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Markov Logic Networks for Text Mining: A Qualitative and Empirical Comparison with Integer Linear Programming
Joint inference approaches such as Integer Linear Programming (ILP) and Markov Logic Networks (MLNs) have recently been successfully applied to many natural language processing (NLP) tasks, often outperforming their pipeline counterparts.
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