Papers by Susan Lloyd
Answer-state Recurrent Relational Network (AsRRN) for Constructed Response Assessment and Feedback Grouping (2023.findings-emnlp)
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| Challenge: | STEM educators must trade off the ease of assessing selected response (SR) questions with constructed response (CR) questions, where students articulate their own reasoning. |
| Approach: | They propose to use multiple choice questions to construct response questions . they use a relational neural network to relate context, questions, reference responses, and students’ answers to a new dataset of 6,532 student responses to three, two-part CR questions. |
| Outcome: | The proposed network outperforms classifiers based on LLMs and few-shot learning with GPT-3.5 on a new dataset of 6,532 student responses to three, two-part CR questions. |