User:Rnshah

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Rushin Shah

Rushin.jpg

Home Page Resume


About me

My name is Rushin Shah, and I'm a second year LTI Master's student. I want to get an in-depth understanding of the various challenges, ideas and techniques covered in the field of information extraction. I'm currently working with Dr. Robert Frederking on multilingual named entity extraction and co-reference resolution. One particular problem that we're working on right now is cross-document co-reference resolution, and I hope to be able to apply the knowledge that I get from this course towards furthering our research.

This is my homepage and here's my resume. My areas of interest are machine learning, information extraction, natural language processing, social media and recommendation systems.

Papers added to the wiki in September:

Frietag 2000 Maximum Entropy Markov Models for Information Extraction and Segmentation

Lafferty 2001 Conditional Random Fields

Within Document Coreference (WDC)

Cross Document Coreference (CDC)

ACE 2005 Dataset

Relation Extraction

Pages added to the wiki in November:

Ravichandran and Hovy, ACL 2002: Learning Surface Text Patterns for a Question Answering System

Huang et al, ACL 2010: Profile Based Cross-Document Coreference Using Kernelized Fuzzy Relational Clustering

Huang et al, ACL 2010: Enhancing Cross Document Coreference of Web Documents with Context Similarity and Very Large Scale Text Categorization