Chapter: LightSIDE: Open Source Machine Learning for Text

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Home > Handbook of Automated Essay Evaluation: Current Applications and New Directions > LightSIDE: Open Source Machine Learning for Text

Handbook of Automated Essay Evaluation: Current Applications and New Directions |

Mark D. Shermis; Jill Burstein

Routledge

Handbook of Automated Essay Evaluation: Current Applications and New Directions

LightSIDE: Open Source Machine Learning for Text

Chapter Info

Authors

ELIJAH MAYFIELD AND CAROLYN PENSTEIN ROSÉ

ARI Id

1666359593054_15556370

Access

Not Available Free

Pages

146-157

DOI

10.4324/9780203122761-16

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Chapters/Headings	Author(s)	Pages	Info
Introduction to Automated Essay Evaluation	MARK D. SHERMIS, JILL BURSTEIN, AND SHARON APEL BURSKY	23-37
Automated Essay Evaluation and the Teaching of Writing	NORBERT ELLIOT; ANDREW KLOBUCAR	38-57
English as a Second Language Writing and Automated Essay Evaluation	SARA C. WEIGLE	58-76
The E-rater® Automated Essay Scoring System	JILL BURSTEIN; JOEL TETREAULT; NITIN MADNANI	77-89
Implementation and Applications of the Intelligent Essay Assessor	PETER W. FOLTZ; LYNN A. STREETER; KAREN E. LOCHBAUM	90-110
The IntelliMetric™ Automated Essay Scoring Engine – A Review and an Application to Chinese Essay Scoring		111-120
Applications of Automated Essay Evaluation in West Virginia	CHANGHUA S. RICH, M. CHRISTINA SCHNEIDER, AND JUAN M. D’BROT	121-145
LightSIDE: Open Source Machine Learning for Text	ELIJAH MAYFIELD AND CAROLYN PENSTEIN ROSÉ	146-157
Automated Short Answer Scoring: Principles and Prospects	CHRIS BREW; CLAUDIA LEACOCK	158-174
Probable Cause: Developing Warrants for Automated Scoring of Essays	DAVID M. WILLIAMSON	175-202
Validity and Reliability of Automated Essay Scoring	YIGAL ATTALI	203-220
Scaling and Norming for Automated Essay Scoring	KRISTIN L. K. KOSKEY AND MARK D. SHERMIS	221-242
Human Ratings and Automated Essay Evaluation	BRENT BRIDGEMAN	243-254
Using Automated Scoring to Monitor Reader Performance and Detect Reader Drift in Essay Scoring		255-272
Grammatical Error Detection in Automatic Essay Scoring and Feedback	MICHAEL GAMON; MARTIN CHODOROW; CLAUDIA LEACOCK; JOEL TETREAULT	273-288
Automated Evaluation of Discourse Coherence Quality in Essay Writing	JILL BURSTEIN; JOEL TETREAULT; MARTIN CHODOROW; DANIEL BLANCHARD	289-302
Automated Sentiment Analysis for Essay Evaluation	JILL BURSTEIN, BEATA BEIGMAN-KLEBANOV, NITIN MADNANI, AND ADAM FAULKNER	303-319
Covering the Construct: An Approach to Automated Essay Scoring Motivated by a Socio-Cognitive Framework for Defining Literacy Skills		320-334
Contrasting State-of-the-Art Automated Scoring of Essays	MARK D. SHERMIS; BEN HAMNER	335-368
The Policy Turn in Current Education Reform: The Common Core State Standards and Its Linguistic Challenges and Opportunities		369-376
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