computational social science
PulseAugur coverage of computational social science — every cluster mentioning computational social science across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New method calibrates AI bias tests by addressing embedding space anisotropy
Researchers have proposed using Zero-phase Component Analysis (ZCA) whitening as a pre-processing step for the Word Embedding Association Test (WEAT). This method aims to address concerns about the reliability of WEAT, …
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New Protocol Validates LLM Embeddings for Social Science Research
A new research paper introduces the Construct Validity Protocol (CVP) to address the "Proxy Presumption" in computational social science, where geometric properties of embeddings are used as direct measures of social co…
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New framework evaluates interdisciplinary discourse in scholarly publications
Researchers have developed a new framework to evaluate how scholarly publications engage with ideas from different disciplines. This framework is specifically designed for interdisciplinary work, particularly in Natural…
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LLM Annotators Show Social-Desirability Bias in Social Science Research
A new paper investigates social-desirability bias in LLM annotators used for computational social science. Researchers found that three open-source models (Zephyr, Mistral-Instruct, and Qwen2.5-Instruct) exhibit differe…
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LLM text analysis framework uses covariates for subgroup hypothesis generation
Researchers have developed a new framework for conditional hypothesis generation in LLM-based text analysis. This method incorporates researcher-specified covariates to ensure that discovered language patterns reflect g…