Retrieval-augmented generation to improve math question-answering: Trade-offs between groundedness and human preference
For middle-school math students, interactive question-answering (QA) with tutors is an
effective way to learn. The flexibility and emergent capabilities of generative large language …
effective way to learn. The flexibility and emergent capabilities of generative large language …
Investigating the relationship between math literacy and linguistic synchrony in online mathematical discussions through large‐scale data analytics
Previous literature has associated math literacy with linguistic factors such as verbal ability
and phonological skills. However, few studies have investigated linguistic synchrony, shown …
and phonological skills. However, few studies have investigated linguistic synchrony, shown …
Explaining technical, social, and discursive participation in online mathematical discussions
Participating in online mathematical discussions is a beneficial strategy to improve online
math learning. Research has examined online mathematical discussions from various …
math learning. Research has examined online mathematical discussions from various …
Retrieval-augmented generation to improve math question-answering: Trade-offs between groundedness and human preference
O Henkel, Z Levonian, C Li… - Proceedings of the …, 2024 - educationaldatamining.org
For middle-school math students, interactive question-answering (QA) with tutors is an
effective way to learn. The flexibility and emergent capabilities of generative large language …
effective way to learn. The flexibility and emergent capabilities of generative large language …
Designing Safe and Relevant Generative Chats for Math Learning in Intelligent Tutoring Systems
Z Levonian, O Henkel, C Li… - Journal of …, 2025 - jedm.educationaldatamining.org
Large language models (LLMs) are flexible, personalizable, and available, which makes
their use within Intelligent Tutoring Systems (ITSs) appealing. However, their flexibility …
their use within Intelligent Tutoring Systems (ITSs) appealing. However, their flexibility …
Shared language: linguistic similarity in an algebra discussion forum
Academic discourse communities and learning circles are characterized by collaboration,
sharing commonalities in terms of social interactions and language. The discourse of these …
sharing commonalities in terms of social interactions and language. The discourse of these …
Are We on the Same Page? Modeling Linguistic Synchrony and Math Literacy in Mathematical Discussions
Mathematical discussions have become a popular educational strategy to promote math
literacy. While some studies have associated math literacy with linguistic factors such as …
literacy. While some studies have associated math literacy with linguistic factors such as …
[PDF][PDF] Shared Language: Linguistic Similarity in an Algebra Discussion Forum. Computers 2023, 12, 53
Academic discourse communities and learning circles are characterized by collaboration,
sharing commonalities in terms of social interactions and language. The discourse of these …
sharing commonalities in terms of social interactions and language. The discourse of these …
Do These Students Have Similar Strategies? Clustering Math Work in Uploaded Images on an Online Learning Platform.
This exploratory study delves into the complex challenge of analyzing and interpreting
student responses to mathematical problems, typically conveyed through image formats …
student responses to mathematical problems, typically conveyed through image formats …