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Found 3 papers, 1 papers with code
Enhanced Language Representation with Label Knowledge for Span Extraction
Recent works introduce the label knowledge to enhance the text representation by formalizing the span extraction task into a question answering problem (QA Formalization), which achieves state-of-the-art performance.
McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds
We demonstrate that for many types of dependent data, the forest complexity is small and thus implies good concentration.
On the ERM Principle with Networked Data
We consider general weighted ERM and show new universal risk bounds for this problem.
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