The appropriate understanding and fast processing of lengthy legal documents are computationally challenging problems. Designing efficient automatic summarization techniques can potentially be the key to deal with such issues. Extractive summarization is one of the most popular approaches for forming summaries out of such lengthy documents, via the process of summary-relevant sentence selection. An efficient application of this approach involves appropriate scoring of sentences, which helps in the identification of more informative and essential sentences from the document. In this work, (...) a novel sentence scoring approach DCESumm is proposed which consists of supervised sentence-level summary relevance prediction, as well as unsupervised clustering-based document-level score enhancement. Experimental results on two legal document summarization datasets, BillSum and Forum of Information Retrieval Evaluation (FIRE), reveal that the proposed approach can achieve significant improvements over the current state-of-the-art approaches. More specifically it achieves ROUGE metric F1-score improvements of (1−6)% and (6−12)% for the BillSum and FIRE test sets respectively. Such impressive summarization results suggest the usefulness of the proposed approach in finding the gist of a lengthy legal document, thereby providing crucial assistance to legal practitioners. (shrink)

The Original Work Presents A Totally New Methodology For Understanding The Concept Of Aesthetic Experience Through The Medium Of Dialogue A Dialogue Between The Subject And Object, I And Thou.

The present study analyzes the key drivers facilitating corporate social responsibility practices in large-scale organizations of North-West region of India. Further research is using Carroll’s model of CSR responsibility as a basis to develop a strategic framework that demonstrates transition from economic to holistic approach. Carroll’s CSR model focuses on four aspects: economic, legal, ethical, and philanthropic responsibilities. This research has been taken to understand whether there is a transition in Indian large-scale organizations from its primary focus on economic responsibilities (...) to legal, ethical, and philanthropic responsibilities to adopt holistic approach. Results are indicative of the fact that Indian economy has given considerable importance to social responsibility practices, and clear transition can be observed from economic to holistic approach. (shrink)

The paper investigates the ideas of solidarity and social hope textured in critiquing western epistemology and politics of knowledge production. Richard Rorty’s anti-foundationalist, anti-representationalist critique argues for the de-hierarchization of knowledge-claims. The cultural-conversational turn to knowledge and social hope in the creation of democratic community finds its rationale in the conception of human solidarity, in the most praiseworthy human abilities of trust and cooperation. The idea of social hope, a critical engagement of the knower with knowledge production in the feminist (...) discourse, however, is another anti-essentialist stance that illuminates the various axes of domination, which the pragmatization of knowledge and methods does not account for. It is in this context, that the paper examines the politics of solidarity vis-à-vis knowledge construction in Donna Haraway, Chandra Talpade Mohanty and Marnia Lazreg and argues that solidarity as dissent provides the knower a chance to articulate hope in the transformative goals of knowledge and education. Keywords: critique of epistemology, Rorty, politics of knowledge, politics of solidarity, social hope. (shrink)

The aim of the article is to discern, highlight and thus, give due cognizance to a pattern of women's environmental activism in the South that is getting increasingly pronounced with the exacerbation of injustice and inequality due to globalization. It provides a theoretical critique and highlights a practical resistance offered by a materialist ecofeminism in combating the devastating impact of multi-national corporations in the South in the fields of food and nutritional security, deforestation and the protection of biodiversity. Furthermore, it (...) develops a philosophical and moral critique of globalization by elucidating an ecofeminist ethic which highlights an alternate model of development, based on care and responsibility. The research combines a literature survey of the most recent and classic ecofeminist theoretical literature and practical case-study based on the author's own field research on ecofeminist activism prevalent in the Garhwal Himalayan region of India. (shrink)

I want to compliment the author on the obvious care and expertise with which he assembled this text. If I were to teach a yearlong graduate-level electromagnetism course, I would use this book.

