The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts

User-generated texts include various types of stylistic properties, or noises. Such texts are not properly processed by existing morpheme analyzers or language models based on formal texts such as encyclopedias or news articles. In this paper, we propose a simple morphologically tight-fitting tokenizer (K-MT) that can better process proper nouns, coinages, and internet slang among other types of noise in Korean user-generated texts. We tested our tokenizer by performing classification tasks on Korean user-generated movie reviews and hate speech datasets, and the Korean Named Entity Recognition dataset. Through our tests, we found that K-MT is better fit to process internet slangs, proper nouns, and coinages, compared to a morpheme analyzer and a character-level WordPiece tokenizer.

Study of Morphological, Anatomical and Palynological Characters of the species Datura innoxia Mill. (Solanaceae)

This study was performed the existence of the species Datura innoxia Mill. in the Syrian flora. Also the morphological study results showed that the plant is a gray greenish herb, its stem is erect. Leaves are simple, alternated, oval, its angle is turbinated to the out. The root is sphenoid. The flower is regular. The fruit is capsule, and the seed is splay, have an excrescence. The palynological study showed that the pollens are ellipticity, triad of germination lines. Whereas, the anatomical study showed that the form of carrier packing take quadric side type.

Taxonomic Study of Three Species of the Genus Fumaria L. from Fumariaceae Depending on the Morphological, Anatomical and Palynological Standards in Lattakia

This study was performed on three types of the genus Fumaria. The measurements were taken from the various parts of the flower petals, Sepals , the stamina and fruits. Also, an anatomical study was conducted of the root and stem. The shape and diameter of pollen grains, the diameter of germination hole and the number of total pollen grains were studied. It was observed that the longest flowers and fruits in the specie F.capreolata.

The relationship between the kind of facial growth and the Bony Support around the apexes of upper central incisors using ct scan

The research aim for testing the correlations between the morphology of the bone around the apexes of the central incisors and facial type.the sample consist of 59 patient.They were divided into three groups according to their facial Type.the result is three groups ,19 short face type, 20 norm face type, and 20 long face type patients, aged 19 to 40 years.we have measured many measurement that determine the relationship between the apex of central upper incisor and its surroundings. The measurements were processed using analysis of variance Anova and Mann-Whitney U-tests and (Correlation coefficient )r .We find that at the upper central incisors, In short face type subjects the root apex of the upper central incisors was farther away from the lingual cortex than in the norm face type and long face type. In long face type subjects the root apex of the upper incisors was farther away from the palatal plane than in the norm face type and long face type.

Morphological and histological study of gonads during the reproductive cycle and the dynamics of sex inversion in Lithognathus mormyrus in the coastal waters of Lattakia Governorate.

This research was carried out on 314 individuals of L. mormyrus fish caught in front of the shores of Lattakia Governorate (Al-Basit - Lattakia area - Jableh) during the period from 20-9-2012 until 16-9-2013 by different fishing methods used locally, especially the gulsim lined nets. and cages.

Morphological and physiological study of some type of Pyrus syriaca in the Qardaha area

This study was conducted on the type of the Syrian pear, Pyrus syriaca. Boiss spread wildly in the Qardaha area in Lattakia governorate during the years 2012-2013 AD. Nine phenotypic phenotypes scattered in different locations (Ain Al-Arous - Deir Hanna - Basin) were studied, where the results showed that there were differences in some traits out of 14 studied phenotypic traits.

Comparison Study of the morphological variants of Capparis spinosa Plant Which reveals phynotybic and gynotypic variations between the studied population in the two cities of Aleppo and Lattakia in Syria

In the present study¸ twelve parameters of Capparis spinosa were studied which are: plant length¸ number of main branches¸ number of leaf doubles, leaf length, leaf width, leaf area¸ number of budes, number of flowers, number of fruits, weight of the fruits, number of seeds, weight of seeds. Statistical analysis have been done using mean¸ variation¸ A.F.C.

Improvement of Soil Physical Properties at B'lay Area in South Syria to Limit Land Degradation

Land degradation deteriorates environmental systems and has direct and negative effects on crops yield, pastures and forests. Land degradation is an old phenomenon but in the last years it accelerated and spread widely to reach some interne areas in Syria like the studied area (Blay) which situated on the road of Damascus-Sowyda. In this paper morphological, physio-chemical, hydraulic and fertility study was done to clarify and define the reasons of this degradation in this specified area. Three land sections were done and morphologically described on site, soil samples were taken for analyses in the laboratory. Results showed that, the degradation may be related to different reasons like high apparent density which indicates the soil compacting, the low cation exchange capacity (CEC) and the low hydraulic conductivity with a low percentage of available water. Results also showed that the adding different percentage of soil conditioners, like hay, compost, polymer and manure ameliorates in different ratios the physical and hydraulic properties of soil.

Study of the Most Important Morphological and Productivity Characters of the Inbreed Lines of Squash Cucurbita Pepo L.

In this research, nine inbreed lines of squash (Cucurbita pepo, L) have been studied during 2007-2008 seasons. The study contains plant phonological phases, and the most important morphological and productivity characteristics related to fruit yield to evaluate the characteristics of every line and identify the economical lines to use it in the breeding programs. The study showed genetic variation between the groups for some important economic characteristics as (the number of fruits per plant, percentage of female flowers, yield per plant, stem long and number of nodes till the first female flower). The study also showed that the inbreed lines of squash is a rich source of variation and can be use in a breeding program to product squash hybrid. The results appeared also the positive correlation between the productivity and some important economic characteristics, such as percentage of female flowers (r=0.871**), the number of fruits per plant (r=0.976**). Whereas negative correlation with the nodes till he first female flower (r=- 0.494) and internodes long (r=- 0.447). Using cluster analysis, the inbreed lines were classified into 2 distinct classes A and B, Class A contained seven inbreed wreathe class B contained Tow inbreed lines.