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cs.CL2026
CARF: Context-Aware Reasoning Supervision for Scientific Evidence Screening
Nishtha Agarwal, Adam Visokay, Astha Wahi +4
Systematic reviews synthesize biomedical evidence to inform clinical and public-health decision-making, but require domain experts to manually screen thousands of studies against d…
cs.CL2026
Multi-Perspective LLM Annotations for Valid Analyses in Subjective Tasks
Navya Mehrotra, Adam Visokay, Kristina Gligorić
Large language models are increasingly used to annotate texts, but their outputs reflect some human perspectives better than others. Existing methods for correcting LLM annotation…
stat.AP2026
Randomized Recruitment Driven Sampling
Adam Visokay, Laura Boudreau, Rachel M. Heath +1
Surveys are critical inputs for research and policy, yet, enumerating a sampling frame is logistically infeasible or financially nonviable in many circumstances, such as during pan…