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ACL
2010
13 years 3 months ago
A Hybrid Hierarchical Model for Multi-Document Summarization
Scoring sentences in documents given abstract summaries created by humans is important in extractive multi-document summarization. In this paper, we formulate extractive summariza...
Asli Çelikyilmaz, Dilek Hakkani-Tur
IICAI
2007
13 years 6 months ago
Extractive Summarization in Clinical Trials Protocol Summaries: A Case Study
This paper presents a method for extracting purpose statements from clinical trial protocol summaries. Simple summarization technology based on regular expressions and natural lang...
Graciela Rosemblat, Laurel Graham, Tony Tse
ICASSP
2011
IEEE
12 years 9 months ago
Concept-based classification for multi-document summarization
Documents often contain inherently many concepts reflecting specific and generic aspects. To automatically generate a short summary text of documents on similar topics, it is im...
Asli Çelikyilmaz, Dilek Hakkani-Tür
FSKD
2005
Springer
98views Fuzzy Logic» more  FSKD 2005»
13 years 10 months ago
Extraction of Representative Keywords Considering Co-occurrence in Positive Documents
In linear text classification, user feedback is usually used to tune up the representative keywords (RK) for a certain class. Despite some algorithms (e.g. Rocchio) deal well with...
Byeong Man Kim, Qing Li, KwangHo Lee, Bo-Yeong Kan...
JASIS
2008
102views more  JASIS 2008»
13 years 5 months ago
Hierarchical summarization of large documents
mation science has shown that human abstractors extract sentences for summaries based on the hierarchical structure of documents; however, the existing automatic summarization mode...
Christopher C. Yang, Fu Lee Wang