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Story Disambiguation: Tracking Evolving News Stories across News and Social Streams
This is particularly the case for local news stories that are easily over shadowed by other trending stories, and for complex news stories with ambiguous content in noisy stream environments.
Distributed Entity Disambiguation with Per-Mention Learning
Entity disambiguation, or mapping a phrase to its canonical representation in a knowledge base, is a fundamental step in many natural language processing applications.
A Machine Learning Approach to Predicting the Smoothed Complexity of Sorting Algorithms
Smoothed analysis is a framework for analyzing the complexity of an algorithm, acting as a bridge between average and worst-case behaviour.
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