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IRAL
2003
ACM
13 years 10 months ago
Improving summarization performance by sentence compression: a pilot study
In this paper we study the effectiveness of applying sentence compression on an extraction based multi-document summarization system. Our results show that pure syntactic-based co...
Chin-Yew Lin
IPM
2008
75views more  IPM 2008»
13 years 4 months ago
Single-document and multi-document summarization techniques for email threads using sentence compression
We present two approaches to email thread summarization: Collective Message Summarization (CMS) applies a multi-document summarization approach, while Individual Message Summariza...
David M. Zajic, Bonnie J. Dorr, Jimmy J. Lin
CSL
2006
Springer
13 years 4 months ago
A study in machine learning from imbalanced data for sentence boundary detection in speech
Enriching speech recognition output with sentence boundaries improves its human readability and enables further processing by downstream language processing modules. We have const...
Yang Liu, Nitesh V. Chawla, Mary P. Harper, Elizab...
SIGIR
2008
ACM
13 years 4 months ago
Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization
Multi-document summarization aims to create a compressed summary while retaining the main characteristics of the original set of documents. Many approaches use statistics and mach...
Dingding Wang, Tao Li, Shenghuo Zhu, Chris H. Q. D...
SIGIR
2011
ACM
12 years 7 months ago
Social context summarization
We study a novel problem of social context summarization for Web documents. Traditional summarization research has focused on extracting informative sentences from standard docume...
Zi Yang, Keke Cai, Jie Tang, Li Zhang, Zhong Su, J...