In this paper, we offer a childist reading of school strikes for climate in an overheated world. We argue that school strikes can be understood as offering a dynamic counterweight to formal education, by providing opportunities for children to self-educate, and for others, especially adults, to learn from them. We suggest that taking school strikes seriously as sites of political appearance—which highlight interdependencies and vulnerabilities in the face of crises in Anthropocene neoliberalism requires rethinking the boundaries of democratic participation and (...) education. In particular, we highlight that school strikes for climate serve as an invitation for adults to let children contribute to their own ongoing formation. A childist philosophical attitude that emphasises mutual teaching—i.e. the adult capacity to see and hear what children show and say—can expand through an engagement with, rather than against school strikes. Children’s political appearance on streets to influence political priorities from an intergenerational global justice point of view is a gift for adults and adultist structures. It is a passage to grasp deep interdependence and to assume appropriate responsibility. If ‘education’ is a beacon of hope in times of overheated despair, then the hope is in educational philosophies that have room for mutual teaching. The philosophical assumption that it is adults who must always, and necessarily, teach children to prepare them for a better future would have to be discarded. (shrink)

This study examines the influence of women’s board representation on the proportion of women senior managers in the United Kingdom (UK) from 1999 to 2019. We take a multi-theoretic approach, drawing on the trickle-down effect, critical mass theory, and agency theory, to explore several aspects of this topic. We find that more women on boards is associated with more women in senior management as suggested by the trickle-down perspective. We also find support for a critical mass effect; while one or (...) two women on a board is beneficial for advancing women into senior management, three or more women directors is more advantageous. Consistent with agency theory expectations, the relationship between women on boards and senior management gender diversity is driven almost entirely by women in non-executive, rather than executive, board positions, presumably as a result of the relative independence non-executive directors have compared to their executive director counterparts. Our study suggests that increasing women’s board appointments is a potential solution to the underrepresentation of women senior managers and may assist in building a pipeline for future CEO and board appointments. (shrink)

This study reviewed and analysed the phenomenon of employer branding. We began with a review of recent research in employer branding. Next, drawing the theoretical knowledge from OB, HRM, and marketing, a framework is developed depicting the antecedents of employer branding and its impact on the company performance. For this, primary data were collected administering a questionnaire survey on 347 top-level executives in 209 companies in India, and secondary data were collected on financial performance. The results revealed that realistic job (...) previews, perceived organizational support, equity in reward administration, perceived organizational prestige, organizational trust, leadership of top management, psychological contract obligations, and corporate social responsibility influence employer branding, which in turn impact non-financial and financial performance of companies. Furthermore, leadership of top management is the most potent predictor of employer branding. Greater deviation of the existing state from the ideal state of antecedents adversely affects employer branding. Management can use this framework for developing strategy towards implementation of employer branding. (shrink)

The paper attempts to evaluate whether corporate social responsibility can contribute towards achievement of inclusive growth in India. Using content analysis of annual reports belonging to 42 non-financial companies across 8 years, the study identifies company disclosures under areas that fall within the purview of both inclusive growth, as conceptualised by the Indian government and themes of CSR subject indices mentioned in corporate social disclosure literature. The study is unique in its attempt to address the relation between CSR and inclusiveness (...) through a longitudinal analysis of 322 annual reports, in a timeframe when governmental intervention regarding CSR was negligible and the disclosures were primarily voluntary. The findings revealed that company CSR efforts are in congruence with some requirements for inclusive growth, like CSR activities in areas such as health, education, infrastructure, environment and energy and can contribute to the welfare of special interest groups such as women, children and backward sections. Apart from contributing to CSR literature in India, the paper will be of interest to corporations, government and other stakeholders of the CSR process. (shrink)

Women and children have often been affected by conflicts taking place in India’s Northeast. Although human rights abuse by armed forces and militias has been addressed in academia time and again, the weaponisation of ‘rape’ has not declined in the region as evinced by the recent incident in Manipur. As such this essay argues that solidarity among women can not only prevent such heinous crimes but can also dismantle the patriarchal structures that breed rape cultures. Further, literature can work as (...) an agency through which such consciousness of protest and solidarity can be generated. By taking into account the political and cultural discourses of this region and its manifestation in literary works with reference to Arupa Patangia Kalita’s novel The Story of Felanee the essay argues that ethnic assertions diminish the rights of women due to the patriarchal nature of these societies. Since the inter-ethnic conflicts are engineered by the patriarchs of a community in which the women are hapless sufferers, Felanee’s resilience, like the grannies of Shaheen Bagh, exemplifies resistance against oppressive structures. The essay explores the literary representation of patriarchal conditioning of ethnic resurgence, its contestation with cultural hybridisation, and the subsequent dehumanisation of women. (shrink)

