The Research on Chinese Automatic Segmentation

2013 ◽  
Vol 798-799 ◽  
pp. 818-821
Author(s):  
Huan Qin Li ◽  
Shi Tao Yan
Keyword(s):  
Natural Language ◽  
Key Words ◽  
Statistical Method ◽  
High Frequency ◽  
Fundamental Problem ◽  
Automatic Segmentation ◽  
Abstract Word ◽  
Word Segmentation ◽  
Key Issues

Abstract. Word Segmentation is a fundamental problem of the Chinese natural language progressing. Based on the analysis of the state on research and key issues of it .The paper introduces a tree structure statistical method of word frequency, which enables key words to match one another highly-efficiently. by which we can rapidly express texts as the set of high-frequency words,so the classification of texts is conveniently reached.

Dynamics of the processes in metal machining

1998 ◽  
Vol 2 ◽  
pp. 115-122
Author(s):  
Donatas Švitra ◽  
Jolanta Janutėnienė
Keyword(s):  
High Frequency ◽  
Machine Tools ◽  
Metal Cutting ◽  
Cutting Tool ◽  
Low Frequency ◽  
Metal Cutting Machine ◽  
Cutting Machine ◽  
Metal Machining

In the practice of processing of metals by cutting it is necessary to overcome the vibration of the cutting tool, the processed detail and units of the machine tool. These vibrations in many cases are an obstacle to increase the productivity and quality of treatment of details on metal-cutting machine tools. Vibration at cutting of metals is a very diverse phenomenon due to both it’s nature and the form of oscillatory motion. The most general classification of vibrations at cutting is a division them into forced vibration and autovibrations. The most difficult to remove and poorly investigated are the autovibrations, i.e. vibrations arising at the absence of external periodic forces. The autovibrations, stipulated by the process of cutting on metalcutting machine are of two types: the low-frequency autovibrations and high-frequency autovibrations. When the low-frequency autovibration there appear, the cutting process ought to be terminated and the cause of the vibrations eliminated. Otherwise, there is a danger of a break of both machine and tool. In the case of high-frequency vibration the machine operates apparently quiently, but the processed surface feature small-sized roughness. The frequency of autovibrations can reach 5000 Hz and more.

EFFICACY OF ENDOSCOPIC HEMOCLIPS AND INTERMITTENT INTRAVENOUS PPI IN PEPTIC ULCER BLEEDING

2019 ◽  
pp. 40-44
Author(s):  
Van Huy Tran ◽  
Duy Lieu Dinh
Keyword(s):  
Peptic Ulcer ◽  
Key Words ◽  
Proton Pump Inhibitors ◽  
Proton Pump ◽  
Ulcer Bleeding ◽  
Peptic Ulcer Bleeding ◽  
Forrest Classification

Background: Efficacy of continuous intravenous proton- pump inhibitors (IV PPI) and hemoclips alone was proved, but data about combination of an application of endoscopy clips and intermittent IV PPI in Vietnam was still limited. This study aimed to assess the efficacy of endoscopy hemoclip combined with intermittent IV PPI in the patients of peptic ulcer bleeding. Patients and methods: 34 patients diagnosed as peptic ulcer bleeding, having Forrest classification of Ia, Ib, IIa and IIb, were enrolled. Esomeprazole was administered as 80 mg IV bolus followed by intermittent IV injection of 40 mg/8h during 72h. Results: Immediate hemostasis was achieved in all 34 patients. Only 1 patient (2.9%) had early rebleeding. No severe complications was found in this study. Conclusion: Combination of endoscopy hemoclips and intermittent PPI showed effective, safe in patients of peptic ulcer bleeding. Key words: Peptic ulcer bleeding, intermittent PPI, endoscopy hemoclip

FEATURES OF OPHTHALMIC CARE FOR PATIENTS WITH COMPLICATED CATARACTS

2020 ◽  
pp. 84-89
Author(s):  
Inna Ivanovna Lapkina
Keyword(s):  
Health Care ◽  
Surgical Treatment ◽  
Postoperative Complications ◽  
Key Words ◽  
Outpatient Treatment ◽  
Practical Application ◽  
Unified Approach ◽  
Case Histories ◽  
High Prevalence

