@inproceedings{DBLP:conf/naacl/SuttonSM06,
 author = {Charles A. Sutton and Michael Sindelar and Andrew McCallum},
 bibsource = {dblp computer science bibliography, http://dblp.org},
 biburl = {http://dblp.org/rec/bib/conf/naacl/SuttonSM06},
 booktitle = {Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics (HLT/NAACL), Proceedings, June 4-9, 2006, New York, New York, {USA}},
 editor = {Robert C. Moore and Jeff A. Bilmes and Jennifer Chu{-}Carroll and Mark Sanderson},
 url = {http://aclweb.org/anthology/N/N06/N06-1012.pdf},
 publisher = {The Association for Computational Linguistics},
 timestamp = {Mon, 19 Dec 2016 00:00:00 +0100},
 title = {Reducing Weight Undertraining in Structured Discriminative Learning},
 year = {2006},
 sum  = {Train separately CRFs with different subsets of the features, then integrate them at test time---four different variations on the method. Especially make more reliable use of lexicon features and other highly-predictable but brittle features.}
}

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