BACKGROUND AND RATIONALE: Evidence based medicine is the present backbone of rational and objective, modern medical problem solving and is a meeting ground for quantitative and qualitative researchers alike as it culminates into applying the fruits of clinical research to the individual patient. A systematic enquiry into the evolving paradigms in EBM is a need of the hour. AIMS AND METHODS: A qualitative enquiry examining the impact of different methodologies in EBM and their role in generating meaning interpretable at individual (...) levels. RESULTS: Present day outcome based research deals less with patients as individuals than as populations. Evidence based medicine struggles to apply the fruits of population based research to individuals who are often not as predictable as linear quantitative research would like them to be. The present EBM literature neglects a lot of events it doesn't believe to be statistically significant and perhaps here is an area that needs to be improved on - it assumes that because associations are demonstrated between interventions and outcomes in RCTs/meta-analysis, these associations are linear and causal in the real world. While they may be demonstrated repeatedly in highly controlled environments, in the real 'uncontrolled' world of clinical practice with real people, their validity breaks down. CONCLUSIONS: One needs to make the EBM standard model patient-individual (a projection of collective patient event data) resemble the real human individual patient so that optimal EBM individual data that matches our query can be easily and quickly spotted from the dense jungle of information that has grown over the years. This hints at rethinking our entire research methodology and modifying it to suit the needs of the individual patient. (shrink)

Extant literature romanticizes frugality as a lifestyle trait that helps in the spiritual evolution of consumers, which in turn enables them in overcoming the negative consequences of materialism and over-consumption. Extant studies have not paid attention to cultural contexts, such as caste and gender, which could outline the non-volitional enactment of frugality in societies such as India. We draw from the work of the political philosopher Alain Badiou to argue that frugality embodies non-volitional subjectivities and is linked to processes of (...) responsibilization and de-politicization. We engage with layered narratives from three story-sites and conceptualize frugality as a socio-political subjectivity that disenfranchises consumers and normalizes inequality. Our study provides evidence of how consumers are made to adopt frugality to conform to political conservatism and unequal orders of caste and gender. (shrink)

Extant literature romanticizes frugality as a lifestyle trait that helps in the spiritual evolution of consumers, which in turn enables them in overcoming the negative consequences of materialism and over-consumption. Extant studies have not paid attention to cultural contexts, such as caste and gender, which could outline the non-volitional enactment of frugality in societies such as India. We draw from the work of the political philosopher Alain Badiou to argue that frugality embodies non-volitional subjectivities and is linked to processes of (...) responsibilization and de-politicization. We engage with layered narratives from three story-sites and conceptualize frugality as a socio-political subjectivity that disenfranchises consumers and normalizes inequality. Our study provides evidence of how consumers are made to adopt frugality to conform to political conservatism and unequal orders of caste and gender. (shrink)

A natural heme deficiency that exists in cells outside of the circulation broadly compromises the heme contents and functions of heme proteins in cells and tissues. Recently, we found that the signaling molecule, nitric oxide (NO), can trigger or repress the deployment of intracellular heme in a concentration‐dependent hormetic manner. This uncovers a new role for NO and sets the stage for it to shape numerous biological processes by controlling heme deployment and consequent heme protein functions in biology.

A general algorithm is given for determining whether or not a given set of pair distributions allows for the construction of all the members of a specified set of higher-order distributions which return the given pair distributions as marginals. This mathematical question underlies studies of quantum correlation experiments such as those of Bell or of Clauser and Horne, or their higher-spin generalizations. The algorithm permits the analysis of rather intricate versions of such problems, in a form readily adaptable to the (...) computer. The general procedure is illustrated by simple derivations of the results of Mermin and Schwarz for the symmetric spin-1 and spin-3/2 Einstein-Podolsky-Rosen problems. It is also used to extend those results to the spin-2 and spin-5/2 cases, providing further evidence that the range of strange quantum theoretic correlations does not diminish with increasing s. The algorithm is also illustrated by giving an alternative derivation of some recent results on the necessity and sufficiency of the Clauser-Horne conditions. The mathematical formulation of the algorithm is given in general terms without specific reference to the quantum theoretic applications. (shrink)

