2 papers
cs.CL2026
Are We Grading Properly? Understanding Failure Modes in Medical Benchmarks
Prithvi Dixit, Pedram Hosseini
Medical evaluation is shifting from static option-based questioning to realistic clinical scenarios with open-ended output modes. Grading these at scale naively, however, is expens…
cs.AI2026
Inference Time Context Sparsity: Illusion or Opportunity?
Sahil Joshi, Prithvi Dixit, Agniva Chowdhury +5
Sparsity has long been a central theme in LLM efficiency, but its role in context processing remains unresolved. As LLM workloads shift toward longer contexts and agentic interacti…