Legal Judgment Summarization (LJS) can highly summarize legal judgment documents, improving judicial work efficiency in case retrieval and other occasions. Legal judgment documents are usually lengthy; however, most existing LJS methods are directly based on general text summarization models, which cannot handle long texts effectively. Additionally, due to the complex structural characteristics of legal judgment documents, some information may be lost by applying only one single kind of summarization model. To address these issues, we propose an integrated summarization method which (...) leverages both semantic and structural information to improve the quality of LJS. Specifically, legal judgment documents are firstly segmented into three relatively short parts according to their specific structure. We propose an extractive summarization model named BSLT and an abstractive summarization model named LPGN by adopting Lawformer as the encoder. Lawformer is a new pre-trained language model for long legal documents, which specializes in capturing long-distance dependency and modeling legal semantic features. Then, we adopt different models to summarize the corresponding part regarding its structural characteristics. Finally, the obtained summaries are integrated to generate a high-quality summary involving semantic and structural information. We conduct comparative experiments to evaluate the performance of our model. The results show that our model outperforms the baseline model LEAD-3 by 14.78% on the mean ROUGE score, which demonstrates our method is effective in LJS and is prospected to be applied to assist other tasks in legal artificial intelligence. (shrink)

Similar case analysis (SCA) is an essential topic in legal artificial intelligence, serving as a reference for legal professionals. Most existing works treat SCA as a traditional text classification task and ignore some important legal elements that affect the verdict and case similarity, like legal events, and thus are easily misled by semantic structure. To address this issue, we propose a Legal Event-Context Model named LECM to improve the accuracy and interpretability of SCA based on Chinese legal corpus. The event-context (...) integration mechanism, which is an essential component of the LECM, is proposed to integrate the legal event and context information based on the attention mechanism, enabling legal events to be associated with their corresponding relevant contexts. We introduce an event detection module to obtain the legal event information, which is pre-trained on a legal event detection dataset to avoid labeling events manually. We conduct extensive experiments on two SCA tasks, i.e., similar case matching (SCM) and similar case retrieval (SCR). Compared with baseline models, LECM is validated by about 13% and 11% average improvement in terms of mean average precision and accuracy respectively, for SCR and SCM tasks. These results indicate that LECM effectively utilizes event-context knowledge to enhance SCA performance and its potential application in various legal document analysis tasks. (shrink)

Most research on student plagiarism defines the concept very narrowly or with much ambiguity. Many studies focus on plagiarism involving large swaths of text copied and pasted from unattributed sources, a type of plagiarism that the overwhelming majority of students seem to have little trouble identifying. Other studies rely on ambiguous definitions, assuming students understand what the term means and requesting that they self-report how well they understand the concept. This study attempts to avoid these problems by examining student perceptions (...) of more complex citation issues. We presented 240 students with a series of examples, asked them to indicate whether or not each should be considered plagiarism, and followed up with a series of demographic and attitudinal questions. The examples fell within the spectrum of inadequate citation, patchwriting, and the reuse of other people’s ideas. Half were excerpted from publicized cases of academic plagiarism, and half were modified from other sources. Our findings indicated that students shared a very strong agreement that near verbatim copy and paste and patchwriting should be considered plagiarism, but that they were much more conflicted regarding the reuse of ideas. Additionally, this study found significant correlation between self-reported confidence in their understanding and the identification of more complex cases as plagiarism, but this study found little correlation between academic class status or exposure to plagiarism detection software and perceptions of plagiarism. The latter finding goes against a prevailing sentiment in the academic literature that the ability to recognize plagiarism is inherently linked to academic literacy. Overall, our findings indicate that more pedagogical emphasis may need to be placed on complex forms of plagiarism. (shrink)

: Bioethics has focused principally on ethical issues arising in clinical medicine. When it has addressed justice or equity, it has focused on access to health care and on defending a general moral right to health care. This dual focus on establishing a right to health care and on health care rather than health has left bioethics largely silent on two issues of fundamental importance for a full account of justice and health. First, the focus on establishing a right to (...) health care has contributed to a failure to address difficult issues in developing ethical standards for equitably prioritizing limited resources in health care. Second, the focus on inequalities in access to health care has ignored the much greater impact of social determinants of health, in particular socioeconomic class and inequality, on health and health inequalities. Bioethics must broaden its agenda. (shrink)

