-
Barrot (2023)
Assessing Writing
-
Blanchard (2013)
TOEFL11: A corpus of non-native English. (ETS Research Report No. RR-13-24)
-
Boulanger (2024)
Explainable AI and AWE: Balancing tensions between transparency and predictive accuracy
The routledge international handbook of automated essay evaluation
-
Brown (2020)
Language models are few-shot learners
Advances in Neural Information Processing Systems
-
Buda (2018)
A systematic study of the class imbalance problem in convolutional neural networks
-
Church (2021)
Emerging trends: A gentle introduction to fine-tuning
Natural Language Engineering
↗
-
Dasgupta (2018)
Augmenting textual qualitative features in deep convolution recurrent neural network for …
Proceedings of the 5th workshop on natural language processing techniques for educational applications
-
Devlin (2019)
BERT: Pre-training of deep bidirectional transformers for language understanding
-
Dong (2017)
Attention-based recurrent convolutional neural network for automatic essay scoring
Proceedings of the 21st conference on computational natural language learning
-
Hou (2024)
Prompt-based and fine-tuned GPT models for context-dependent and -independent deductive c…
Proceedings of the 14th learning analytics and knowledge conference
-
Japkowicz (2002)
The class imbalance problem: A systematic study
Intelligent Data Analysis
↗
-
Kim (2024)
Exploring the potential of using ChatGPT for rhetorical move-step analysis: The impact of…
Journal of English for Academic Purposes
↗
-
Kumar (2024)
Towards optimal NLP solutions: Analyzing GPT and LLaMA-2 models across model scale, datas…
Engineering, Technology Applied Science Research
↗
-
Li (2024)
How different is different? Systematically identifying distribution shifts and their impa…
Language Resources and Evaluation
-
Liu (2025)
Enhancing GPT-based automated essay scoring: The impact of fine-tuning and linguistic com…
Computer Assisted Language Learning
↗
-
López (2013)
An insight into classification with imbalanced data: Empirical results and current trends…
-
Lu (2022)
Directions for future automated analyses of L2 written texts
The Routledge handbook of second language acquisition and writing
-
Lu (2020)
Automated assessment of language
The Cambridge introduction to applied linguistics
-
Mizumoto (2023)
Exploring the potential of using an AI language model for automated essay scoring
Research Methods in Applied Linguistics
↗
-
Mizumoto (2024)
Testing the viability of ChatGPT as a companion in L2 writing accuracy assessment
Research Methods in Applied Linguistics
↗
-
Page (1966)
The imminence of grading essays by computer
Phi Delta Kappan
-
Page (1968)
The use of the computer in analyzing student essays
International Review of Education
↗
-
Quiñonero-Candela (2009)
Dataset shift in machine learning
-
Raczynski (2018)
Appraising the scoring performance of automated essay scoring systems - Some additional c…
Applied Measurement in Education
↗
-
Ramesh (2022)
An automated essay scoring systems: A systematic literature review
Artificial Intelligence Review
↗
-
Ramineni (2012)
Evaluation of the e-rater scoring engine for the TOEFL independent and integrated prompts. (ETS Research Report No. RR-12-06)
-
Ray (2023)
ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics…
Internet of Things and Cyber-Physical Systems
↗
-
Rodriguez, P.U., Jafari, A., & Ormerod, C.M. (2019). Language models and automated essay scoring. arXiv Prepr…
-
Rudner (2006)
An evaluation of IntelliMetric essay scoring system
Journal of Technology, Learning, and Assessment
-
Shermis (2003)
Automated essay scoring: A cross-disciplinary perspective
-
Su et al. (2023)
Assessing Writing
-
Taghipour (2016)
A neural approach to automated essay scoring
Proceedings of the 2016 conference on empirical methods in natural language processing
-
Wang (2024)
Effectiveness of large language models in automated evaluation of argumentative essays: F…
Computer Assisted Language Learning
↗
-
Wilson (2021)
Automated feedback and automated scoring in the elementary grades: Usage, attitudes, and …
International Journal of Artificial Intelligence in Education
↗
-
Wind (2017)
The influence of rater effects in training sets on the psychometric quality of automated …
International Journal of Testing
↗
-
Wu (2023)
A brief overview of ChatGPT: The history, status quo and potential future development
IEEE/CAA Journal of Automatica Sinica
↗
-
Yancey (2023)
Rating short L2 essays on the CEFR scale with GPT-4
Proceedings of the 18th workshop on innovative use of NLP for building educational applications