49 search results - page 1 / 10 » Large-Scale Collective Entity Matching |
CORR
2011
Springer
12 years 11 months ago
2011
Springer
There have been several recent advancements in Machine Learning community on the Entity Matching (EM) problem. However, their lack of scalability has prevented them from being app...
EMNLP
2007
13 years 6 months ago
2007
This paper presents a large-scale system for the recognition and semantic disambiguation of named entities based on information extracted from a large encyclopedic collection and ...
CLOUDCOM
2010
Springer
13 years 2 months ago
2010
Springer
Discovering the correct dataset efficiently is critical for computations and effective simulations in scientific experiments. In contrast to searching web documents over the Intern...
ICDE
2009
IEEE
14 years 6 months ago
2009
IEEE
We present a declarative framework for collective deduplication of entity references in the presence of constraints. Constraints occur naturally in many data cleaning domains and c...
CVPR
2007
IEEE
14 years 6 months ago
2007
IEEE
Automatic annotation is an elegant alternative to explicit recognition in images. In annotation, the image is matched with keyword models, and the most relevant keywords are assig...