I am currently looking at the ACM database of papers. I am using the keywords "document summarization semantics." There are more than 200 results. The following are some of the first 20 results returned.
The name McKeown has popped up a number of times in regards to document summarization.
Summarization: A system for query-specific document summarization
Ramakrishna Varadarajan, Vagelis Hristidis
November 2006
Regular papers: Multi-topic multi-document summarization
Utiyama Masao, Hasida Kôiti
July 2000
Ontology for text mining: Integrating biomedical literature clustering and summarization approaches using biomedical ontology
Illhoi Yoo, Xiaohua Hu, Il-Yeol Song
November 2006
Ontology-Based Structured Cosine Similarity in Speech Document Summarization
Soe-Tsyr Yuan, Jerry Sun
September 2004
The Pyramid Method: Incorporating human content selection variation in summarization evaluation
Ani Nenkova, Rebecca Passonneau, Kathleen McKeown
May 2007
Generic text summarization using relevance measure and latent semantic analysis
Yihong Gong, Xin Liu
September 2001
Summarization: Topic themes for multi-document summarization
Sanda Harabagiu, Finley Lacatusu
August 2005
Links for a better web: Enhanced web document summarization using hyperlinks
J.-Y. Delort, B. Bouchon-Meunier, M. Rifqi
August 2003
Multimedia: A phonotactic-semantic paradigm for automatic spoken document classification
Bin Ma, Haizhou Li
August 2005
Research track papers: Mining and summarizing customer reviews
Minqing Hu, Bing Liu
August 2004
Medical document indexing and retrieval: Using semantic components to express clinical questions against document collections
Susan L. Price, Lois M. Delcambre, Marianne Lykke Nielsen
November 2006
Extractive summarization using inter- and intra- event relevance
Wenjie Li, Mingli Wu, Qin Lu, Wei Xu, Chunfa Yuan
July 2006
Summaries: CollabSum: exploiting multiple document clustering for collaborative single document summarizations
Xiaojun Wan, Jianwu Yang
July 2007
Information fusion in the context of multi-document summarization
Regina Barzilay, Kathleen R. McKeown, Michael Elhadad
June 1999
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