This essay defends a novel interpretation of the term xìng 性 as it occurs in Chinese texts of the late Warring States period (roughly 320–221 BCE). The term played an important role both in the famous controversy over the goodness or badness of people’s xìng and elsewhere in the intellectual discourse of the period. Extending especially the work of A.C. Graham, the essay stresses the importance for understanding xìng of early Chinese assumptions about spontaneity, continuity, health, and (in the human (...) case) motivation. These assumptions make xìng fundamentally different from the contemporary nature concepts with which it is often equated. In particular, people’s xìng is not a near-equivalent of human nature or (in modern Chinese) of rénxìng 人性. (shrink)

We integrate information from distinct domains, especially in metaphor. What sort of cognitive architecture underlies this kind of integration? Fodor (1983) argued that it involves nonmodular mechanisms. He also contended that the nonmodular mechanisms evolved from modular ones through a process of demodularization, a position elaborated by Mithen (1996). In this article, I defend Fodor and Mithen from criticisms offered by Sperber (1994). Sperber suggested that nonmodular mechanisms are unlikely to have evolved because an increasingly large database would incapacitate the (...) cognitive system due to combinatorial explosion and the frame problem. Moreover, he argued that nonmodular mechanisms are not required to explain our ability to integrate information. I argue that proponents of demodularization can respond to Sperber's criticisms by assuming that either an expanding database co-evolved with increasingly sophisticated search mechanisms or the cognitive system evolved along connectionist lines. Moreover, I argue that Sperber's modular account of conceptual integration fails to satisfy the criteria for modularity-namely, information encapsulation. (shrink)

Some influential interpreters of Dharmakīrti have suggested understanding his thought in terms of a ‘sliding scale of analysis.’ Here it is argued that this emphasis on Dharmakīrti's alternating philosophical perspectives, though helpful in important respects, obscures the close connection between the two views in play. Indeed, with respect to these perspectives as Dharmakīrti develops them, the epistemology is the same either way. Insofar as that is right, John Dunne's characterization of Dharmakīrti's Yogācāra as ‘epistemic idealism ’ may not, after all, (...) distinguish this perspective from Sautrāntika; indeed, epistemic idealism can be understood as just the view these positions share. Thus, what distinguishes the ‘Yogācāra’ section of Dharmakīrti's texts is simply his making explicit that epistemological commitments the Sautrāntika does hold are already compatible with idealism. Sautrāntika and Yogācāra thus differ only when one turns to the metaphysical arguments that additionally show that only such mental things as sense data could be real. (shrink)

Using new techniques for controlling the categoricity spectrum of a structure, we construct a structure with degree of categoricity but infinite spectral dimension, answering a question of Bazhenov, Kalimullin and Yamaleev. Using the same techniques, we construct a computably categorical structure of non-computable Scott rank.

Vegetarians have argued at great length that meat-eating is wrong. Even so, the vast majority of people continue to eat meat, and even most vegetarians eventually give up on their diets. Does this prove these people must be morally corrupt? In Why It’s OK to Eat Meat, Dan C. Shahar argues the answer is no: it’s entirely possible to be an ethical person while continuing to eat meat—and not just the "fancy" offerings from the farmers' market but also the regular (...) meat we find at most supermarkets and restaurants. Shahar’s examination forcefully echoes vegetarians’ concerns about the meat industry’s impacts on animals, workers, the environment, and public health. However, he shows that the most influential ethical arguments for avoiding meat on the basis of these considerations are ultimately unpersuasive. Instead of insisting we all become vegetarians, Shahar argues each of us has broad latitude to choose which of the world’s problems to tackle, in what ways, and to what extents, and hence people can decline to take up this particular form of activism without doing anything wrong. (shrink)

This article addresses two controversial open questions in philosophical aesthetics: the nature and value of the aesthetic and of aesthetic experience when approached from the standpoint of ‘aesthetics of everyday life’ (AEL). Contrasting ‘strong’ AEL accounts that consider them radically different from those in the sphere of art, I claim that extending the realm and scope of aesthetics towards everyday life does not necessarily dispense with the concepts of the aesthetic and aesthetic experience as shaped in relation to the arts. (...) Drawing on ‘weak’ formulations of AEL and on theories that call attention to concepts of art different from modern ones, I defend a normative but open model of the aesthetic and aesthetic experience pertaining to both art and everyday life. This more integrative theoretical framework needs to include clear and consistent views of the aesthetic as well as of the self, intersubjectivity, and everyday life. (shrink)

