Search Results for author: Hunter McNichols

Found 4 papers, 3 papers with code

Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models

1 code implementation2 Apr 2024 Wanyong Feng, Jaewook Lee, Hunter McNichols, Alexander Scarlatos, Digory Smith, Simon Woodhead, Nancy Otero Ornelas, Andrew Lan

Multiple-choice questions (MCQs) are ubiquitous in almost all levels of education since they are easy to administer, grade, and are a reliable format in assessments and practices.

Distractor Generation In-Context Learning +6

Automated Distractor and Feedback Generation for Math Multiple-choice Questions via In-context Learning

no code implementations7 Aug 2023 Hunter McNichols, Wanyong Feng, Jaewook Lee, Alexander Scarlatos, Digory Smith, Simon Woodhead, Andrew Lan

Multiple-choice questions (MCQs) are ubiquitous in almost all levels of education since they are easy to administer, grade, and are a reliable form of assessment.

In-Context Learning Math +2

A Conceptual Model for End-to-End Causal Discovery in Knowledge Tracing

1 code implementation11 May 2023 Nischal Ashok Kumar, Wanyong Feng, Jaewook Lee, Hunter McNichols, Aritra Ghosh, Andrew Lan

In this paper, we take a preliminary step towards solving the problem of causal discovery in knowledge tracing, i. e., finding the underlying causal relationship among different skills from real-world student response data.

Causal Discovery Knowledge Tracing

Algebra Error Classification with Large Language Models

1 code implementation8 May 2023 Hunter McNichols, Mengxue Zhang, Andrew Lan

Existing data-driven methods avoid these limitations but specifically require mathematical expressions in student responses to be parsed into syntax trees.

Classification Math +1

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