scholarly journals Title-Guided Encoding for Keyphrase Generation

2019 ◽  
Vol 33 ◽  
pp. 6268-6275 ◽  
Author(s):  
Wang Chen ◽  
Yifan Gao ◽  
Jiani Zhang ◽  
Irwin King ◽  
Michael R. Lyu
Keyword(s):  
Language Processing ◽  
Deep Neural Networks ◽  
State Of The Art ◽  
Relevant Information ◽  
The State ◽  
Main Body ◽  
Generation Task ◽  
Leading Role ◽  
Very High

Keyphrase generation (KG) aims to generate a set of keyphrases given a document, which is a fundamental task in natural language processing (NLP). Most previous methods solve this problem in an extractive manner, while recently, several attempts are made under the generative setting using deep neural networks. However, the state-of-the-art generative methods simply treat the document title and the document main body equally, ignoring the leading role of the title to the overall document. To solve this problem, we introduce a new model called Title-Guided Network (TG-Net) for automatic keyphrase generation task based on the encoderdecoder architecture with two new features: (i) the title is additionally employed as a query-like input, and (ii) a titleguided encoder gathers the relevant information from the title to each word in the document. Experiments on a range of KG datasets demonstrate that our model outperforms the state-of-the-art models with a large margin, especially for documents with either very low or very high title length ratios.

scholarly journals Retrofit of Residential Buildings in Europe

Designs ◽  
2019 ◽  
Vol 3 (1) ◽  
pp. 8 ◽  
Author(s):  
Giuliana Scuderi
Keyword(s):  
Best Practices ◽  
State Of The Art ◽  
Residential Buildings ◽  
The State ◽  
Data Sheet ◽  
Two Dimensional ◽  
Leading Role ◽  
New Models ◽  
Definition Of

Recently, many cities in Europe are encouraging the recovery of the existing residential heritage. To maximize the benefits of these campaigns, a multi-purpose campaign of architectural, functional, and structural retrofit is essential. Additionally, a fast-changing society requires new living criteria; new models need to be developed to respond to the developing requirements of communities and markets. This paper proposes a method of analysis for 49 residential retrofit projects, a range of “best practices” presented through the definition of strategies, and actions and thematic packages, aiming at reassuming, in a systematic way, the complex panorama of the state of the art in Europe. Each project was analyzed using a data sheet, while synoptic views and tables provided key interpretations and a panorama of strategies and approaches. The analysis of the state of the art showed that lightweight interventions achieved using dry stratified construction technologies of structure/cladding/finishing are a widespread approach to renovation and requalification both for superficial/two-dimensional actions and volumetric/spatial actions. The study also highlights the leading role of the envelope within retrofit interventions. The retrofit approaches appear to reach the greatest efficiency when reversible, because only in this way do they ensure environmentally friendly actions with the possibility of dismantling. The intervention should improve the flexibility of the existing construction with a correct balance between planning for the present and planning for the future.

The transformation of the Russian notary in the new economic realities

2020 ◽  
Vol 22 (1) ◽  
pp. 92-97
Author(s):  
KONSTANTIN A. KORSIK ◽  
◽  
ANASTASIYA A. PARFENCHIKOVA ◽  
Keyword(s):  
Public Administration ◽  
Relevant Information ◽  
The State ◽  
Technological Infrastructure ◽  
Social Sphere ◽  
The Social ◽  
Modern Economic ◽  
World Development

The article is devoted to the review of current changes in the legislation on notaries related to the development of electronic civil circulation, analysis of existing digital risks and assessment of the role of notaries in combating them. In modern economic realities, a significant expansion of the sphere of competence of the notary is carried out by introducing completely new notarial actions into the scope of the notary’s terms of reference. At the same time, the notary does not just follow the general ‘digital’ trend, but independently makes significant efforts to effectively perform the tasks of the social sphere regulator assigned to it by the state. The creation of the Unified Notary Information System as part of the formation of the technological infrastructure to ensure the security and stability of legal relations in the context of electronic civil circulation takes to a new level the quality of notarial services and the security of legally relevant information. The role of notaries significantly increases in conditions when the use of digital technologies in the economy, public administration, social sphere becomes one of the main vectors of world development, and society and the state inevitably face the flip side of this process – digital risks that jeopardize the safety of participants in civil turnover and their property. In 2020, as part of the implementation of the national program ‘Digital Economy’, it is planned to introduce a number of innovations that will create the basis for a stable and secure ‘digital’ turnover.

