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i-Algebra: Towards Interactive Interpretability of Deep Neural Networks
Providing explanations for deep neural networks (DNNs) is essential for ...
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FedSemi: An Adaptive Federated Semi-Supervised Learning Framework
Federated learning (FL) has emerged as an effective technique to co-trai...
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A Benchmark Dataset for Understandable Medical Language Translation
In this paper, we introduce MedLane – a new human-annotated Medical Lang...
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UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data
Successful health risk prediction demands accuracy and reliability of th...
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Efficient Knowledge Graph Validation via Cross-Graph Representation Learning
Recent advances in information extraction have motivated the automatic c...
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Weak Supervision for Fake News Detection via Reinforcement Learning
Today social media has become the primary source for news. Via social me...
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Multi-Grained Named Entity Recognition
This paper presents a novel framework, MGNER, for Multi-Grained Named En...
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Long-Term Memory Networks for Question Answering
Question answering is an important and difficult task in the natural lan...
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