4 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.CL2024★ 4 cited
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs
Jannik Kossen, Jiatong Han, Muhammed Razzak +3
We propose semantic entropy probes (SEPs), a cheap and reliable method for uncertainty quantification in Large Language Models (LLMs). Hallucinations, which are plausible-sounding…
cs.CV2023
Exemplar-based Video Colorization with Long-term Spatiotemporal Dependency
Siqi Chen, Xueming Li, Xianlin Zhang +4
Exemplar-based video colorization is an essential technique for applications like old movie restoration. Although recent methods perform well in still scenes or scenes with regular…
cs.IR2022★ 1 cited
A Frequency-aware Software Cache for Large Recommendation System Embeddings
Jiarui Fang, Geng Zhang, Jiatong Han +5
Deep learning recommendation models (DLRMs) have been widely applied in Internet companies. The embedding tables of DLRMs are too large to fit on GPU memory entirely. We propose a…