380 search results - page 22 / 76 » Document Summarization Using Conditional Random Fields |
ACL
2009
13 years 5 months ago
2009
Most approaches to topic modeling assume an independence between documents that is frequently violated. We present an topic model that makes use of one or more user-specified grap...
SIGIR
1999
ACM
14 years 5 hour ago
1999
ACM
Human-quality text summarization systems are di cult to design, and even more di cult to evaluate, in part because documents can di er along several dimensions, such as length, wri...
HICSS
2000
IEEE
14 years 3 days ago
2000
IEEE
This paper describes work to enhance a sentencebased summarizer with notions of salience, dynamicallyadjustable summary size, discourse segmentation, and awareness of topic shifts...
WEBI
2007
Springer
14 years 1 months ago
2007
Springer
In this paper, we investigate the emotion classification of web blog corpora using support vector machine (SVM) and conditional random field (CRF) machine learning techniques. The...
ACL
2010
13 years 5 months ago
2010
Identifying background (context) information in scientific articles can help scholars understand major contributions in their research area more easily. In this paper, we propose ...