In this paper we describe the MUMULS system that participated to the 2017 shared task on automatic identification of verbal multiword expressions (VMWEs). The MUMULS system was implemented using a supervised approach based on recurrent neural networks using the open source library TensorFlow. The model was trained on a data set containing annotated VMWEs as well as morphological and syntactic i...

This paper is continuation of previous work by the present author, where explicit formulas for the eigenvalues associated with several tridiagonal matrices were given. In this paper the associated eigenvectors are calculated explicitly. As a consequence, a result obtained by WenChyuan Yueh and independently by S. Kouachi, concerning the eigenvalues and in particular the corresponding eigenvecto...

Transformation matrices of the weights of the atomic wave functions in jj coupling to the relevant weights of LS coupling are considered for a shell of equivalent electrons. Their use allows one to preserve main part of relativistic effects but to classify the energy levels of an atom or an ion considered with the help of a set of quantum numbers of LS coupling scheme. Having in mind that the n...

Keyphrase boundary classification (KBC) is the task of detecting keyphrases in scientific articles and labelling them with respect to predefined types. Although important in practice, this task is so far underexplored, partly due to the lack of labelled data. To overcome this, we explore several auxiliary tasks, including semantic super-sense tagging and identification of multi-word expressions...

an important feature of the holy quran, which has often gone unnoticed, is its rich vocabulary and expressions employed to eloquently express various aspects of daily life. this aspect of the holy quran is often reflected in everyday conversations of people from various walks of life: the old and the young, the rich and the poor, the literate and the illiterate, the master and the peasant. this...

Objective(s):To examine the expressions of CD11a, CD11b, and CD11c integrins in the myocardial tissues of rats with isoproterenol-induced myocardial hypertrophy. This study also provided morphological data to investigate the signal transduction mechanisms of myocardial hypertrophy and reverse it. Materials and Methods: A myocardial hypertrophy model was established by subcutaneously injecting i...

among the linguistic resources for creating grammatical metaphor, nominalization rewords   processes and properties metaphorically as nouns within the experiential metafunction of language. following halliday's (1998a) classification of grammatical metaphor, the current study investigated nominalization exploited in an english applied linguistics textbook and its corresponding persian translati...

Human emotion is expressed, perceived and captured using a variety of dynamic data modalities, such as speech (verbal), videos (facial expressions) motion sensors (body gestures). We propose generalized approach to recognition that can adapt across modalities by modeling structured graphs. The motivation behind the graph build compact models without compromising on performance. To alleviate pro...