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Stacking With Auxiliary Features for Combining Supervised and Unsupervised Ensembles (2016)
Nazneen Fatema Rajani
and
Raymond J. Mooney
We propose stacking with auxiliary features(SWAF) that combines supervised and unsupervised methods to ensemble multiple sys-tems for the Tri-lingual Entity Discovery andLinking (TEDL) 2016 evaluation. We use theTEDL 2015 systems for training and EDL12016 systems for evaluating our algorithm.We perform a post-processing step on the out-puts obtained from the classifier so as to ag-gregate into one final system.
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PDF
Citation:
In
Proceedings of the Ninth Text Analysis Conference (TAC 2016)
2016.
Bibtex:
@inproceedings{rajani:tac16, title={Stacking With Auxiliary Features for Combining Supervised and Unsupervised Ensembles}, author={Nazneen Fatema Rajani and Raymond J. Mooney}, booktitle={Proceedings of the Ninth Text Analysis Conference (TAC 2016)}, url="http://www.cs.utexas.edu/users/ai-labpub-view.php?PubID=127673", year={2016} }
People
Raymond J. Mooney
Faculty
mooney [at] cs utexas edu
Nazneen Rajani
Ph.D. Alumni
nrajani [at] cs utexas edu
Areas of Interest
Ensemble Learning
Natural Language Processing
Labs
Machine Learning