7 results
Search Results
2. EUSKOR: End-to-end coreference resolution system for Basque.
- Author
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Soraluze, Ander, Arregi, Olatz, Arregi, Xabier, and Díaz de Ilarraza, Arantza
- Subjects
BASQUE language ,ERROR analysis in mathematics ,LINGUISTIC analysis ,NEUROLINGUISTICS ,SIEVES ,MASS media - Abstract
This paper describes the process of adapting the Stanford Coreference resolution module to the Basque language, taking into account the characteristics of the language. The module has been integrated in a linguistic analysis pipeline obtaining an end-to-end coreference resolution system for the Basque language. The adaptation process explained can benefit and facilitate other languages with similar characteristics in the implementation of their coreference resolution systems. During the experimentation phase, we have demonstrated that language-specific features have a noteworthy effect on coreference resolution, obtaining a gain in CoNLL score of 7.07 with respect to the baseline system. We have also analysed the effect that preprocessing has in coreference resolution, comparing the results obtained with automatic mentions versus gold mentions. When gold mentions are provided, the results increase 11.5 points in CoNLL score in comparison with results obtained when automatic mentions are used. The contribution of each sieve is analysed concluding that morphology is essential for agglutinative languages to obtain good performance in coreference resolution. Finally, an error analysis of the coreference resolution system is presented which have revealed our system’s weak points and help to determine the improvements of the system. As a result of the error analysis, we have enriched the Basque coreference resolution adding new two sieves, obtaining an improvement of 0.24 points in CoNLL F
1 when automatic mentions are used and of 0.39 points when the gold mentions are provided. [ABSTRACT FROM AUTHOR]- Published
- 2019
- Full Text
- View/download PDF
3. Trade unions, management and European works councils: Opening Pandora's box?
- Author
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Weston, Syd and Lucio, Miguel Martinez
- Subjects
WORKS councils ,PERSONNEL management ,ORGANIZATIONAL change ,EMPLOYEE attitudes ,TRANSNATIONALISM ,INTERNATIONAL labor activities ,INDUSTRIAL relations ,INTERNATIONAL business enterprises ,LAW - Abstract
This paper makes a contribution to the ongoing debate on transnational worker representation in light of the European Works Council (EWC) directive. Three issues in particular are highlighted which we believe contribute to the organizational and political developments of EWCs. First, we present some variables which have stimulated worker representatives to 'network' with each other across national boundaries prior and parallel to the EWC directive. Looking at factors other than the EWC directive can give us a greater appreciation of the likely interactive nature of employee representatives, trade unions and management in the new forums. Second, and in particular, we explore whether certain elements of existing national industrial relations systems either stimulate or limit interest by employee representatives in forming and aligning themselves to transnational forums. Given that the German and British industrial relations systems are so different, and that the divergence between them is seen as an impediment to EU attempts to promote the growth of an integrated European system (Crouch, 1993), the research compares developments in these two countries. Third, the paper explains how management is responding to developments in transnational worker representative forums within the context of divergent industrial relations systems. We highlight in particular the way management is able to utilize institutional aspects of national systems in conditioning transnational worker representation in the newly structured forums. Such responses, we argue, raise questions regarding our understanding of convergence and divergence in industrial relations. [ABSTRACT FROM AUTHOR]
- Published
- 1997
- Full Text
- View/download PDF
4. The rigour of EPO’s patentability criteria: An insight into the “induced withdrawals”
- Author
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Lazaridis, George and van Pottelsberghe de la Potterie, Bruno
- Subjects
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PATENTS , *PATENT law , *PATENT offices , *INTERNATIONAL Patent Classification - Abstract
The EPO traditionally grants at least 60% of all patent applications, the rest being either withdrawn (30–35%) or refused (5%). This paper provides quantitative evidence suggesting that up to 54% of all patent withdrawals could be considered as induced by the work of EPO examiners, and hence may be taken as a more appropriate indicator of the rigour of the EPO. “Induced withdrawals” and refusals occur for up to 23% of all applications at the EPO. This share varies according to (1) the route chosen for an EPO filing; (2) the technological field that is considered; and (3) the country of residence of the assignee. The number of claims only slightly affects the share of withdrawals. However, on average, two additional claims induce an additional communication from the EPO, which in turn prolongs the procedural duration by an additional year. [Copyright &y& Elsevier]
