4660 search results - page 798 / 932 » Learning from imperfect data |
ISSRE
2010
IEEE
13 years 7 months ago
2010
IEEE
—Architecture-based software reliability analysis methods shall help software architects to identify critical software components and to quantify their influence on the system r...
ACL
2010
13 years 7 months ago
2010
This paper proposes a dependency parsing method that uses bilingual constraints to improve the accuracy of parsing bilingual texts (bitexts). In our method, a targetside tree frag...
ICDM
2010
IEEE
13 years 7 months ago
2010
IEEE
Ensemble clustering has emerged as an important elaboration of the classical clustering problems. Ensemble clustering refers to the situation in which a number of different (input)...
ACL
2009
13 years 7 months ago
2009
We investigate the task of unsupervised constituency parsing from bilingual parallel corpora. Our goal is to use bilingual cues to learn improved parsing models for each language ...
EMNLP
2009
13 years 7 months ago
2009
Traditionally, machine learning approaches for information extraction require human annotated data that can be costly and time-consuming to produce. However, in many cases, there ...