Deep Learning Techniques

Next, the thesis will present and analyze the model of Nallapati et al. [128], which is used as a base model to develop the proposed summary model. Then, two mechanisms used in [43] will be presented to overcome the weaknesses of the base model [128]. Finally, the thesis proposes a solution to ...

Table 4.3 shows a test sample including the reference summary, the summary of the model [43] and the summary of the proposed model PG_Feature_ASDS . The source text of this test sample see Appendix C.4 in the Appendix. Reference summary Mary Todd Lowrance, teacher at Moises e Molina high school, ...

Summary text A total of 47 bodies have been exhumed from two mass graves. Iraqis find mass graves inside presidential palace compound in Tikrit . ISIS claimed to have executed 1,700 Iraqi soldiers captured outside Camp Speicher. Table 1.1. Example illustrating a summary of an English text Summary ...