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cs.LG2026
FinGREAT: Evaluating LLMs on Financial Graph-guided Retrieval And Typing
Ashman Mehra, Bryan Routledge, Jane JaeYeon Pyo +1
Financial disclosures express the underlying relationships of double-entry accounting through unstructured text. While financial LLM benchmarks predominantly emphasize question ans…
cs.DC2026
Lightweight Scheduling Policies for Continuously Batched LLM Serving Across GPU Architectures
Ashman Mehra, Akshan Agrawal, Akshan Agarwal +1
Large language model serving is increasingly limited not only by model size and GPU speed, but also by scheduling during autoregressive decoding, where continuous batching interlea…