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 ...

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 ...

Code and data accompanying the AAAI23 paper "Cogito Ergo Summ: Abstractive Summarization of Biomedical Papers via Semantic Parsing Graphs and Consistency Rewards". CogitoErgoSumm is the first ...

AMR graph is selected as a summary graph by performing feature extraction, applying Integer Linear Programming (ILP), and determining parameters with perceptron. Multidocument summarization is ...

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 ...