Mixed Integer Programming (MIP) assists in this summarization by modeling the selection of the most relevant subgraph as an optimization problem. MIP enables us to maximize the relevance of selected ...

Text Summarization and Graph Visualization Program This program allows you to select a text document, summarize its content, and visualize the summary in the form of a graph.

In this paper we present a novel approach for video summarization based on graph optimization. Our approach emphasizes both a comprehensive visual-temporal content coverage and visual coherence of the ...

Researchers propose MultiBART-GAT, an encoder-decoder architecture model based on BART, for abstractive summarization. By incorporating knowledge graph information and structured semantics, the model ...

Leveraging Language Models and Automatic Summarization in Online Programming Learning Environments The open source Mumuki platform offers didactic paths with automated assessment of programming ...