Can a System-One LLM Perform Knowledge Tracing When Few or No Learners Are Logged?
arXiv:2610.11135v1 Announce Type: new Abstract: Knowledge tracing (KT) models need many logged learners, so a new course or platform starts without a usable model. In LLM-based KT the LLM generates the answer, which we call System-Two; it is either fine-tuned on the target data or reasons and votes…
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- 2026-10-09 04:00 · arXiv cs.CL
Can a System-One LLM Perform Knowledge Tracing When Few or No Learners Are Logged?