Papers by Yuki Zenimoto
Coding Open-Ended Responses using Pseudo Response Generation by Large Language Models (2024.naacl-srw)
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| Challenge: | Existing pipelines for survey research using open-ended responses require time and cost-consuming manual tasks. |
| Approach: | They propose an LLM-based method to automate parts of the grounded theory approach . they generate and annotate pseudo open-ended responses and use them as training data . |
| Outcome: | The proposed method is highly efficient andcost-saving compared to human-based methods. |