Leveraging Human Feedback to Scale Educational Datasets: Combining Crowdworkers and Comparative Judgement

Author:

Henkel Owen1ORCID,Hills Libby2ORCID

Affiliation:

1. University of Oxford, Oxford, United Kingdom

2. Jacobs Foundation, Zurich, Switzerland

Publisher

ACM

Reference24 articles.

1. Baker Ryan S. "Artificial intelligence in education: Bringing it all together." Digital education outlook: Pushing the frontiers with AI blockchain and robots (2021): 43--54. Baker Ryan S. "Artificial intelligence in education: Bringing it all together." Digital education outlook: Pushing the frontiers with AI blockchain and robots (2021): 43--54.

2. Wilson , J. , Pollard , B., Aiken , J. M. , Caballero , M. D. & Lewandowski , H. J. ( 2022 ). Classification of open-ended responses to a research-based assessment using natural language processing. Physical Review Physics Education Research. 18, 010141 . Wilson, J., Pollard, B., Aiken, J. M., Caballero, M. D. & Lewandowski, H. J. (2022). Classification of open-ended responses to a research-based assessment using natural language processing. Physical Review Physics Education Research. 18, 010141.

3. Belur , J. , Tompson , L., Thornton , A. , & Simon , M. ( 2021 ). Interrater Reliability in Systematic Review Methodology: Exploring Variation in Coder Decision- Making. Sociological Methods & Research, 50(2), 837--865. https://doi.org/10.1177/0049124118799372 10.1177/0049124118799372 Belur, J., Tompson, L., Thornton, A., & Simon, M. (2021). Interrater Reliability in Systematic Review Methodology: Exploring Variation in Coder Decision- Making. Sociological Methods & Research, 50(2), 837--865. https://doi.org/10.1177/0049124118799372

4. Daniel , F. , Kucherbaev , P., Cappiello , C. , Benatallah , B. , & Allahbakhsh , M. ( 2018 ). Quality Control in Crowdsourcing. ACM Computing Surveys, 51(1), 1- 40 . Daniel, F., Kucherbaev, P., Cappiello, C., Benatallah, B., & Allahbakhsh, M. (2018). Quality Control in Crowdsourcing. ACM Computing Surveys, 51(1), 1- 40.

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