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Showing 1 to 2 of 2 for “"Student calibration"”.

  1. Visualizing student calibration by developing tag-enhanced open learner models: towards self-regulated learning

    … education as it moved online. In such scenarios students’ ability to self-regulate their learning and instructors’ ability to dynamically adapt their teaching become important. But current assessment techniques struggle to facilitate adaptive teaching or to promote self-directed learning. …

    uiuc Repository record for Visualizing student calibration by developing tag-enhanced open learner models: towards self-regulated learning (opens in a new tab)

  2. Enhancing knowledge distillation in large language models via domain adaptation

    … KD performance, downstream performance and calibration. Using LLaMA-2-7B teachers adapted for 2,000, 5,000, 7,500, and 10,000 DAPT steps, together with Sheared-LLaMA-1.3B students distilled under four KD variants, we evaluate two biomedical QA benchmarks: PubMedQA and BioASQ. We analyze …

    uiuc Repository record for Enhancing knowledge distillation in large language models via domain adaptation (opens in a new tab)