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USE OF MACHINE LEARNING TO CHARACTERIZE REFERENCE RELATIONSHIP APPLIED OVER A CITATION GRAPH
USE OF MACHINE LEARNING TO CHARACTERIZE REFERENCE RELATIONSHIP APPLIED OVER A CITATION GRAPH
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机译:使用机器学习来表征引用图上的引用关系
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摘要
Techniques for document analysis using machine learning are provided. A selection of an index is received document, and a plurality of documents that refer to the index document is identified. For each respective document in the plurality of documents, a respective portion of the respective document is extracted, where the respective portion refers to the index document, and a respective vector representation is generated for the respective portion. A plurality of groupings is generated for the plurality of documents based on how each of the plurality of documents relate to the index document, by processing the vector representations using a trained classifier. Finally, at least an indication of the plurality of groupings is provided, along with the index document.
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