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Plagiarism meets paraphrasing: insights for the next generation in automatic plagiarism detection
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Tree edit distance as a baseline approach for paraphrase representation
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Abstract:
Finding an adequate paraphrase representation formalism is a challenging issue in Natural Language Processing. In this paper, we analyse the performance of Tree Edit Distance as a paraphrase representation baseline. Our experiments using Edit Distance Textual Entailment Suite show that, as Tree Edit Distance consists of a purely syntactic approach, paraphrase alternations not based on structural reorganizations do not find an adequate representation. They also show that there is much scope for better modelling of the way trees are aligned. ; 7 page(s)
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Keyword:
Paraphrasing; Tree alignment; Tree edit distance
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URL: http://hdl.handle.net/1959.14/208232
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The project HOPS : enabling an intelligent natural language based hub for the deployment of advanced semantically enriched multi-channel mass-scale online public services
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Un sistema de diálogo multicanal para acceder a la información y servicios de las administraciones públicas
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