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02/07/2023
Transformer-based Models for Long-Form Document Matching: Challenges and Empirical Analysis
Recent advances in the area of long document matching have primarily foc...
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12/02/2022
SMARTQUERY: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction
Graph neural networks have achieved significant success in representatio...
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08/20/2021
Supervised Contrastive Learning for Interpretable Long Document Comparison
Recent advancements in deep learning techniques have transformed the are...
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04/02/2021
Efficacy of Bayesian Neural Networks in Active Learning
Obtaining labeled data for machine learning tasks can be prohibitively e...
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05/30/2019
Matrix Completion in the Unit Hypercube via Structured Matrix Factorization
Several complex tasks that arise in organizations can be simplified by m...
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08/09/2018