{"_id":"ihqXbC3o4LZY7pRKR","bibbaseid":"vilain-huggins-wellner-sourcesofperformanceincrftransfertrainingabusinessnametaggingcasestudy-2009","downloads":0,"creationDate":"2015-12-06T02:41:18.418Z","title":"Sources of performance in CRF transfer training: a business name-tagging case study","author_short":["Vilain, M","Huggins, J. H","Wellner, B."],"year":2009,"bibtype":"article","biburl":"http://web.mit.edu/jhuggins/www/files/mypubs.bib","bibdata":{"bibtype":"article","type":"article","abstract":"This paper explores methods for increasing performance of CRF models, with a particular concern for transfer learning. We consider in particular the transfer case from political news to hard-to-tag business news, and show the effectiveness of several methods, including a novel semi-supervised approach.","author":[{"propositions":[],"lastnames":["Vilain"],"firstnames":["M"],"suffixes":[]},{"propositions":[],"lastnames":["Huggins"],"firstnames":["Jonathan","H"],"suffixes":[]},{"propositions":[],"lastnames":["Wellner"],"firstnames":["Ben"],"suffixes":[]}],"date-added":"2014-11-28 04:18:11 +0000","date-modified":"2014-11-28 16:01:15 +0000","journal":"Proc. of Recent Advances in Natural Language Processing","keywords":"natural language processing","title":"Sources of performance in CRF transfer training: a business name-tagging case study","url":"../papers/VHW-RANLP-2009.pdf","year":"2009","bdsk-url-1":"../papers/VHW-RANLP-2009.pdf","bibtex":"@article{VHW-RANLP-2009,\n\tAbstract = {This paper explores methods for increasing performance of CRF models, with a particular concern for transfer learning. We consider in particular the transfer case from political news to hard-to-tag business news, and show the effectiveness of several methods, including a novel semi-supervised approach.},\n\tAuthor = {Vilain, M and Huggins, Jonathan H and Wellner, Ben},\n\tDate-Added = {2014-11-28 04:18:11 +0000},\n\tDate-Modified = {2014-11-28 16:01:15 +0000},\n\tJournal = {Proc. of Recent Advances in Natural Language Processing},\n\tKeywords = {natural language processing},\n\tTitle = {Sources of performance in CRF transfer training: a business name-tagging case study},\n\tUrl = {../papers/VHW-RANLP-2009.pdf},\n\tYear = {2009},\n\tBdsk-Url-1 = {../papers/VHW-RANLP-2009.pdf}}\n\n","author_short":["Vilain, M","Huggins, J. H","Wellner, B."],"key":"VHW-RANLP-2009","id":"VHW-RANLP-2009","bibbaseid":"vilain-huggins-wellner-sourcesofperformanceincrftransfertrainingabusinessnametaggingcasestudy-2009","role":"author","urls":{"Paper":"http://web.mit.edu/jhuggins/www/papers/VHW-RANLP-2009.pdf"},"keyword":["natural language processing"],"metadata":{"authorlinks":{"huggins, j":"http://web.mit.edu/"}}},"search_terms":["sources","performance","crf","transfer","training","business","name","tagging","case","study","vilain","huggins","wellner"],"keywords":["natural language processing"],"authorIDs":["5663a04efffeb4e820000011","Z3NW3a7JPsgeLxRAX"],"dataSources":["mSG4eqt2wgj6d5mz3"]}