50 search results - page 1 / 10 » Probabilistic Approaches for Modeling Text Structure and The... |
EACL
2010
ACL Anthology
13 years 6 months ago
2010
ACL Anthology
Abstract. Since the early days of generation research, it has been acknowledged that modeling the global structure of a document is crucial for producing coherent, readable output....
ACL
2003
13 years 6 months ago
2003
Ordering information is a critical task for natural language generation applications. In this paper we propose an approach to information ordering that is particularly suited for ...
NAACL
2004
13 years 6 months ago
2004
We consider the problem of modeling the content structure of texts within a specific domain, in terms of the topics the texts address and the order in which these topics appear. W...
EMNLP
2011
12 years 4 months ago
2011
We propose a general method to watermark and probabilistically identify the structured outputs of machine learning algorithms. Our method is robust to local editing operations and...
ICANNGA
2009
Springer
13 years 11 months ago
2009
Springer
A statistical generative model is presented as an alternative to negative selection in anomaly detection of string data. We extend the probabilistic approach to binary classificat...