Recent progress in natural language processing has led to Transformer architectures becoming the predominant model used for natural language tasks. However, in many real- world datasets, additional modalities are included which the Transformer does n
ot directly leverage. We present Multimodal- Toolkit, an open-source Python package to incorporate text and tabular (categorical and numerical) data with Transformers for downstream applications. Our toolkit integrates well with Hugging Face's existing API such as tokenization and the model hub which allows easy download of different pre-trained models.
We present in this paper a study aimed to identify actual situation of
information systems security management in The Ministry of
Communications and Technology and entities associated, and the
ways to improve it.
This study aimed to know the effect of computerized Instructional
Package on Raising fourth Graders’ a Chievement in Social Studies
Subject according to the cooperative learning strategy in basic
education school in Al-sweida.
The research aims to study the reality of areal work in Syria by the public and private
sectors, starting with the study phase through the implementation phase and ending with
investment.
In this research, statistical and analytical studies of a s
ample of local projects have been
conducted by using (SPSS) software where the samples were divided into four case studies
showing areal work and where any deviation from the desired objectives could happen.
this research suggests, within its primary objective model, a filing system for areal work
for buildings that could be used as a reference for all topographical office work in the
public and private sector.
The aim of the research was to determine the Demand Functions of retailers
on rice in Damascus and Countryside governorates, by using random cluster
sample with 622 observations. Results showed that the brand played a major
role of the retailers d
emand on packaged rice, which led to a rise in price affect
of retailers demand on packaged rice according to the variety and the brand
compared with its impact according to variety only, while the rice variety
played a role in increasing retailers demand on dogma rice regardless of the
brand. High quality of some varieties and brands of rice led to increase its sold
rates, Egyptian, American and Australian rice achieved higher rates of sold
among short rice varieties. Indian rice achieved high sold rates among tall rice
varieties.
A field trail was conducted at Jeleen Research Station, Dara,a governorate,
Syria, during two consecutive growing seasons (2010/ 2011-2011/ 2012), in
order to evaluate the role of some cultural practices in improving nitrogen use
efficiency and gr
ains quality characteristics of four wheat varieties (Acsad1105,
Acsad1229, Acsad885 and Acsad901). The experiment was laid according to
randomized complete block design-split, with three replicates. Leaf area index,
grain starch content and grain yield were significantly higher during the first
growing season, in the wheat variety (Acsad901), for the first planting date, and
nitrogen rate (200 Kg N. ha1-), when nitrogen fertilizer was added in two splits
(1.25, 68.60 %, 1051 g. m-2).
