@misc{citeulike:1610577, title = {Maximum Entropy Models for Natural Language Ambiguity Resolution}, author = {A. Ratnaparkhi}, url = {http://citeseer.ist.psu.edu/ratnaparkhi98maximum.html}, year = {1998}, biburl = {http://www.bibsonomy.org/bibtex/27667cd23a99558f0c402351c88b8e67d/pprett}, abstract = {This thesis demonstrates that several important kinds of natural language ambiguities can be resolved to state-of-the-art accuracies using a single statistical modeling technique based on the principle of maximum entropy. We discuss the problems of sentence boundary detection, part-of-speech tagging, prepositional phrase attachment, natural language parsing, and text categorization under the maximum entropy framework. In practice, we have found that maximum entropy models offer the following...}, posted-at = {2008-05-13 16:13:37}, priority = {1}, citeulike-article-id = {1610577}, keywords = {maxent, pos } } @inproceedings{RatRey94, title = {A {Maximum} {Entropy} Model for Prepositional Phrase Attachment}, address = {Plainsboro, N.J.}, author = {Adwait Ratnaparkhi and Jeff Reynar and Salim Roukos}, booktitle = {ARPA Human Language Technologies Workshop}, pages = {250--255}, year = {1994}, biburl = {http://www.bibsonomy.org/bibtex/22f1a3407f8a1e1504dd0ef1b9f22a6ff/nlp}, keywords = {2000 book nlp } } @inproceedings{Rat97, title = {A Linear Observed Time Statistical Parser Based on Maximum Entropy Models}, address = {Providence, Rhode Island}, author = {Adwait Ratnaparkhi}, booktitle = {Proceedings of the Second Conference on Empirical Methods in Natural Language Processing}, organization = {ACL}, pages = {1--10}, year = {1997}, biburl = {http://www.bibsonomy.org/bibtex/21e04b605f079c471d9f7dd80a351248b/nlp}, keywords = {2000 book nlp } } @inproceedings{Rat96, title = {A Maximum Entropy Part-Of-Speech Tagger}, address = {University of Pennsylvania}, author = {Adwait Ratnaparkhi}, booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing}, month = {May}, organization = {ACL}, pages = {133--142}, year = {1996}, biburl = {http://www.bibsonomy.org/bibtex/2980bb6f821ccea8c89f5e84b834b68bb/nlp}, keywords = {2000 book nlp } } @inproceedings{Jelineketal94, title = {Decision Tree Parsing using a Hidden Derivation Model}, address = {Plainsboro, N.J.}, author = {Fred Jelinek and John D. Lafferty and David M. Magerman and Robert L. Mercer and Adwait Ratnaparkhi and Salim Roukos}, booktitle = {ARPA Human Language Technologies Workshop}, month = {March}, pages = {272--277}, publisher = {Morgan Kaufmann}, year = {1994}, biburl = {http://www.bibsonomy.org/bibtex/225d32b58467b6f43359c78f9bfc46bdc/nlp}, keywords = {2000 book nlp } } @techreport{citeulike:771872, title = {A simple introduction to maximum entropy models for natural language processing}, author = {A. Ratnaparkhi}, institution = {nstitute for Research in Cognitive Science, University of Pennsylvania}, url = {http://citeseer.ist.psu.edu/128751.html}, year = {1997}, biburl = {http://www.bibsonomy.org/bibtex/261d3b2424b33e970c306318df9f1ccb6/brightbyte}, description = {stuff from citeyoulike}, abstract = {Many problems in natural language processing can be viewed as linguistic classification problems, in which linguistic contexts are used to predict linguistic classes. Maximum entropy models offer a clean way to combine diverse pieces of contextual evidence in order to estimate the probability of a certain linguistic class occurring with a certain linguistic context. This report demonstrates the use of a particular maximum entropy model on an example problem, and then proves some relevant...}, priority = {2}, citeulike-article-id = {2162753}, keywords = {nlp statistics } } @article{journals/corr/cs-CL-0106047, title = {Modeling informational novelty in a conversational system with a hybrid statistical and grammar-based approach to natural language generation}, author = {Adwait Ratnaparkhi}, journal = {CoRR}, note = {informal publication}, url = {http://dblp.uni-trier.de/db/journals/corr/corr0106.html#cs-CL-0106047}, volume = {cs.CL/0106047}, year = {2001}, biburl = {http://www.bibsonomy.org/bibtex/2998d38c8e1d7e07d24ab2c529ffdffaf/dblp}, description = {dblp}, ee = {http://arxiv.org/abs/cs.CL/0106047}, date = {2008-01-02}, keywords = {dblp } } @article{journals/corr/cs-CL-0006028, title = {Trainable Methods for Surface Natural Language Generation}, author = {Adwait Ratnaparkhi}, journal = {CoRR}, note = {informal publication}, url = {http://dblp.uni-trier.de/db/journals/corr/corr0006.html#cs-CL-0006028}, volume = {cs.CL/0006028}, year = {2000}, biburl = {http://www.bibsonomy.org/bibtex/2392d7e35c704f854eb6d7192a5dd7c09/dblp}, description = {dblp}, ee = {http://arxiv.org/abs/cs.CL/0006028}, date = {2008-01-02}, keywords = {dblp } } @article{journals/corr/cmp-lg-9807011, title = {Statistical Models for Unsupervised Prepositional Phrase Attachment}, author = {Adwait Ratnaparkhi}, journal = {CoRR}, note = {informal publication}, url = {http://dblp.uni-trier.de/db/journals/corr/corr9807.html#cmp-lg-9807011}, volume = {cmp-lg/9807011}, year = {1998}, biburl = {http://www.bibsonomy.org/bibtex/27daebc4e325537278dc52b267641a240/dblp}, description = {dblp}, ee = {http://arxiv.org/abs/cmp-lg/9807011}, date = {2008-01-02}, keywords = {dblp } } @article{journals/corr/cmp-lg-9706014, title = {A Linear Observed Time Statistical Parser Based on Maximum Entropy Models}, author = {Adwait Ratnaparkhi}, journal = {CoRR}, note = {informal publication}, url = {http://dblp.uni-trier.de/db/journals/corr/corr9706.html#cmp-lg-9706014}, volume = {cmp-lg/9706014}, year = {1997}, biburl = {http://www.bibsonomy.org/bibtex/23f1212b7c70c701bb1daec26b7be77eb/dblp}, description = {dblp}, ee = {http://arxiv.org/abs/cmp-lg/9706014}, date = {2008-01-02}, keywords = {dblp } }