Abstract:Platforms such as Twitter are increasingly being used for real-world event detection. Recent work often leverages eventrelated keywords for training machine learning based event detection models. These approaches make strong assumptions on the distribution of the relevant microposts containing the keyword -referred to as the expectation -and use it as a posterior regularization parameter during model training. Such approaches are, however, limited by the informativeness of the keywords and by the accuracy of t… Show more
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