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cs.AI2026
READ-Bench: Benchmarking Historical Instance Retrieval for Time-Series Diagnosis
Gerardo Pastrana, Haojun Li, Dhruv Mehta +4
Time-series diagnostic systems rarely rely on retrieving relevant historical cases, and when they do, retrieval is evaluated only indirectly through downstream prediction. We intro…
cs.AI2026
NEMO: Execution-Aware Optimization Modeling via Autonomous Coding Agents
Yang Song, Anoushka Vyas, Zirui Wei +3
We present NEMO, a system that translates Natural-language descriptions of decision problems into formal Executable Mathematical Optimization implementations using autonomous codin…