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cs.CL2026
Knowing Is Not Choosing: What Explicit Verification Adds Beyond Generative Preference
Yilong Li, Chengpo Yan, Aayan Arish +1
Generating a correct answer does not mean that a language model will select it. We separate factual recall into three steps: generating a correct candidate, ranking the available c…
cs.SD2026
NPUsper: Eliminating Redundant Computation for Real-Time Whisper on Mobile NPUs
Sihyeon Lee, Hojeong Lee, Sungwon Woo +3
We present NPUsper, a live transcription system that makes Whisper efficient on mobile NPUs by eliminating redundant computation. To avoid the heavy padding used by prior streaming…