The work has been tested on a collection of historical marriage records . The results are comparable to state of the art reported in the ICDAR 2017 Information Extraction competition, even though the proposed technique does not use any dictionaries, language modeling or post processing . Results of experiments are presented to show the effect on the performance for different configurations: different ways of encoding the information, doing or not transfer learning and processing at text line or multi-line region level . The proposed technique uses a single neural network with a common architecture used for plain text recognition. The results of experiments were presented to . show the . effect on . the performance of the . performance for . different configurations, different ways . of encoding .

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Keywords : results - performance - text - show - technique -

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