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cs.CL2026
Conditional Hypothesis Generation for LLM-Based Text Analysis with Researcher-Specified Covariates
Paiheng Xu, Jing Liu, Wei Ai
A core goal of computational social science is to discover interpretable differences in how language varies across outcomes of interest, such as political affiliation or instructio…
cs.CL2024★ 6 cited
The Promises and Pitfalls of Using Language Models to Measure Instruction Quality in Education
Paiheng Xu, Jing Liu, Nathan Jones +2
Assessing instruction quality is a fundamental component of any improvement efforts in the education system. However, traditional manual assessments are expensive, subjective, and…