User:Dmovshov

Course Page

Dana Movshovitz-Attias

I'm a second year PhD student in CSD.

My home page

Project

I am doing a project on Identifying Abbreviations in Biomedical Text.

Wiki Writeups

Methods

• Expectation Maximization
• HMM
• PCFGs

Papers

• "Learning String Edit Distance" by Ristad and Yianilos, IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997
• "Adaptive duplicate detection using learnable string similarity measures" by Bilenko and Mooney, ACM SIGKDD, 2003

more for later

• Paper: Cohen_2003_a_comparison_of_string_distance_metrics_for_name_matching_tasks
• Paper: Bellare and Pereira - "A CRF for discriminatively-trained finite-state string edit distance"

• Method: Pair HMM