Today, around 50 million people worldwide suffer from cataracts, more than a half of them need surgical treatment. High prevalence of this pathology in Ukraine, the need to improve the provision of ophthalmic care to patients, and the reform of the health care system have made the research relevant. Concomitant diseases and special conditions of the eye increase the risk of intra− and postoperative complications, worsen the functional parameters of patients after surgery. In order to develop a unified approach to the treatment of complicated cataracts based on diagnostically related groups of patients, a retrospective analysis of case histories of patients with different variants of complications related to the condition of the lens itself, its ligament apparatus and other structures of the eye was conducted. In each case, the surgeon has to choose the appropriate modification of cataract phacoemulsification surgery. The study proposed the classification of cataract phacoemulsification modifications on the basis of the techniques and the sequence of operation stages, taking into account the classification of the degrees of turbidity of the lens, proposed by L. Buratto. It has been noted that in complicated cases, according to the indications of the patient, surgery may be performed on several modifications of cataract phacoemulsification. The developed classification made it possible to generalize the various variants of pathology and greatly facilitate the choice of tactics of surgical treatment in complicated cataracts. It can be used not only for practical application, but also for improving the qualification of trained professionals. The prospect of further research is to identify contraindications for outpatient treatment of the patients with complicated cataracts. Key words: cataract complication, classification of phacoemulsification modifications, diagnostically related groups.

The Classification of Eating Disorders

2010 ◽  
pp. 7-24 ◽  
Author(s):  
Kathryn H. Gordon ◽  
Jill M. Holm-Denoma ◽  
Ross D. Crosby ◽  
Stephen A. Wonderlich
Keyword(s):  
Eating Disorders ◽  
Eating Disorder ◽  
Latent Class ◽  
Minority Groups ◽  
Statistical Manual ◽  
Text Revision ◽  
Diagnostic And Statistical Manual ◽  
Key Issues ◽  
Dsm Iv

The purpose of the chapter is to elucidate the key issues regarding the classification of eating disorders. To this end, a review of nosological research in the area of eating disorders is presented, with a particular focus on empirically based techniques such as taxometric and latent class analysis. This is followed by a section outlining areas of overlap between the current Diagnostic and Statistical Manual of Mental Disorders – Fourth Edition, Text Revision (DSM-IV-TR; American Psychiatric Association, 2000) eating disorder categories and their symptoms. Next, eating disorder classification models that are alternatives to the DSM-IV-TR are described and critically examined in light of available empirical data. Finally, areas of controversy and considerations for change in next version of the DSM (i.e., the applicability of DSM criteria to minority groups, children, males; the question of whether clinical categories should be differentiated from research categories) are discussed.

scholarly journals BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine

2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Olga Majewska ◽  
Charlotte Collins ◽  
Simon Baker ◽  
Jari Björne ◽  
Susan Windisch Brown ◽  
...  
Keyword(s):  
Natural Language ◽  
Language Processing ◽  
Model Performance ◽  
Representation Learning ◽  
Verb Classes ◽  
Expert Annotation ◽  
Biomedical Texts ◽  
Time Required ◽  
Verb Meaning

Abstract Background Recent advances in representation learning have enabled large strides in natural language understanding; However, verbal reasoning remains a challenge for state-of-the-art systems. External sources of structured, expert-curated verb-related knowledge have been shown to boost model performance in different Natural Language Processing (NLP) tasks where accurate handling of verb meaning and behaviour is critical. The costliness and time required for manual lexicon construction has been a major obstacle to porting the benefits of such resources to NLP in specialised domains, such as biomedicine. To address this issue, we combine a neural classification method with expert annotation to create BioVerbNet. This new resource comprises 693 verbs assigned to 22 top-level and 117 fine-grained semantic-syntactic verb classes. We make this resource available complete with semantic roles and VerbNet-style syntactic frames. Results We demonstrate the utility of the new resource in boosting model performance in document- and sentence-level classification in biomedicine. We apply an established retrofitting method to harness the verb class membership knowledge from BioVerbNet and transform a pretrained word embedding space by pulling together verbs belonging to the same semantic-syntactic class. The BioVerbNet knowledge-aware embeddings surpass the non-specialised baseline by a significant margin on both tasks. Conclusion This work introduces the first large, annotated semantic-syntactic classification of biomedical verbs, providing a detailed account of the annotation process, the key differences in verb behaviour between the general and biomedical domain, and the design choices made to accurately capture the meaning and properties of verbs used in biomedical texts. The demonstrated benefits of leveraging BioVerbNet in text classification suggest the resource could help systems better tackle challenging NLP tasks in biomedicine.

scholarly journals Datives with psych nouns and adjectives in Basque

2020 ◽  
Vol 54 (3) ◽  
pp. 647-696
Author(s):  
Beatriz Fernández ◽  
Fernando Zúñiga ◽  
Ane Berro
Keyword(s):  
Natural Language ◽  
Linguistic Theory ◽  
Psychological State ◽  
Formal Expression ◽  
Fine Grained ◽  
Psych Verbs ◽  
Other Regarding ◽  
Psychological Verbs

