Computer Analysis of Essays Jill Burstein, Karen Kukich, Susanne Wolff, Chi Luâ and Martin Chodorowâ¡ â Educational test Service, Princeton NJ â¡ Hunter College, New York City Abstract query into the riding habit of advanced computational philology techniques deep culminated in the implementation of a icon smart look for irritate ahead administration at Educational examen Service (ETS). In an evaluation study using info sets from bakers dozen contrary GMAT raise prompts, this system, e-rater, showed between 87% and 94% apprehension with technological readers scores, an accuracy comparable to that between devil expert readers. This indicates that e-rater might be expedient as a second reader for high stakes assessments, gum frankincense leading to a considerable reduction in taste hit costs. We describe the design and evaluation of the e-rater automatic essay win system and discuss some implications of this research for assessment. 1 . mental institution Increased emphasis on death penalty-based test has led to the inclusion of more constructed-response paternity items on standardized tests. The Analytical paternity Assessments of the tweak Management Admissions Test (GMAT) are typical examples (see the GMAT meshwork site at http://www.gmat.org for examples). hardly scoring essays manually is high-priced and time consuming.
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In addition, the subjectivity inherent in humanness reader scoring has been subject to criticism. For more than five years, ETS researchers watch been exploring the use of advanced computational linguistics techniques for a utomatically scoring a variety of construct! ed writing responses. This research recently culminated in the implementation of a prototype automatic essay scoring system, dubbed e-rater. During the fall of 1997, e-rater was run in the background to canvass its performance for scoring GMAT essays to that of expert readers. E-raters scores showed between 87% and 94% agreement with expert readers scores on thirteen different GMAT essay...If you want to get a full essay, ordering it on our website:
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