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21
Student Translations of Natural Language into Logic: The Grade Grinder Corpus Release 1.0.
Abstract: Students find logic hard. In particular, they seem to find it hard to translate natural language sentences into their corresponding representations in logic. As an enabling step towards determining why this is the case, this paper presents the public release of a corpus of over 4.5 million translations of natural language (nl) sentences into first-order logic (fol), provided by 55,000 students from almost 50 countries over a period of 10 years. The translations, provided by the students as fol renderings of a collection of 275 nl sentences, were automatically graded by an online assessment tool, the Grade Grinder. More than 604,000 are in error, exemplifying a wide range of misunderstandings and confusions that students struggle with. The corpus thus provides a rich source of data for discovering how students learn logical concepts and for correlating error patterns with linguistic features. We describe the structure and content of the corpus in some detail, and discuss a range of potentially fruitful lines of enquiry. Our hope is that educational data mining of the corpus will lead to improved logic curricula and teaching practice.
URL: http://sro.sussex.ac.uk/id/eprint/15817/
http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011_paper28_full_Barker-Plummer.pdf
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22
Classical approaches to natural language processing
In: Handbook of natural language processing (Boca Raton, Fla., 2010), p. 3-6
MPI für Psycholinguistik
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23
Spanning tree approaches for statistical sentence generation
Wan, Stephen; Dras, Mark; Dale, Robert. - : Berlin : Springer, 2010
BASE
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24
The Impact of syntax on the interpretation and graphical depiction of underspecified propositions
Kalb, Aaron; Barker-Plummer, David; Cox, Richard. - : Austin, Texas : Cognitive Science Society, 2010
BASE
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25
Detecting speech repairs incrementally using a noisy channel approach
Zwarts, Simon; Johnson, Mark; Dale, Robert. - : Beijing, China : Tsinghua University Press, 2010
BASE
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26
WikiWars : a new corpus for research on temporal expressions
Mazur, Pawel; Dale, Robert. - : Pennsylvania, USA : Association for Computational Linguistics, 2010
BASE
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27
Helping our own : text massaging for computational linguistics as a new shared task
Dale, Robert; Kilgarriff, Adam. - : Pennsylvania, USA : Association for Computational Linguistics, 2010
BASE
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28
Detecting emails containing requests for action
Lampert, Andrew; Dale, Robert; Paris, Cecile. - : Stroudsburg, PA : Association for Computational Linguistics, 2010
BASE
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29
Report on the second NLG challenge on generating instructions in virtual environments (GIVE-2)
Koller, Alexander; Striegnitz, Kristina; Gargett, Andrew. - : Stroudsburg, PA : Association for Computational Linguistics, 2010
BASE
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30
Dialogue reference in a visual domain
Viethen, Jette; Zwarts, Simon; Dale, Robert. - : Valetta, Malta : European Language Resources Association, 2010
BASE
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31
The Big Australian Speech Corpus (The Big ASC)
Chetty, Girija; Cassidy, Stephen; Butcher, Andrew Richard. - : Causal Productions, 2010
BASE
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32
The Impact of Syntax on the Interpretation and Graphical Depiction of Underspecified Propositions
Kalb, Aaron; Barker-Plummer, Dave; Cox, Richard. - : Lawrence Erlbaum, 2010
BASE
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33
The Big Australian Speech Corpus (the Big ASC)
Wagner, Michael; Tran, Dat; Togneri, Roberto. - : Canberra, A.C.T., ASSTA, 2010
BASE
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34
The software architecture for the first challenge on generating instructions in virtual environments
In: Association for Computational Linguistics / European Chapter. Conference of the European Chapter of the Association for Computational Linguistics. - Menlo Park, Calif. : ACL 12 (2009), 33-36
BLLDB
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35
Improving grammaticality in statistical sentence generation: introducing a dependency spanning tree algorithm with an argument satisfaction model
In: Association for Computational Linguistics / European Chapter. Conference of the European Chapter of the Association for Computational Linguistics. - Menlo Park, Calif. : ACL 12 (2009), 852-860
BLLDB
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36
Segmenting email message text into zones
Lampert, Andrew; Dale, Robert; Paris, Cécile. - : Stroudsburg, PA : Association for Computational Linguistics (ACL), 2009
BASE
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37
Improving grammaticality in statistical sentence generation : introducing a dependency spanning tree algorithm with an argument satisfaction model
Wan, Stephen; Dras, Mark; Dale, Robert. - : Stroudsburg, PA : Association for Computational Linguistics, 2009
BASE
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38
Designing a citation-sensitive research tool : an initial study of browsing-specific information needs
Wan, Stephen; Paris, Cécile; Muthukrishna, Michael. - : Stroudsburg, PA : Association for Computational Linguistics (ACL), 2009
BASE
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39
The Software architecture for the first challenge on generating instructions in virtual environments
Koller, Alexander; Byron, Donna; Cassell, Justine. - : United States : Association for Computational Linguistics (ACL), 2009
BASE
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40
Validating the web-based evaluation of NLG systems
Koller, Alexander; Striegnitz, Kristina; Byron, Donna. - : Stroudsburg, PA : Association for Computational Linguistics (ACL), 2009
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