using emoticons to reduce dependence in machine learning

... classification training data. 2,000 articles containing smiles and 2,000 articles containing frowns were held-out as optimising test data. We took increasing amounts of articles from the remaining dataset ... Classification using Machine Learning Techniques. In Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, University of Pennsylvania. Ellen Spertus. 1997. Smokey: Automatic ... e.g. 5 http://groups.google.com 47 Proceedings of the ACL Student Research Workshop, pages 43–48, Ann Arbor, Michigan, June 2005. c 2005 Association for Computational Linguistics Using Emoticons to reduce Dependency in Machine Learning...

Ngày tải lên: 17/03/2014, 06:20

... Namespaces, variables, and constants using System; using System.Configuration; using System.Windows.Forms; using System.Text; using System.Xml; using System.Data; using System.Data.SqlClient; ... subset of the language as described in SQL Server Books Online under the topics "Guidelines for Using XPath Queries" and " ;Using XPath Queries." In .NET, the DataSet is synchronized ... xmlNodeList[i].ChildNodes[2].InnerText + Environment.NewLine); result.Append("\tUnitPrice = " + [ Team LiB ] Recipe 8.6 Using XPath to Query Data in a DataSet Problem You need to use an...

Ngày tải lên: 26/01/2014, 10:20

Ngày tải lên: 31/03/2014, 22:20

Ngày tải lên: 24/04/2014, 13:10

Ngày tải lên: 01/06/2014, 01:23

Ngày tải lên: 11/06/2014, 13:36

... opportunity to work together and communicate using English with each other. Furthermore, by integrating playing and learning, students practiced the learned linguistic knowledge in a vivid and meaningful ... seem to learn more quickly and retain the learned materials better in a stress-free and comfortable environment. The benefits of using games in language -learning can be summed up in nine points. ... putting together jigsaw puzzles, calculating numbers, drawing, or eating fast. Observations Throughout the competition, I observed that students were more engaged in and committed to using...

Ngày tải lên: 06/09/2013, 10:10

... CrossTalk Mitigation 060625 Mitigation Techniques To Reduce Alien Crosstalk Noise In 10GBE Channels Using UTP Cabling These mitigation techniques are good installation practices that will benefit both Class ... applications by applying where possible a combination of some of the following; At the Floor Distributor Remove cable ties from bundles in the telecommunication room racks, cabinets and pathways. ... mantra; “Random lay in the bundle and tray For Cat 6 cable and Cat 6 A “ © P. Meijer An existing Class E channel using Category 6 components will have its performance improved to a level where...

Ngày tải lên: 27/10/2013, 17:15

... can be embedded in our system, although INIT+WN+DEP outperforms Finch et al.’s system. Interestingly, even when not using more resources than Finch et al. as in methods INIT and INIT+WN 32 method ... AFNLP Paraphrase Recognition Using Machine Learning to Combine Similarity Measures Prodromos Malakasiotis Department of Informatics Athens University of Economics and Business Patission 76, GR-104 ... are split into 4,076 training pairs and 1,725 testing pairs. We have experimented with a dataset we created from the MTC corpus. MTC is a corpus containing news articles in Mandarin Chinese; for...

Ngày tải lên: 08/03/2014, 01:20

... Enriching the output of a parser using memory-based learning. In Pro- ceedings of the 42nd Annual Meeting of the Associa- tion for Computational Linguistics, pages 311–318, Barcelona, Spain. Zh. ... Computational Linguistics Using Machine- Learning to Assign Function Labels to Parser Output for Spanish Grzegorz Chrupała 1 and Josef van Genabith 1,2 1 National Center for Language Technology Dublin City ... Spanish treebank used in the current research, contains comprehensive grammatical function annotation. In the present paper we use a machine- learning ap- proach in order to add Cast3LB function tags to nodes...

Ngày tải lên: 08/03/2014, 02:21

... of Informatics University of Edinburgh Edinburgh, EH8 9LW, GB olemon@inf.ed.ac.uk Abstract We investigate the use of machine learn- ing in combination with feature engineer- ing techniques to ... contribution of learning al- gorithms and feature engineering techniques. In section 6 we discuss and interpret the learnt strat- egy. Finally we argue for the use of reinforcement learning to optimise ... predefined tasks to perform using an MP3 player with a mul- timodal interface. In one part of the session the users also performed a primary driving task, us- ing a driving simulator. The wizards were able to...

Ngày tải lên: 23/03/2014, 18:20

... Artificial Intelligence Journal, 97(1- 2):273–324. M¨uller, Christoph, Stefan Rapp & Michael Strube (2002). Ap- plying Co-Training to reference resolution. In Proceedings of the 40th Annual Meeting ... Computa- tional Linguistics, Philadelphia, Penn., 7–12 July 2002, pp. 352–359. Ng, Vincent & Claire Cardie (2002). Improving machine learn- ing approaches to coreference resolution. In Proceedings of the ... cen- tering and pronoun resolution. Computational Linguistics, 27(4):507–520. Therneau, Terry M. & Elizabeth J. Atkinson (1997). An intro- duction to recursive partitioning using the RPART routines. Technical...

Ngày tải lên: 23/03/2014, 19:20

... Us- ing Machine Learning Machine learning has been used successfully to control a rule-based system that performs a dif- ferent task, namely document filtering (Wolinski et al., 2000). The learning ... showing that this alternative use of machine learning can assist sig- nificantly in the maintenance of rule- based systems. 1 Introduction Machine learning has recently been proposed as a promising ... change in the meaning of existing ones. We need to find ways that facili- tate the maintenance of rule-based NERC sys- tems. This paper presents such a method, ex- ploiting machine learning in an innovative...

Ngày tải lên: 23/03/2014, 19:20

Ngày tải lên: 31/03/2014, 01:20

Ngày tải lên: 31/03/2014, 04:20

Ngày tải lên: 31/03/2014, 20:20

Ngày tải lên: 21/06/2014, 02:20

... events in the world. Continuing redesign of AI systems to conform to new knowledge is impractical, but machine learning metho ds mightbe able to trackmuchofit. 1.1.2 Wellsprings of Machine Learning Workinmachine ... variables Introduction to Machine Learning c 1996 Nils J. Nilsson. All rights reserved. INTRODUCTION TO MACHINE LEARNING AN EARLY DRAFT OF A PROPOSED TEXTBOOK Nils J. Nilsson Rob otics Lab oratory Department ... whose orientation is normal to W and whose position (with respect to the origin) Introduction to Machine Learning c 1996 Nils J. Nilsson. All rights reserved. 1.2. LEARNING INPUT-OUTPUT FUNCTIONS...

Ngày tải lên: 14/11/2012, 13:46

... Register to “incoming book” - Actor Administration department - Purpose Register to “incoming book” - General description Insert document’s information into “incoming book” form and store into database - ... Delete user R.4. New incoming document processing package R.4.1. Register into “incoming book” R.4.2. Store into database R.4.3. View new incoming documents R.4.4. Decide destination R.4.4.1. Public R.4.4.2. ... “incoming book” button 2. Show information form 5. Insert document’s information and click “Submit” 6. Store into database Exception Missing some fields in the form. Require fill in missing...

Ngày tải lên: 23/11/2012, 15:04