research
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02/19/2023
Latent Class-Conditional Noise Model
Learning with noisy labels has become imperative in the Big Data era, wh...
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research
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02/10/2023
Long-Tailed Partial Label Learning via Dynamic Rebalancing
Real-world data usually couples the label ambiguity and heavy imbalance,...
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05/25/2022
Contrastive Learning with Boosted Memorization
Self-supervised learning has achieved a great success in the representat...
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05/26/2021
Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading
In this paper, we introduce an event-driven trading strategy that predic...
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06/10/2020
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
In this paper, we explore the slot tagging with only a few labeled suppo...
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06/20/2019