Ai-powered answer assessment: A comprehensive overview
Answer assessment is a critical aspect of various fields including education, artificial
intelligence, and natural language processing. This paper aims to provide a comprehensive …
intelligence, and natural language processing. This paper aims to provide a comprehensive …
Leveraging large language model as simulated patients for clinical education
Simulated Patients (SPs) play a crucial role in clinical medical education by providing
realistic scenarios for student practice. However, the high cost of training and hiring qualified …
realistic scenarios for student practice. However, the high cost of training and hiring qualified …
You're (Not) My Type‐Can LLMs Generate Feedback of Specific Types for Introductory Programming Tasks?
Background Feedback as one of the most influential factors for learning has been subject to
a great body of research. It plays a key role in the development of educational technology …
a great body of research. It plays a key role in the development of educational technology …
Evaluating Language Models for Generating and Judging Programming Feedback
The emergence of large language models (LLMs) has transformed research and practice in
a wide range of domains. Within the computing education research (CER) domain, LLMs …
a wide range of domains. Within the computing education research (CER) domain, LLMs …
LGS-KT: Integrating logical and grammatical skills for effective programming knowledge tracing
Abstract Knowledge tracing (KT) estimates students' mastery of knowledge concepts or skills
by analyzing their historical interactions. Although general KT methods have effectively …
by analyzing their historical interactions. Although general KT methods have effectively …
Students' perceptions and preferences of generative artificial intelligence feedback for programming
The rapid evolution of artificial intelligence (AI), specifically large language models (LLMs),
has opened opportunities for various educational applications. This paper explored the …
has opened opportunities for various educational applications. This paper explored the …
From Prediction to Application: Language Model-based Code Knowledge Tracing with Domain Adaptive Pre-Training and Automatic Feedback System with …
Knowledge Tracing (KT) is a critical component in online learning, but traditional
approaches face limitations in interpretability and cross-domain adaptability. This paper …
approaches face limitations in interpretability and cross-domain adaptability. This paper …
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends
Natural Language Processing (NLP) aims to analyze the text via techniques in the computer
science field. It serves the applications in healthcare, commerce, and education domains …
science field. It serves the applications in healthcare, commerce, and education domains …
Grading Documentation with Machine Learning
Professional developers, and especially students learning to program, often write poor
documentation. While automated assessment for programming is becoming more common …
documentation. While automated assessment for programming is becoming more common …
[PDF][PDF] Students As Quality Assurance Agents: An Investigation of Feedback Mechanisms
In higher education institutions, feedback from students is essential because it offers
insightful information that can be used to improve teaching methods and institutional …
insightful information that can be used to improve teaching methods and institutional …