153 search results - page 1 / 31 » Towards noise-resilient document modeling |
111
Voted
COLING
2010
14 years 9 months ago
2010
Single-document summarization and multidocument summarization are very closely related tasks and they have been widely investigated independently. This paper examines the mutual i...
119
Voted
CIKM
2011
Springer
14 years 2 months ago
2011
Springer
We introduce a generative probabilistic document model based on latent Dirichlet allocation (LDA), to deal with textual errors in the document collection. Our model is inspired by...
144
Voted
DOCENG
2010
ACM
15 years 3 days ago
2010
ACM
This work addresses what we believe to be a central issue in the field of XML diff and merge computation: the mathematical modeling o-called editing deltas and the study of their ...
144
Voted
ICDM
2009
IEEE
15 years 14 days ago
2009
IEEE
Document classification is a key task for many text mining applications. However, traditional text classification requires labeled data to construct reliable and accurate classifie...
138
Voted
IAT
2010
IEEE
15 years 21 days ago
2010
IEEE
We approach Information Retrieval (IR) from a User eXperience (UX) perspective. Through introducing a model for Information Retrieval eXperience (IRX), this paper operationalizes a...