100 citations · 179 across the 11 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.CL2021★ 3 cited
AutoNLU: Detecting, root-causing, and fixing NLU model errors
Pooja Sethi, Denis Savenkov, Forough Arabshahi +6
Improving the quality of Natural Language Understanding (NLU) models, and more specifically, task-oriented semantic parsing models, in production is a cumbersome task. In this work…
stat.ML2021★ 18 cited
Lagrangian Inference for Ranking Problems
Yue Liu, Ethan X. Fang, Junwei Lu
We propose a novel combinatorial inference framework to conduct general uncertainty quantification in ranking problems. We consider the widely adopted Bradley-Terry-Luce (BTL) mode…
cs.CV2021★ 1 cited
Beyond Visual Attractiveness: Physically Plausible Single Image HDR Reconstruction for Spherical Panoramas
Wei Wei, Li Guan, Yue Liu +4
HDR reconstruction is an important task in computer vision with many industrial needs. The traditional approaches merge multiple exposure shots to generate HDRs that correspond to…