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Automated scoring of speaking items in an assessment for teachers of English as a Foreign Language

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Figure

Table 1: Types of speaking items included in theassessment
Table 2: Amount of data contained in each partition (speakers, responses, hours of speech) and distribu-tion of human scores (percentages of scores per partition in brackets).
Table 3: List of features used for item type scoring models, with the sub-constructs they represent anddescriptions.
Table 5: Speaker-level performance (Pearson rcorrelations) computed over the sum of all 21scores from each speaker, N=272

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