Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/41628
Title: Summarizing definition from Wikipedia
Authors: Ye, S. 
Chua, T.-S. 
Lu, J. 
Issue Date: 2009
Source: Ye, S.,Chua, T.-S.,Lu, J. (2009). Summarizing definition from Wikipedia. ACL-IJCNLP 2009 - Joint Conf. of the 47th Annual Meeting of the Association for Computational Linguistics and 4th Int. Joint Conf. on Natural Language Processing of the AFNLP, Proceedings of the Conf. : 199-207. ScholarBank@NUS Repository.
Abstract: Wikipedia provides a wealth of knowledge, where the first sentence, infobox (and relevant sentences), and even the entire document of a wiki article could be considered as diverse versions of summaries (definitions) of the target topic. We explore how to generate a series of summaries with various lengths based on them. To obtain more reliable associations between sentences, we introduce wiki concepts according to the internal links in Wikipedia. In addition, we develop an extended document concept lattice model to combine wiki concepts and non-textual features such as the outline and infobox. The model can concatenate representative sentences from non-overlapping salient local topics for summary generation. We test our model based on our annotated wiki articles which topics come from TREC-QA 2004-2006 evaluations. The results show that the model is effective in summarization and definition QA. © 2009 ACL and AFNLP.
Source Title: ACL-IJCNLP 2009 - Joint Conf. of the 47th Annual Meeting of the Association for Computational Linguistics and 4th Int. Joint Conf. on Natural Language Processing of the AFNLP, Proceedings of the Conf.
URI: http://scholarbank.nus.edu.sg/handle/10635/41628
ISBN: 9781617382581
Appears in Collections:Staff Publications

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