arxivcs.AIcs.ARcs.CL2026-07-22
WaveformQA: Benchmarking LLM Temporal Reasoning on Digital Waveforms
Yichuan Liu, Daniel Cummings, Nick Vadlamudi
Large Language Models (LLMs) have demonstrated strong capabilities in code generation and reasoning, yet their ability to perform temporal reasoning over digital waveform data remains largely unexplored. Although reasoning over digital waveforms is a critical bottleneck in design…