Therefore, we summarize the graph by selecting only the most relevant nodes and edges based on the user's query. Mixed Integer Programming (MIP) assists in this summarization by modeling the selection ...

This program allows you to select a text document, summarize its content, and visualize the summary in the form of a graph. This program is designed to simplify the process of summarizing text ...

Summary extraction is then formulated as optimizing ... a concept-based approach using integer linear programming (ILP), and a recursive graph-based ranking algorithm using Google's PageRank.

Third, we outline a dynamic programming algorithm and use it to search the longest path in the graph as the final video skimming. A static video summary is generated at the same time. Experimental ...

to derive an entity knowledge graph from the source documents, then to pregenerate community summaries for all groups of closely related entities. Given a question, each community summary is used to ...