Papers by Dana Calacci
QuaLLM: An LLM-based Framework to Extract Quantitative Insights from Online Forums (2025.findings-naacl)
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| Challenge: | Qualitative and quantitative methods to analyze text data on online forums are infeasible to scale or require significant human effort to translate outputs to human readable forms. |
| Approach: | They propose a novel LLM-based framework to analyze and extract quantitative insights from text data on online forums. |
| Outcome: | The proposed framework analyzes over one million comments from two of Reddit’s rideshare worker communities, marking the largest study of its type. |