7 citations · 9 across the 4 of their papers we have counts for
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cs.LG2023
SNOiC: Soft Labeling and Noisy Mixup based Open Intent Classification Model
Aditi Kanwar, Aditi Seetha, Satyendra Singh Chouhan +1
This paper presents a Soft Labeling and Noisy Mixup-based open intent classification model (SNOiC). Most of the previous works have used threshold-based methods to identify open in…
cs.LG2021★ 2 cited
Open-world Machine Learning: Applications, Challenges, and Opportunities
Jitendra Parmar, Satyendra Singh Chouhan, Vaskar Raychoudhury +1
Traditional machine learning mainly supervised learning, follows the assumptions of closed-world learning, i.e., for each testing class, a training class is available. However, suc…