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Sarah Michele Rajtmajer

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#large language models Open access Oct 2026

Context Selection for Hypothesis and Statistical Evidence Extraction from Full-Text Scientific Articles

Extracting hypotheses and their supporting statistical evidence from full-text scientific articles is central to the synthesis of empirical findings, but remains difficult due to document length and the distribution of scientific arguments across sections of the paper. We study a sequential full-text extraction setting...

Sai Koneru, Jian Wu, Sarah Michele Rajtmajer · 0 citations
#generative ai Open access Oct 2026

Beyond Detection: Governing GenAI in Academic Peer Review as a Sociotechnical Challenge

Generative AI (GenAI) tools are increasingly entering academic peer-review workflows, raising questions about fairness, accountability, and the legitimacy of evaluative judgment. While these systems promise efficiency gains amid growing reviewer overload, their use introduces new sociotechnical risks. This paper presen...

Tatiana Chakravorti, Pranav Narayanan Venkit, Sourojit Ghosh et al. · 0 citations

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