Kybernetická bezpečnosť – analýza legislatívneho prostredia Slovenskej republiky a aktivít na národnej a medzinárodnej úrovni

2021 ◽  
Vol 16 (1) ◽  
pp. 47-60
Author(s):  
Michaela Šimonová ◽  
Keyword(s):  
Information And Communication Technologies ◽  
Cyber Security ◽  
Communication Technologies ◽  
Relevant Information ◽  
Legal Regulation ◽  
The State ◽  
Security System ◽  
Role Of The State ◽  
Information And Communication

The arrival of information and communication technologies is nothing new. The number of people using these technologies and moving in cyberspace is growing, and therefore it is an important role of the state to respond sufficiently to such developments. A fundamental role of the state is to create a stable security system consisting of complex legislation as well as creation of a legislative environment capable of responding flexibly to the growing number of diverse incidents in cyberspace. Sufficient legal regulation consisting of unambiguous determination of competencies and tasks of individual subjects represents the basic pillar for the creation of a stable security system. The role of the state is also to maintain existing and create new partnerships with organizations that are able to provide relevant information and knowledge in the field of cyber security.

The Role of Electrolyte’s Organic Additives in Zinc-Air Batteries

2021 ◽  
Author(s):  
Hamed Pourzolfaghar ◽  
Soraya Hosseini ◽  
Marziyeh Alinejad
Keyword(s):  
State Of The Art ◽  
Cost Effective ◽  
The State ◽  
Commercial Application ◽  
Organic Additives ◽  
P Addition ◽  
Zinc Air Batteries

Addition of the organic additives to the electrolyte is one of the state-of-the-art and cost-effective solutions to develop an appropriate rechargeable ZABs able to be promoted towards commercial application. In this mini review, some of the most important organic additives have been reviewed and their functions in the zinc air batteries have been investigated.

Women Entrepreneurship

2019 ◽  
pp. 99-118
Author(s):  
Prachita A. Patil ◽  
Yogesh M. Deshpande
Keyword(s):  
Rural Areas ◽  
National Sample ◽  
The State ◽  
Sample Survey ◽  
Female Entrepreneurs ◽  
National Sample Survey ◽  
Leading Role ◽  
National Sample Survey Organization ◽  
State Of Mind

According to the National Sample Survey Organization (NSSO), not more than 14% of business establishments are run by female entrepreneurs in India, especially in rural areas. Entrepreneurship is not an easy step for women. It was traditionally considered as a man's bastion, but now with the due course of time, women are coming in the limelight to fulfil their aspiration as it is a fruitful opportunity where educated or illiterates can do wonders to achieve their dreams. Entrepreneurship is the state of mind which every woman has in her but has not been capitalized in India in a way it should have been. With the drastic change in modernization, people are more comfortable to accept the leading role of women in society, with some exceptions.

Wearable Technologies for Helping Human Thermophysiological Comfort

2018 ◽  
pp. 203-231
Author(s):  
Radostina A. Angelova
Keyword(s):  
State Of The Art ◽  
Wearable Devices ◽  
The State ◽  
The Body ◽  
Cold Environment ◽  
Human Comfort ◽  
Wearable Technologies ◽  
Thermoregulatory System ◽  
Intelligent Clothing

The thermophysiological comfort is one of the aspects of the human comfort. It is related to the thermoregulatory system of the body and its reactions to the temperature of the surrounding air, activity and clothing. The aim of the chapter is to present the state of the art in the wearable technologies for helping the human thermophysiological comfort. The basic processes of body's thermoregulatory system, the role of the hypothalamus, the reactions of the body in hot and cold environment, together with the related injuries, are described. In the second part of the chapter smart and intelligent clothing, textiles and accessories are presented together with wearable devices for body's heating/cooling.

