Integrated agricultural and municipal nutrient flows across the conterminous United States (CONUS) exhibit substantial interannual variability and spatial scale dependence that single‐year analyses cannot characterize. Addressing this gap has been limited by manual geospatial workflows that are time‐intensive and n...
Olatunde D. Akanbi, Vibha S. Mandayam, Atharva Gupta et al.· Transactions on GIS· 0 citations
An audit of SycEval, which reports that objections raised before a model answers (preemptive) cause more caving than those raised after (in-context), and attributes the gap to timing, and builds the missing comparison and tests it on multiple-choice questions and SycEval's own free-form pipeline.
Atharva Gupta, A. Jindal, Lavanya Nigam et al.· 1 citation
It is concluded that, on this benchmark and within this family of frozen-encoder architectures, text content is not the operative signal behind the reported gains and the perturbation protocol and evaluation harness are released as a reusable diagnostic toolkit.
K. Sridhar, Atharva Gupta, Nishant Pradhan et al.· 2 citations
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