creating robust supervised classifiers
Tài liệu Báo cáo khoa học: "Creating Robust Supervised Classifiers via Web-Scale N-gram Data" pdf
... 865–874, Uppsala, Sweden, 11-16 July 2010. c 2010 Association for Computational Linguistics Creating Robust Supervised Classifiers via Web-Scale N-gram Data Shane Bergsma University of Alberta sbergsma@ualberta.ca Emily ... web pages. How well do supervised and unsupervised NLP systems perform when used uncustomized, out-of-the-box on new domains, and how can we best design our systems for robust open-domain performance? Our ... systematically assess the value of using web-scale N-gram data in state-of-the-art supervised NLP classifiers. We compare classifiers that include or ex- clude features for the counts of various N-grams,...
Ngày tải lên: 20/02/2014, 04:20
Báo cáo khoa học: "Discriminative Classifiers for Deterministic Dependency Parsing" docx
... handled by the one-versus-all method, with n classifiers that each separate one class from the rest, or the one-versus-one method, with n(n − 1 ) / 2 classifiers, one for each pair of classes (Vural ... to the part-of-speech of the next token in the current parser configuration, and train one set of classifiers for each smaller set. Similar techniques have previously been used by Yamada and Matsumoto ... pages 316–323, Sydney, July 2006. c 2006 Association for Computational Linguistics Discriminative Classifiers for Deterministic Dependency Parsing Johan Hall V ¨ axj ¨ o University jni@msi.vxu.se Joakim...
Ngày tải lên: 23/03/2014, 18:20
Báo cáo khoa học: "Towards Robust Animacy Classification Using Morphosyntactic Distributional Features" potx
... the classifiers and the same software package for decision tree learning, C5.0 (Quinlan, 1998), is employed. In addition, all our classifiers employ the boosting option for con- structing classifiers ... frequency nouns with old classifier tures only and the classifiers trained on the feature set as a whole. This indicates that the combined classifiers no longer exhibit properties that are not predictable ... table 8. For these classifiers, the backed off feature combinations do not differ significantly (at the p<.05 level) from their counterparts in ex- periment 3, where the classifiers were trained...
Ngày tải lên: 24/03/2014, 03:20
Báo cáo khoa học: "Bootstrapped Training of Event Extraction Classifiers" ppt
Ngày tải lên: 31/03/2014, 20:20
Báo cáo hóa học: " Research Article A Cascade of Boosted Generative and Discriminative Classifiers for Vehicle Detection" pptx
Ngày tải lên: 21/06/2014, 22:20
Báo cáo hóa học: " Research Article A Supervised Classification Algorithm for Note Onset Detection" ppt
Ngày tải lên: 22/06/2014, 23:20
Báo cáo khoa học: "Weakly Supervised Learning for Hedge Classification in Scientific Literature" pot
... Yarowsky. 1995. Unsupervised word sense dis- ambiguation rivaling supervised methods. In Pro- ceedings of ACL’95, pages 189–196, Morristown, NJ, USA. ACL. Zhu Zhang. 2004. Weakly -supervised relation ... (Zhang, 2004), in which random feature projection and a committee of SVM classifiers is used in a hybrid co/self-training strategy for weakly supervised re- lation classification and (Chen et al., 2006) where a ... extraction using label propaga- tion based semi -supervised learning. In Proceedings of ACL’06, pages 129–136. M. Collins and Y. Singer. 1999. Unsupervised mod- els for named entity classification....
Ngày tải lên: 23/03/2014, 18:20
Báo cáo khoa học: "Mine the Easy, Classify the Hard: A Semi-Supervised Approach to Automatic Sentiment Classification" pot
... the difficulties of supervised polarity classification, it is conceivable that unsupervised polarity classification is a very challenging task. Nevertheless, a solution to unsupervised polarity classification ... potential solution to this corpus annotation bottleneck is to build unsupervised polarity classification systems. However, unsupervised learning of polarity is difficult, owing in part to the prevalence ... the two tasks to be captured and exploited. However, the increased sophistica- tion of supervised polarity classifiers has also re- sulted in their increased dependence on annotated data. For instance,...
Ngày tải lên: 30/03/2014, 23:20
Báo cáo khoa học: "Hedge classification in biomedical texts with a weakly supervised selection of keywords" doc
Ngày tải lên: 31/03/2014, 00:20
Báo cáo hóa học: " Research Article Feature Classification for Robust Shape-Based Collaborative Tracking and Model Updating" pptx
Ngày tải lên: 22/06/2014, 00:20
Báo cáo hóa học: " Supervised Self-Organizing Classification of Superresolution ISAR Images: An Anechoic Chamber Experiment" docx
Ngày tải lên: 22/06/2014, 23:20
Creating Cool Web Sites with HTML, XHTML, and CSS
... . . . . . . 150 557386 Ch01.qxd 4/2/04 9:52 AM Page 10 Ł 10 Creating Cool Web Sites with HTML, XHTML, and CSS Figure 1-6: The Creating Cool Web Sites home page shown in Internet Explorer. ... installed). 557386 FM.qxd 4/2/04 10:00 AM Page i Creating Cool Web Sites with HTML, XHTML, and CSS 557386 Ch01.qxd 4/2/04 9:52 AM Page 4 Ł 4 Creating Cool Web Sites with HTML, XHTML, and CSS ... . 300 The World of RSS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 301 Creating Valid XML / RSS Feeds . . . . . . . . . . . . . . . . . . . . . . . . . . . 303 Validating...
Ngày tải lên: 27/08/2012, 09:03
Guidelines Creating Flowcharts Rod
... Consulting Group & Associates HƯỚNG DẪN LẬP SƠ ĐỒ KHỐI GIUDELINES ON CREATING FLOWCHARTS HƯỚNG DẪN LẬP SƠ ĐỒ KHỐI GUIDELINE FOR CREATING FLOWCHARTS 11 Các thành viên của nhóm phải là những ... understanding for a joint process HƯỚNG DẪN LẬP SƠ ĐỒ KHỐI GUIDELINES FOR CREATING FLOWCHARTS 070320-Guideline Creating Flowchart – Rod –EN&VN-1.doc i Người liên hệ của GFA ... Vậnhành Quy trình / Manual Operation Kết thúc / Te rminator HƯỚNG DẪN LẬP SƠ ĐỒ KHỐI GUIDELINE FOR CREATING FLOWCHARTS 1 Hướng dẫn này mô tả các quy tắc cơ bản để lập sơ đồ khối mô tả quy...
Ngày tải lên: 03/10/2012, 22:24
Robust Cross-Layer Scheduling Design in Multi-user Multi-antenna Wireless Systems
... (multi-user detection) at the base station with n R receive antennas. Abstract of thesis entitled Robust Cross-Layer Scheduling Design in Multi-user Multi-antenna Wireless Systems submitted by Meilong ... proposed scheduling schemes provide significant performance enhancement in terms of system goodput, robustness with respect to imperfect CSIT, and quality of service (QoS) guarantees. vi List of Tables Table ... capacity loss in systems with perfect CSI. However, we found that rate quantization can enhance robustness on system performance with respect to outdated CSIT. 1 Note that the potential packet...
Ngày tải lên: 20/11/2012, 11:36
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