2 papers
cs.CL2026
The Hidden States Cookbook: A Large-Scale Ablation Study for Noise-Robust Conversational Intent Classification in Industry
Bogdan Bogachov, Nikita Letov, Yaoyao Fiona Zhao
Conversational database interfaces face a critical challenge: users naturally embed queries in conversational noise (greetings, politeness, off-topic remarks), which degrades inten…
cs.LG2022
Probabilistic Models for Manufacturing Lead Times
Recep Yusuf Bekci, Yacine Mahdid, Jinling Xing +3
In this study, we utilize Gaussian processes, probabilistic neural network, natural gradient boosting, and quantile regression augmented gradient boosting to model lead times of la…