Semantic Textual Similarity Using Maximal Weighted Bipartite Graph Matching

    June 2012 in “ Joint Conference on Lexical and Computational Semantics ”
    Sumit Bhagwani, Shrutiranjan Satapathy, Harish Karnick
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    The paper focused on developing a system to assess semantic similarity between sentences by employing maximal weighted bipartite graph matching of sentence tokens. It utilized two token similarity measures: WordNet-based similarity and a statistical word similarity measure to address WordNet's limitations. The study explored three systems: a simple bag of words tokenization, a detailed tokenization capturing named entities and other specific elements, and a system incorporating grammatical dependencies to capture token context.
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