Computer poetry generation is our first step towards computer writing. Writing must have a theme. The current approaches of using sequence-to-sequence models with attention often produce nonthematic poems. We present a conditional variational autoencoder with augmented word2vec architecture that explicitly represents the topic or theme information. This approach significantly improves the relev...

The quality and nature of knowledge that can be found by an automated knowledge-extraction system depends on its inputs. For systems that learn by reading text, the Web offers a breadth of topics and currency, but it also presents the problems of dealing with casual, unedited writing, non-textual inputs, and the mingling of languages. The results of extraction using the KNEXT system on two Web ...

Handwriting analysis is conducted by forensic document examiners who are able to visually recognize characteristics of writing evaluate the evidence writership. Recently, there have been incentives investigate how quantify similarity between two written documents support conclusions drawn experts. We use an automatic algorithm within “handwriter” package in R, decompose a handwritten sample int...

Arabic character handwriting is one of the patterns and characteristics each person's writing. This characteristic makes writing more challenging if letter recognition process based on a dataset scripts. script has been presented in totaling 16800, representing class hijaiyah letters starting from alif to yes, consisting 600 data for class. The accuracy used can be increased using ensemble meth...

This study intended to investigate the interplay of critical thinking explicit instruction, academic writing performance, critical thinking ability, and critical thinking dispositions of Iranian students. To this end, 140 students of Jahrom University of Medical Sciences (73 males and 67 females) were selected. They were divided into the experimental and control groups. Both groups received ins...

the field of elt is constantly witnessing the introduction of new instructional approaches: one such perhaps recent initiative is critical discourse analysis (cda). accordingly, the present study was an attempt to investigate the impact of cda instruction on iranian efl learners’ descriptive and argumentative writing ability. to fulfill the aforementioned purpose, a sample toefl was primarily p...