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Some thoughts on failure analysis for noisy data

Published:24 July 2008Publication History

ABSTRACT

A critical piece of evaluation is doing a failure analysis of the experimental results. This is necessary to improve results, but equally important, it is necessary to understand where the problems REALLY are, as opposed to just following "conventional" wisdom. The talk will present some current failure analysis techniques and examine how these techniques could be extended to retrieval from noisy data.

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  1. Some thoughts on failure analysis for noisy data

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        • Published in

          cover image ACM Other conferences
          AND '08: Proceedings of the second workshop on Analytics for noisy unstructured text data
          July 2008
          130 pages
          ISBN:9781605581965
          DOI:10.1145/1390749

          Copyright © 2008 ACM

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          Association for Computing Machinery

          New York, NY, United States

          Publication History

          • Published: 24 July 2008

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          • keynote

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          Overall Acceptance Rate15of22submissions,68%