Extractive Document Summarization

task ID: extractivedocumentsummarization

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In this paper we propose a new approach based on Sequence Segmentation Models (SSM) to the extractive document summa- rization, in which summarizing is regarded as a segment labeling problem. …...

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Heterogeneous Graph Neural Networks for Extractive Document Summarization

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AbstractAs a crucial step in extractive document summarization, learning cross-sentence relations has been explored by a plethora of approaches. An intuitive way is to put them in the graph-based neural …...

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AbstractGraph Neural Network (GNN)-based models have proven effective in various Natural Language Processing (NLP) tasks in recent years. Specifically, in the case of the Extractive Document Summarization (EDS) task, modeling …...

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