ACL Anthology Network (All About NLP) (beta) The Association Of Computational Linguistics Anthology Network |
ACL ID | P11-3002 |
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Title | Sentence Ordering Driven by Local and Global Coherence for Summary Generation |
Venue | Annual Meeting of the Association of Computational Linguistics |
Session | Student Session |
Year | 2011 |
Authors |
In summarization, sentence ordering is conducted to enhance summary readability by accommodating text coherence. We propose a grouping-based ordering framework that integrates local and global coherence concerns. Summary sentences are grouped before ordering is applied on two levels: group-level and sentence-level. Different algorithms for grouping and ordering are discussed. The preliminary results on single-document news datasets demonstrate the advantage of our method over a widely accepted method.