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» Automatically Labeling Semantic Classes
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EACL
2006
ACL Anthology
15 years 2 months ago
Semantic Role Labeling for Coreference Resolution
Extending a machine learning based coreference resolution system with a feature capturing automatically generated information about semantic roles improves its performance.
Simone Paolo Ponzetto, Michael Strube
ICIP
1999
IEEE
16 years 2 months ago
Face Detection for Pseudo-Semantic Labeling in Video Databases
Pseudo-semantic labeling represents a novel approach for automatic content description of video. This information can be used in the context of a video database to improve browsin...
Alberto Albiol, Charles A. Bouman, Edward J. Delp
ICASSP
2011
IEEE
14 years 4 months ago
Superpixel-based object class segmentation using conditional random fields
Object class segmentation (OCS) is a key issue in semantic scene labeling and understanding. Its general principle consists of naming object entities into scenes according to thei...
Xi Li, Hichem Sahbi
ACL
2010
14 years 11 months ago
Inducing Domain-Specific Semantic Class Taggers from (Almost) Nothing
This research explores the idea of inducing domain-specific semantic class taggers using only a domain-specific text collection and seed words. The learning process begins by indu...
Ruihong Huang, Ellen Riloff