Difference between revisions of "User:Akgoyal"
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*[[Heckerman, JMLR 2000 | Dependency Networks for Inference, Collaborative Filtering, and Data Visualization]] | *[[Heckerman, JMLR 2000 | Dependency Networks for Inference, Collaborative Filtering, and Data Visualization]] | ||
*[[Choi, ACL 2010 | Hierarchical Sequential Learning for Extracting Opinions and their Attributes]] | *[[Choi, ACL 2010 | Hierarchical Sequential Learning for Extracting Opinions and their Attributes]] | ||
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*[[Klein et al, ACL 2002 | A generative constituent-context model for improved grammar induction]] | *[[Klein et al, ACL 2002 | A generative constituent-context model for improved grammar induction]] | ||
*[[Hwa et al, 1999 | Supervised grammar induction using training data with limited constituent information]] | *[[Hwa et al, 1999 | Supervised grammar induction using training data with limited constituent information]] | ||
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| + | == Method == | ||
| + | [http://malt.ml.cmu.edu/mw/index.php/Subgradient Subgradient] | ||
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| + | [http://malt.ml.cmu.edu/mw/index.php/Dependency_network Dependency Network] | ||
Revision as of 17:29, 29 November 2011
I am Anuj, a second year Masters student at the LTI. Here is my homepage. I am working on Social Media Analysis at the SAILING LAB. My interests are Machine Learning and Information Retrieval.
In this course I want to learn different machine learning techniques for structured prediction.
Papers
- A simple named entity extractor using AdaBoost
- (Online) Subgradient Methods for Structured Prediction
- Dependency Networks for Inference, Collaborative Filtering, and Data Visualization
- Hierarchical Sequential Learning for Extracting Opinions and their Attributes
- A generative constituent-context model for improved grammar induction
- Supervised grammar induction using training data with limited constituent information
