Can I read Proceedings of the Genetic and Evolutionary Computation Conference on EtoBox?

Proceedings of the Genetic and Evolutionary Computation Conference by Roha, Vishal Singh (author);Saini, Naveen (author);Saha, Sriparna (author);Moreno, Jose G (author) is a scholarly article available to read on EtoBox.

What is Proceedings of the Genetic and Evolutionary Computation Conference about?

Existing extractive summarization systems suffer from the problem of identifying correct aspects while generating summary from multiple documents on a particular topic. Online access to documents allows readers to post comments on available documents/blogs which may be helpful in correctly identifying the important aspects from a document in a crowd-sourcing fashion. However, comments can be unstructured and boisterous, making them difficult to manage. The current paper builds an unsupervised summarization system utilizing documents and the corresponding comments by carefully selecting a subset of sentences from the document based on document-comment similarities. A binary multiobjective optimization technique exploring the search capability of differential evolution is utilized for simultaneously optimizing different aspects of summarization like diversity between sentences of the summary, user-attention and density-based score providing importance to the comments with respect to the documents, user-attention with a syntactic score between the summary phrases. Extensive analysis is performed by varying the combinations of different objective functions, on a dataset containing 45 t

Author

Roha, Vishal Singh (author);Saini, Naveen (author);Saha, Sriparna (author);Moreno, Jose G (author)

Publisher

ACM

Published

2022

Language

EN