Arguments for a just transition are integral to debates about climate change and the drive to create a carbon-neutral economy. There are currently two broad approaches rooted in ethics and justice for framing just energy transitions. The first can be described as internal to the transition and emphasizes the anticipation, assessment, and redressing of harms created by the transition itself and the inclusion in transition governance of groups or communities potentially harmed by its disruptions. In this article, we propose a (...) second approach to ethics and justice in an energy transition, which we describe as systemic or societal in scope. This approach complements attention to the proximate dynamics and impacts of the transition process with a focus on the distant societal and economic outcomes the transition brings into being and how they compare to conditions prior to the transition. It poses the question: do the transformative social, economic, and technological changes wrought by energy systems create more just societies and economies, or do they instead reinforce or recreate long-standing injustices and inequalities? We illustrate this approach with an assessment of one of the most significant existing forms of energy injustice: the energy-poverty nexus. We argue that the energy-poverty nexus reflects configurations of socio-energy systems that create complex, extractive feedbacks between energy insecurity and economic insecurity and, over time, reinforce or exacerbate poverty. We further argue that just energy transitions should work to disentangle these configurations and re-design them so as to create generative rather than extractive feedbacks, thus ending the energy-poverty nexus and creating long-term outcomes that are more just, equitable, and fair. (shrink)

This essay attempts to outline a philosophical anthropology with dialogicality as its key concept. It argues that it is impossible to explicate this concept with any bias toward the ontological primacy of either the subject or the knowable object. The essay develops from the philosophy of Martin Buber who vindicated the need for subject-object binarism to be superseded by a relational ontology of human existence, that is, a space between the dialoguing I and Thou. From this point of view, different (...) sectors of human studies – including those involving politics or socio-political crafting of human states of affairs – must be approached according to their unique dimension. The essay’s envisioning of knowledge of humans by human being beyond any subject-object dichotomy implies a new perspective of self-other relationship whereby the phenomenological notion of intentionality is apprehended in its dialogical mode. (shrink)

Newtonian gravity is modified minimally to obtain a Lorentz covariant theory of gravity in a background flat space. Gravity is assumed to appear as a potential. Constraint Hamiltonian dynamics is used to determine particle trajectories in a manifestly covariant fashion. The resulting theory is significantly different from the general theory of relativity. However, all known experimental results (precession of planetary orbits, bending of the path of light near the sun, and gravitational spectral shift) are still explained by this theory.

Ethical workplace climate has been extensively researched in the for-profit context but neglected in nonprofits. Perhaps because nonprofits promote shared values, engage with people, and implement development interventions creating public good, they are considered implicitly ethical. This assumption has been questioned in recent studies. We attempted to develop a psychometrically valid scale measuring ethical workplace climate following a sequential research design to fill this gap. We interviewed 74 employees from 30 nonprofit organizations using the critical incident technique to generate statements (...) on ethical workplace climate. The statements generated were categorized with expert judges' help, followed by a survey of 507 nonprofit employees across India. The exploratory factor analysis (EFA) and subsequent confirmatory factor analysis (CFA) resulted in a 43-item scale, further reduced to 26 items using stepwise regression. Results of subsequent application of EFA and CFA confirmed a four-factor solution: self-interest, collegiality, internal legitimacy, and stewardship. A follow-up study of 243 members of nonprofit organizations confirmed the hypothesized relationships that ethical work climate has a significant effect on affective commitment and job engagement. Finally, we discussed our findings along theoretical contributions, implications, limitations, and future direction. (shrink)

Corrupt regulatory environment encourages firms to deploy middlemen for speedy and assured acquisition of different services from regulatory agencies. Using a World Bank dataset of 2210 Indian manufacturing firms, this article examines how firms with middlemen deal with corrupt governmental agencies for its operational efficiency. Our results demonstrate that deployment of middlemen by the firms is often accompanied by a substantial increase in operational delay, relatively trigger more consumption of senior management’s time on regulatory disentanglement, enhance the likelihood/tendency to pay (...) bribe, and likely to face more court cases as a means of restitution of legal rights. As firm-specific attributes may contaminate our preliminary results, we utilized the propensity score framework to examine relationships among variables of interests. Our study contributes to the inconspicuous part of the corruption literature by attempting to present a comprehensive but indirect assessment of the functions of middlemen that predominantly remained unattended except some scattered descriptive, case-based anecdotal presentations. (shrink)