- Published
- 2007
- Full Text
- View/download PDF
5. The reach of commercially motivated junk news on Facebook.
- Author
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Burger, Peter, Kanhai, Soeradj, Pleijter, Alexander, and Verberne, Suzan
- Subjects
PRESS ,INFORMATION science ,POLITICAL science ,COGNITIVE science ,COGNITIVE psychology - Abstract
Commercially motivated junk news–i.e. money-driven, highly shareable clickbait with low journalistic production standards–constitutes a vast and largely unexplored news media ecosystem. Using publicly available Facebook data, we compared the reach of junk news on Facebook pages in the Netherlands to the reach of Dutch mainstream news on Facebook. During the period 2013–2017 the total number of user interactions with junk news significantly exceeded that with mainstream news. Over 5 Million of the 10 Million Dutch Facebook users have interacted with a junk news post at least once. Junk news Facebook pages also had a significantly stronger increase in the number of user interactions over time than mainstream news. Since the beginning of 2016 the average number of user interactions per junk news post has consistently exceeded the average number of user interactions per mainstream news post. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
6. Patients' experiences of remote communication after pacemaker implant: The NORDLAND study.
- Author
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Catalan-Matamoros, Daniel, Lopez-Villegas, Antonio, Tore-Lappegard, Knut, and Lopez-Liria, Remedios
- Subjects
CARDIAC pacemakers ,TELEMEDICINE ,PATIENT satisfaction ,COST control ,HOSPITAL patients ,HEALTH facilities ,OUTPATIENT medical care - Abstract
Background: The concept of ‘patient experience’ has become central to how to improve healthcare. Remote communication with patients is today a frequent practice in healthcare services, showing similar outcomes to standard outpatient care while enabling cost reduction in both formal and informal care. The purpose of this study was to analyse the experiences of people with telemonitoring pacemakers. Methods: Patients were randomly allocated to either the telemonitoring or hospital monitoring follow-ups. Using the ‘Generic Short Patient Experiences Questionnaire’ (GS-PEQ), as well as an ad-hoc survey from the ‘telehealth patient satisfaction survey’ and ‘costs survey’, patients’ experiences were measured six months after the pacemaker implant in a cohort of 50 consecutive patients. The mean age was 74.8 (± 11.75) years and 26 (52%) patients were male of which 1 was lost in follow-up. Finally, 24 patients were followed up with standard hospital monitoring, while 25 used the telemonitoring system. Differences in baseline characteristics between groups were not found. Results: Findings showed overall positive and similar experiences in patients living with telemonitoring and hospital monitoring pacemakers. Significant differences were found in GS-PEQ concerning how telemonitoring patients received less information about their diagnosis/afflictions (p = 0.046). We did not find significant differences in other items such as ‘confidence in the clinicians’ professional skills’, ‘treatment perception adapted to their situation’, ‘involvement in decisions regarding the treatment’, ‘perception of hospital organisation’, ‘waiting before admission’, ‘satisfaction of help and treatment received’, ‘benefit received’, and ‘incorrect treatment’. Conclusions: The remote communication of pacemakers was met with positive levels of patients’ experiences similarly to patients in the hospital monitoring follow-up. However, telemonitoring patients received less information. Thus, improving the quality and timing of information is required in telemonitoring patients in the planning and organisation of future remote communication healthcare services for people living with a pacemaker implant. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
7. Exploring women’s preferences for birth settings in England: A discrete choice experiment.
- Author
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Fletcher, Benjamin Rupert, Rowe, Rachel, Hollowell, Jennifer, Scanlon, Miranda, Hinton, Lisa, and Rivero-Arias, Oliver
- Subjects
CHILDBIRTH at home ,LABOR (Obstetrics) ,PREGNANT women ,CONSUMER preferences ,CONTINUUM of care - Abstract
Objective: To explore pregnant women’s preferences for birth setting in England. Design: Labelled discrete choice experiment (DCE). Setting: Online survey. Sample: Pregnant women recruited through social media and an online panel. Methods: We developed a DCE to assess women’s preferences for four hypothetical birth settings based on seven attributes: reputation, continuity of care, distance from home, time to see a doctor, partner able to stay overnight, chance of straightforward birth and safety for baby. We used a mixed logit model, with setting modelled as an alternative-specific constant, and conducted a scenario analysis to evaluate the impact of changes in attribute levels on uptake of birth settings. Main outcome measures: Women’s preferences for birth setting. Results: 257 pregnant women completed the DCE. All birth setting attributes, except ‘time to see doctor’, were significant in women’s choice (p<0.05). There was significant heterogeneity in preferences for some attributes. Changes to levels for ‘safety for the baby’ and ‘partner able to stay overnight’ were associated with larger changes from baseline uptake of birth setting. If the preferences identified were translated into the real-world context up to a third of those who reported planning birth in an obstetric unit might choose a midwifery unit assuming universal access to all settings, and knowledge of the differences between settings. Conclusions: We found that ‘safety for the baby’, ‘chance of a straightforward birth’ and ‘can the woman’s partner stay overnight following birth’ were particularly important in women’s preferences for hypothetical birth setting. If all birth settings were available to women and they were aware of the differences between them, it is likely that more low risk women who currently plan birth in OUs might choose a midwifery unit. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
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