Abstract This paper explores the formal expression of two Basque dative argument types in combination with psych nouns and adjectives, in intransitive and transitive clauses: (i) those that express the experiencer, and (ii) those that express the stimulus of the psychological state denoted by the psych noun and adjective. In the intransitive structure involving a dative experiencer (DatExpIS), the stimulus is in the absolutive case, and the intransitive copula izan ‘be’ shows both dative and absolutive agreement. This construction basically corresponds to those built upon the piacere type of psychological verbs typified in (Belletti, Adriana & Luigi Rizzi. 1988. Psych-verbs and θ-theory. Natural Language and Linguistic Theory 6. 291–352) three-way classification of Italian psych verbs. In the intransitive structure involving a dative stimulus (DatStimIS), the experiencer is marked by absolutive case, and the same intransitive copula shows both absolutive and dative agreement (with the latter corresponding to the dative stimulus and not to the experiencer). We show that the behavior of the dative argument in the two constructions is just the opposite of each other regarding a number of morphosyntactic tests, including agreement, constituency, hierarchy and selection. Additionally, we explore two parallel transitive constructions that involve either a dative experiencer and an ergative stimulus (DatExpTS) or a dative stimulus and an ergative experiencer (DatStimTS), which employ the transitive copula *edun ‘have’. Considering these configurations, we propose an extended and more fine-grained typology of psych predicates.

Features of obstetric and perinatal pathology at women with an undifferentiated dysplasia of connecting tissue

2017 ◽  
pp. 96-98
Author(s):  
A.L. Kostiuk ◽  
Keyword(s):  
Pregnant Women ◽  
Key Words ◽  
High Frequency ◽  
Clinical Laboratory ◽  
Perinatal Pathology

The objective: to study features of obstetric and perinitalny pathology at women with undifferentiated dysplasia of a connecting tissue. Patients and methods. 100 patients with clinical-laboratory signs of an undifferentiated dysplasia of connecting tissue are surveyed. On the basis of the received results of the patient were divided into two groups: the main – 50 women (expression of і6 points) whom regarded as patients with the expressed undifferentiated dysplasia of connecting tissue, and group of comparison – 50 women (expression <6 points) whom regarded as patients without the expressed undifferentiated dysplasia of connecting tissue. Results. Results of the conducted researches testify to the high frequency of obstetric and perinatal pathology at pregnant women with clinical-laboratory and functional signs of an undifferentiated dysplasia of connecting tissue. Conclusion. The received results are the basis for algorithm improvement the diagnostical and treatment-and-prophylactic actions at women with an undifferentiated dysplasia of connecting tissue. Key words: undifferentiated dysplasia of connecting tissue, obstetric and perinatal pathology.

The Riddle of Vagueness

2021 ◽  
Author(s):  
Crispin Wright
Keyword(s):  
Natural Language ◽  
Borderline Case ◽  
Higher Order ◽  
Cutting Edge ◽  
Sorites Paradox ◽  
Systematic Research ◽  
Pure Mathematics ◽  
Key Issues ◽  
Critical Overview ◽  
Original Treatment

This anthology includes fourteen of Crispin Wrights’s highly influential essays on the phenomenon of vagueness in natural language, collectively representing almost half a century of cutting-edge systematic research. Key issues addressed include whether or under what assumptions vague expressions’ apparent tolerance of marginal changes in things to which they apply indicates that they are governed by inconsistent semantic rules, the varieties of Sorites paradox and the roots of the plausibility of their respective major premises, what it is for something to be a borderline case of a vague expression, whether vagueness should be viewed as fundamentally a semantic or an epistemic phenomenon, whether there is ‘higher-order’ vagueness, and what should be the appropriate logic for vague statements. The essays reprinted here jointly document the development of a distinctively original treatment of the philosophy and logic of vagueness, broadly analogous to the intuitionistic philosophy and logic for pure mathematics. Richard Kimberly Heck contributes an extended introductory essay, providing both an insightful critical overview of the development of the distinctive elements of Wright’s thought about vagueness, and indeed an invaluable advanced introduction to the topic.

Features of professional disease of women–medical workers

2017 ◽  
pp. 70-71
Author(s):  
A.S. Shelygin ◽  
Keyword(s):  
Key Words ◽  
Functional Assessment ◽  
High Frequency ◽  
Clinical Laboratory ◽  
State Of Health ◽  
Case Rate ◽  
Working Out ◽  
Doctors And Nurses

The objective: an assessment of a professional case rate of women–medical workers. Patients and methods. The complex clinical-laboratory and functional assessment of a state of health, including genesial, at 100 women of doctors of various specialties and at 100 women of average medical workers is carried out. Results. Results of the spent researches testifies to high frequency of professional disease of medical workers of a various link – doctors and nurses. Conclusion. The received results are necessary for considering by working out of algorithm of diagnostic and treatment-and-prophylactic actions. Key words: medical workers, professional disease.

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