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12/01/2022
Noisy Label Detection for Speaker Recognition
The success of deep neural networks requires both high annotation qualit...
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10/11/2022
Tight Error Bounds for Nonnegative Orthogonality Constraints and Exact Penalties
For the intersection of the Stiefel manifold and the set of nonnegative ...
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09/08/2022
Knowledge-Driven Program Synthesis via Adaptive Replacement Mutation and Auto-constructed Subprogram Archives
We introduce Knowledge-Driven Program Synthesis (KDPS) as a variant of t...
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05/16/2022
Distributed Feature Selection for High-dimensional Additive Models
Distributed statistical learning is a common strategy for handling massi...
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11/11/2021
A Chinese Multi-type Complex Questions Answering Dataset over Wikidata
Complex Knowledge Base Question Answering is a popular area of research ...
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05/22/2020
Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models
Many business documents processed in modern NLP and IR pipelines are vis...
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03/15/2020
Solving Portfolio Optimization Problems Using MOEA/D and Levy Flight
Portfolio optimization is a financial task which requires the allocation...
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05/20/2019
Enriching Pre-trained Language Model with Entity Information for Relation Classification
Relation classification is an important NLP task to extract relations be...
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03/06/2019
Multi-Instance Learning for End-to-End Knowledge Base Question Answering
End-to-end training has been a popular approach for knowledge base quest...
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04/07/2015