scholarly journals An Analysis of Smart Contracts Security Threats Alongside Existing Solutions

Entropy ◽  
2020 ◽  
Vol 22 (2) ◽  
pp. 203
Author(s):  
Antonio López Vivar ◽  
Alberto Turégano Castedo ◽  
Ana Lucila Sandoval Orozco ◽  
Luis Javier García Villalba
Keyword(s):  
Economic Impact ◽  
State Of The Art ◽  
Public Domain ◽  
Third Parties ◽  
The State ◽  
Security Threats ◽  
Smart Contracts ◽  
Holistic View ◽  
Security Challenges ◽  
Very High

Smart contracts have gained a lot of popularity in recent times as they are a very powerful tool for the development of decentralised and automatic applications in many fields without the need for intermediaries or trusted third parties. However, due to the decentralised nature of the blockchain on which they are based, a series of challenges have emerged related to vulnerabilities in their programming that, given their particularities, could have (and have already had) a very high economic impact. This article provides a holistic view of security challenges associated with smart contracts, as well as the state of the art of available public domain tools.

scholarly journals From right to good, and to asset: The state-led financialisation of the social rented housing in Italy

2020 ◽  
pp. 239965442094151
Author(s):  
Emanuele Belotti ◽  
Sonia Arbaci
Keyword(s):  
Local Governments ◽  
Rental Housing ◽  
Policy Instruments ◽  
The State ◽  
Housing System ◽  
Investment Fund ◽  
Leading Role ◽  
Role Of The State ◽  
Asset Class

Rental housing has been regarded as the new ‘frontier for financialisation’ since the 2007 financial crisis. But research examining financialisation of de-commodified rental housing is limited and is primarily focused on stock acquisitions by financial investors and the enabling role of either national or local governments. This critically overlooks the emergence of the financialised production of social rented housing, the interplay between levels of government (particularly with the regional level), and the leading role of the state in these processes. By combining a political sociology approach to policy instruments with a housing system studies perspective, the paper investigates how Italy, through the interplay between national, regional (Lombardy) and local (Milan) governments, led the financialisation of its social rented housing production. Through analyses of six decades of financial-legislative changes in the housing system regarding production/provision, finance and land supply, it identifies a three-stage journey towards financialisation: (1) the rise and fall of publicly-owned rental social housing (1950s to 1990s); (2) the regionalisation and marketisation of the sector up to the late 2000s; and (3) the upward transfer from the first local-scale experiment with the real estate mutual investment fund in Milan to the creation of a national-scale System of Funds for the production of social rented housing. The study shows that the re-commodification of housing and land initiated in the 1980s were intertwined and a conditio-sine-qua-non for financialisation; that the state played a crafting—rather than solely enabling—role in this process; and that trans-scalar legislative–financial innovations transformed social rented housing into a liquid asset class.

Las metafunciones de Halliday en traducción

Babel ◽  
2020 ◽  
Vol 66 (3) ◽  
pp. 484-504
Author(s):  
Eirini Chatzikoumi
Keyword(s):  
State Of The Art ◽  
Systemic Functional Linguistics ◽  
Translation Studies ◽  
The State ◽  
Future Research ◽  
Functional Linguistics ◽  
Research And Teaching ◽  
Translator Training

Abstract This article addresses the contribution of Systemic Functional Linguistics (SFL) to translation and, specifically, the use of Halliday’s metafunctions in translation studies research. The aim is to provide the state of the art of the main findings and proposals of these studies regarding the role of metafunctions in translation and translation teaching, thus evaluating their relevance and applicability in this field. In order to achieve this, six studies were reviewed, three of them dedicated to metafunctional shifts and three to the use of metafunctions in translation teaching and evaluation. This critical bibliographic review allowed for the corroboration of the contribution of SFL to the field of translation, and for the deduction of relevant aspects for future research and teaching proposals. More precisely, the relevance of the incorporation of semantic metafunctions in translator training and evaluation is confirmed, and the possibility of a distinction between obligatory and optional metafunctional translation shifts is suggested.

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