Mack-the-Psych.com

 Paper

 Automated Scoring

    Towards Scalable Vocabulary Acquisition Assessment with BERT (2023) [Co-author]

    Measuring the Expressive Language and Vocabulary of Latino English Learners Using Hand Transcribed Speech Data and Automated Scoring (2020) [pp. 229-256]

    Automated Scoring of Transcribed English Aural Test Response: The Comparison of SVM and Tree-based Regression Technics (2018) [Japanese]

PLIMAC: Psycho-Linguistic Measures of Assessment Content

    Improvements in Automated Capturing of Psycho-linguistic Features (2016) 

    Automated Capturing of Psycho-linguistic Features in Reading Assessment Text (2015)  

Test Theory/Psychometrics

    Exploring Added Value Subscores with Item Topic Modeling (2011)  

    Analyzing Test Content Using Latent Semantic Indexing And Hierarchical Clustering (2010)  

    Detecting Overestimation of Discrimination Parameter under Surface Local Dependence:Real Data Study and Effect of Item Deletion (2009)  

    Detecting Overestimation of Discrimination Parameter Applying Mutual Information (2009)  [Japanese]

    Detecting Overestimation of Slope Parameter under Surface Local Dependence (2008)  [Abstract]

Computational Linguistics

    An Affect-Based Text Mining System for Qualitative Analysis of Japanese Free Text (2004)

    A Text Mining System with Affect Lexicon for Qualitative Analysis of Free Text (2004)  [Japanese]