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cs.CL2026
Verdicts Without Annotated Evidence: Rejection Sampling or Label-Only Post-Training for Evidence Recovery?
Nishanth Nayakanti, Prasang Gupta, Ashutosh Bilthare +1
In many review workflows the verdict is the only thing retained. The passages behind it are not marked, because that annotation costs far more than recording the decision. We measu…
cs.CL2025
LLMRank: Understanding LLM Strengths for Model Routing
Shubham Agrawal, Prasang Gupta
The rapid growth of large language models (LLMs) with diverse capabilities, latency and computational costs presents a critical deployment challenge: selecting the most suitable mo…