A Maximum Entropy Approach to Natural Language Processing Export

@article{citeulike:75766, abstract = {this paper, we describe a method for statistical modeling based on maximum entropy. We present a maximum-likelihood approach for automatically constructing maximum entropy models and describe how to implement this approach efficiently, using as examples several problems in natural language processing}, author = {Berger, Adam L. and Della Pietra, Stephen D. and Della Pietra, Vincent J. D.}, citeulike-article-id = {75766}, citeulike-linkout-0 = {http://citeseer.ist.psu.edu/berger96maximum.html}, citeulike-linkout-1 = {http://citeseer.lcs.mit.edu/berger96maximum.html}, citeulike-linkout-2 = {http://citeseer.ifi.unizh.ch/berger96maximum.html}, citeulike-linkout-3 = {http://citeseer.comp.nus.edu.sg/berger96maximum.html}, journal = {Computational Linguistics}, keywords = {crf, graphicalmodels, nlp}, number = {1}, pages = {39--71}, posted-at = {2009-11-02 19:33:37}, priority = {5}, title = {A Maximum Entropy Approach to Natural Language Processing}, url = {http://citeseer.ist.psu.edu/berger96maximum.html}, volume = {22}, year = {1996} }

TY - JOUR ID - citeulike:75766 L3 - citeulike-article-id:75766 N2 - this paper, we describe a method for statistical modeling based on maximum entropy. We present a maximum-likelihood approach for automatically constructing maximum entropy models and describe how to implement this approach efficiently, using as examples several problems in natural language processing IS - 1 JF - Computational Linguistics EP - 71 TI - A Maximum Entropy Approach to Natural Language Processing VL - 22 SP - 39 KW - crf KW - graphicalmodels KW - nlp AU - Berger, Adam AU - Della Pietra, Stephen AU - Della Pietra, Vincent PY - 1996/// UR - http://citeseer.ist.psu.edu/berger96maximum.html ER -