Interactive Information Extraction with Constrained Conditional Random Fields. Kristjansson, T. T., Culotta, A., Viola, P. A., & McCallum, A. In McGuinness, D. L. & Ferguson, G., editors, Proceedings of the Nineteenth National Conference on Artificial Intelligence, Sixteenth Conference on Innovative Applications of Artificial Intelligence (AAAI), July 25-29, 2004, San Jose, California, USA, pages 412–418, 2004. AAAI Press / The MIT Press.
Interactive Information Extraction with Constrained Conditional Random Fields [link]Paper  bibtex   
@inproceedings{DBLP:conf/aaai/KristjanssonCVM04,
 author = {Trausti T. Kristjansson and Aron Culotta and Paul A. Viola and Andrew McCallum},
 bibsource = {dblp computer science bibliography, http://dblp.org},
 biburl = {http://dblp.org/rec/bib/conf/aaai/KristjanssonCVM04},
 booktitle = {Proceedings of the Nineteenth National Conference on Artificial Intelligence, Sixteenth Conference on Innovative Applications of Artificial Intelligence (AAAI), July 25-29, 2004, San Jose, California, {USA}},
 editor = {Deborah L. McGuinness and George Ferguson},
 url = {http://www.aaai.org/Library/AAAI/2004/aaai04-066.php},
 pages = {412--418},
 publisher = {{AAAI} Press / The {MIT} Press},
 timestamp = {Tue, 11 Dec 2012 00:00:00 +0100},
 title = {Interactive Information Extraction with Constrained Conditional Random Fields},
 year = {2004},
 desc = {Winner of Honorable Mention Award},
 sum = {Help a user interactively correct the results of extraction by providing uncertainty cues in the UI, and by using constrained Viterbi to automatically make additional corrections after the first human correction.}
}

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