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cs.CL2026
HypothesisMed: Inference-Time Answer Fusion and Structured Hypothesis-Space Reporting for Biomedical Question Answering
Md Motaleb Hossen Manik, Ge Wang
Biomedical question answering with large language models is commonly evaluated using answer accuracy, but answer accuracy alone does not indicate whether a model can produce parsea…
cs.CL2026★ 1 cited
Unified Deployment-Aware Evaluation of Open Reasoning Language Models
Md Motaleb Hossen Manik, Ge Wang
Open reasoning language models are often compared under mixed sample sizes, partially standardized prompts, and accuracy-centered summaries, which makes practical model selection d…
cs.CL2026
Emergent decentralized regulation in a purely synthetic society
Md Motaleb Hossen Manik, Ge Wang
As autonomous AI agents increasingly inhabit online environments and extensively interact, a key question is whether synthetic collectives exhibit self-regulated social dynamics wi…