unstructured text data. The existing knowledge extraction methods are divided i…

cs.LG2022

An unsupervised cluster-level based method for learning node representations of heterogeneous graphs in scientific papers

Jie Song, Meiyu Liang, Zhe Xue +2

Learning knowledge representation of scientific paper data is a problem to be solved, and how to learn the representation of paper nodes in scientific paper heterogeneous network i…

cs.DB2022

An I/O-Efficient Disk-based Graph System for Scalable Second-Order Random Walk of Large Graphs

Hongzheng Li, Yingxia Shao, Junping Du +2

Random walk is widely used in many graph analysis tasks, especially the first-order random walk. However, as a simplification of real-world problems, the first-order random walk is…