Alan Rubenstein


2009

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Name Matching between Roman and Chinese Scripts: Machine Complements Human
Ken Samuel | Alan Rubenstein | Sherri Condon | Alex Yeh
Proceedings of the 2009 Named Entities Workshop: Shared Task on Transliteration (NEWS 2009)

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Normalization for Automated Metrics: English and Arabic Speech Translation
Sherri Condon | Gregory A. Sanders | Dan Parvaz | Alan Rubenstein | Christy Doran | John Aberdeen | Beatrice Oshika
Proceedings of Machine Translation Summit XII: Papers

2008

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An Infrastructure, Tools and Methodology for Evaluation of Multicultural Name Matching Systems
Keith J. Miller | Mark Arehart | Catherine Ball | John Polk | Alan Rubenstein | Kenneth Samuel | Elizabeth Schroeder | Eva Vecchi | Chris Wolf
Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC'08)

This paper describes a Name Matching Evaluation Laboratory that is a joint effort across multiple projects. The lab houses our evaluation infrastructure as well as multiple name matching engines and customized analytical tools. Included is an explanation of the methodology used by the lab to carry out evaluations. This methodology is based on standard information retrieval evaluation, which requires a carefully-constructed test data set. The paper describes how we created that test data set, including the “ground truth” used to score the systems’ performance. Descriptions and snapshots of the lab’s various tools are provided, as well as information on how the different tools are used throughout the evaluation process. By using this evaluation process, the lab has been able to identify strengths and weaknesses of different name matching engines. These findings have led the lab to an ongoing investigation into various techniques for combining results from multiple name matching engines to achieve optimal results, as well as into research on the more general problem of identity management and resolution.