Gestures can serve as external representations of abstract concepts which may be otherwise difficult to illustrate. Gestures often accompany verbal statement as an embodiment of mental models that augment the communication of ideas, concepts or envisioned shapes of products. A gesture is also an indicator of the subject and context of the issue under discussion. We argue that if gestures can be identified and formalized they can be used as a knowledge indexing and retrieval tool and can prove to be (...) useful access point into unstructured digital video data. We present a methodology and a prototype, called I-Gesture that allows users to (1) define a vocabulary of gestures for a specific domain, (2) build a digital library of the gesture vocabulary, and (3) mark up entire video streams based on the predefined vocabulary for future search and retrieval of digital content from the archive. I-Gesture methodology and prototype are illustrated through scenarios where it can be utilized. The paper concludes with results of evaluation experiments with I-Gesture using a test bed of design-construction projects. (shrink)

Customarily, reflections on the need to educate sensory and bodily enactments with the world, take for granted that it is the child who must be educated. However, the educational passage of becoming 'rational' and 'grown up' often leaves the adult divorced from her own embodied self. As part of my engagement with childism in this article, I ask: Who needs sensory education? In response, I propose that it is adults who need sensory education more than their temporal others Reimagining childhood (...) studies, Bloomsbury Academic, London, pp 57–74 2018) i.e. children. As Merleau-Ponty has shown, the richness of embodied perception that children experience, is relatively distant for adults. The particular lived-experience I reflect on is the sense of temporality. Accompanied by two distinct, yet interconnected examples of encounters with Baby Ole and Captain Duke, I suggest that being-with-children can enable philosophical clearings for adults to re-cognise plural temporalities, as opposed to a singular clock-time perception of Time. (shrink)

Introduction: Pharmaceutical companies offer various gifts to physicians to encourage them to prescribe their products. This collaboration has some negative and positive aspects. Different countries have established guidelines to limit the collaboration and reform such relationships. This study aims to determine the attitude of Bangladeshi medical students towards pharmaceutical gifts, physician-pharmacist collaboration, and associated factors. Methods: An online cross-sectional and correlational study was conducted through email and Google-Forms among Bangladeshi medical students. A total of 435 students from different medical colleges (...) completed the questionnaires in May and June, 2016. Results: Monthly parental income was moderate among the majority of medical students. Less than 16% had a physician or pharmacist parent. Most of the students were taught about medical ethics, but 73% were not taught about the ethics of physician-pharmacist collaboration. About 85% did not have any experience of interaction with marketing representatives. Drug samples and pennotepads were the most appreciated pharmaceutical gifts. Jewelry and gifts costing more than 100 thousand were said to be the least appreciated pharmaceutical gifts. Attitudes towards drug companies and representatives were assessed by fifteen statements. Medical students had a variety of attitudes regarding its ethical justification. Attitudes were correlated with gender, parental income, physician parents, academic years, and having been taught about pharmaceutical collaboration with physicians. Conclusion and Recommendations: medical students should elaborate on ethical reasoning before accepting pharmaceutical gifts. Medical colleges and curriculums should teach them about the interaction. A national guideline may be needed. (shrink)

"El baile cambió mi vida. Por primera vez sentí que hacía algo que me gustaba", recuerda Shampa Roy, de 18 años. Shampa , nacida en Calcuta, capital del estado indio de Bengala Occidental, creció entre orfanatos desde los cinco años, tras la muerte de sus padres. "Siempre estaba enfadada, no sé por qué. Pegaba a las otras niñas a la mínima provocación, la gente me evitaba. No respetaba ni a los profesores ni a la gente mayor", confiesa. Hasta que descubrió (...) la danza. Shampa se dio cuenta de que podía expresar sus inquietudes internas a través de pasos de baile. Explica que fue un descubrimiento que la llenó de alegría. (shrink)

Contributed articles presented at the national seminar entitled "Ethical Issues in Anthropological Research", organized by Department of Anthropology, West Bengal State University during 19-20 January 2012.