Automatic Segmentation of Text Into Structured Records (2001)
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by
Vinayak Borkar
,
Kaustubh Deshmukh
,
Sunita Sarawagi
| Citations: | 52 - 0 self |
BibTeX
@MISC{Borkar01automaticsegmentation,
author = {Vinayak Borkar and Kaustubh Deshmukh and Sunita Sarawagi},
title = {Automatic Segmentation of Text Into Structured Records},
year = {2001}
}
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Abstract
In this paper we present a method for automatically segmenting unformatted text records into structured elements. Several useful data sources today are human-generated as continuous text whereas convenient usage requires the data to be organized as structured records. A prime motivation is the warehouse address cleaning problem of transforming dirty addresses stored in large corporate databases as a single text field into subfields like "City" and "Street". Existing tools rely on hand-tuned, domain-specific rule-based systems.
