Papers with alignment of generated survey
QSTN: A Modular Framework for Robust Questionnaire Inference with Large Language Models (2026.eacl-demo)
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| Challenge: | Questionnaire-like prompts have become an important format to probe, assess, and utilize large language models (LLMs) |
| Approach: | They propose an open-source Python framework for generating responses from questionnaire-style prompts to support in-silico surveys and annotation tasks with large language models (LLMs). |
| Outcome: | The proposed framework can be used to generate responses from questionnaire-style prompts and to perform annotations on large language models. |