Most of neural language models use different kinds of embeddings for word prediction. While word embeddings can be associated to each word in the vocabulary or derived from characters as well as factored morphological decomposition, these word representations are mainly used to parametrize the input, i.e. the context of prediction. This work investigates the effect of using subword units (chara...

The accepted method of determining name gender is to use a probabilistic model based on observations, which fails to classify unseen names. We attempt to solve this by utilising a hyphenation-driven method which is also more space efficient. The ability to cross-check several fields within a record is of value as it permits us to validate the information provided. We concentrate here on determi...

This paper explores the developing of how designers can search for inspiration source which provided in the form of traditional elements and archetypes and also their role on idea generation in design from building to urban measure. In order to clarify of this, current study focuses on the Far-East region as an ancient part of the world in which there is a huge number of symbols like well known...

The purpose of this study was to determine the use character-laden literacy assessments using link and match method relationship between student test results regarding character-loaded questionnaire results. used in research is descriptive qualitative method, which a that makes systematic, accurate, factual overview fact, its nature, phenomena studied. data analysis technique study, namely tech...

purpose: the main objective of the study was to investigate the relationship between information literacy skills and effectiveness of primary school teachers in sari city. methodology: due to the nature of the study, descriptive-correlational survey method has been used. for data collection two researcher-made questionnaires have been employed. the population of the study was all the primary sc...

This paper finds the Artin characters and exponent dependingon character table conjugacy classes of projective special lineargroup PSL (2,P*).Then we prove that (2, P*) isequal to p*' where P is a prime number , p=3 k> 0.

Multiple antennas can greatly increase the data rate and reliability of a wireless communica-tion link in a fading environment. It is well-known that unitary matrices can be used to designdi erentially modulated space-time constellations. These constellations have a particularly e -cient description if they form a nite group under matrix multiplication. In this paper we willshow...

The classification of a chemical element as either 'metal' or 'non-metal' continues to form the basis of an instantly recognizable, universal representation of the periodic table (Mendeleeff D. 1905 The principles of chemistry, vol. II, p. 23; Poliakoff M. & Tang S. 2015 Phil. Trans. R. Soc. A 373: , 20140211). Here, we review major, pre-quantum-mechanical innovations (Goldhammer DA. 1913 Dispe...