User:Akgoyal

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 (Sep)
• (Online) Subgradient Methods for Structured Prediction (Sep)
• Dependency Networks for Inference, Collaborative Filtering, and Data Visualization (Sep)
• Hierarchical Sequential Learning for Extracting Opinions and their Attributes (Sep)

• A generative constituent-context model for improved grammar induction (Oct)
• Supervised grammar induction using training data with limited constituent information (Oct)

Methods

• Subgradient (Nov)

• Dependency Network (Nov)