Our understanding of language, its origins and subsequent evolution, is shaped not only by data and theories from the language sciences, but also fundamentally by the biological sciences. Recent developments in genetics and evolutionary theory offer both very strong constraints on what scenarios of language evolution are possible and probable, but also offer exciting opportunities for understanding otherwise puzzling phenomena. Due to the intrinsic breathtaking rate of advancement in these fields, and the complexity, subtlety, and sometimes apparent non-intuitiveness of the (...) phenomena discovered, some of these recent developments have either being completely missed by language scientists or misperceived and misrepresented. In this short paper, we offer an update on some of these findings and theoretical developments through a selection of illustrative examples and discussions that cast new light on current debates in the language sciences. The main message of our paper is that life is much more complex and nuanced than anybody could have predicted even a few decades ago, and that we need to be flexible in our theorizing instead of embracing a priori dogmas and trying to patch paradigms that are no longer satisfactory. (shrink)

A standard view about criminal law distinguishes between two kinds of offenses, “mala in se” and “mala prohibita.” This view also corresponds to a distinction between two bases for criminalization: certain acts should be criminalized because they are moral wrongs; other acts may be criminalized for the sake of promoting overall welfare. This paper aims to show two things: first, that allowing for criminalization for the sake of promoting welfare renders the category of wrongfulness crimes largely redundant. Second, and more (...) importantly, accepting welfare as a legitimate ground for criminalization implies a certain view about legitimate state action, which makes criminalization for wrongfulness more difficult to justify. If I am right, the view that keeps the two categories of criminalization as largely separate is untenable. I conclude with some remarks about the advantages of welfare as the basis for criminalization. (shrink)

There is good evidence that the cerebral cortex is the seat of the human mind, so an understanding of representation in the cortex could help us understand the nature of mental representation. I argue that the cortex represents in the way that models do; it is an evolutionarily designed model-building machine. The cortex belongs to a general class of model-building machines that produce isomorphisms to structures in the environment by interacting with them. The representational content of a particular model produced (...) by such a machine is determined by the operational principles according to which the machine was designed, and the history of machine-environment interaction that resulted in the production of that model. ;I explore the possibility that the operational principles according to which the cerebral cortex was designed, i.e. aspects of its causal profile that were selected for, are those described by the SINBAD theory. The SINBAD theory implies that it is the biological function of the cortex to make its constituent neurons come to interact in a way that is isomorphic to regularities structured around "sources of correlation". In the context of this isomorphism, it is the function of a particular SINBAD cell to correspond to a particular source of correlation, the one that is responsible for that cell's tuning. In other words, the cortex builds models of environmental regularities structured around sources of correlation. ;Understanding mental representation as cortical representation of this kind allows us to explain a number of important and/or puzzling features of mental intentionality as we know it: the possibility of equivocation, misrepresentation, empty representation, and twin cases, the relation between concepts and inferential roles, how it is possible for us to acquire objective concepts and beliefs via our subjective and idiosyncratic senses, and the distinction between usefulness and truth. I conclude by outlining an account of the occurrent propositional attitudes as non-representational uses of a SINBAD model that has been built up through experience. Non-representational use is cashed out in terms of causal role. Together with an account of the non-occurrent attitudes, this yields an understanding of the nature of psychological explanation. (shrink)

Contingent Valuation has been promoted as a catch-all approach to environmental valuation. While there have been numerous attempts in recent years to place monetary values on environmental amenities, studies have often reported a high frequency of protest, zero or inordinately large dollar-value responses. This paper reports on the results of a survey designed to obtain information on how people actually interpret questions of paying to avoid changes in their views of Rangitoto Island. Evidence suggests that the meaning respondents attach to (...) the actual dollar values they offer or bid are inconsistent with the conventional logic that underlies Contingent Valuation. Instead, respondents might be seen to be expressing views about how things ought to be in society, and that it is simply not right to develop Rangitoto Island. (shrink)

[my chapter in "Dissident Philosophers: Voices Against the Political Current of the Academy" (2022), T. Allan Hillman and Tully Borland, eds.].

According to Goodman (1972), two things are similar only if they possess relevant common properties. The relevance of properties, however, can vary with the context and with the goals of the person making the comparison. As a result, similarity is a highly unstable relation, and therefore difficult to use as a base from which to explain other processes, such as analogy, induction, categorization, and metaphor. A recent attempt by Gentner and her colleagues to explain the operations of the comparison process (...) in analogy may run across some of these difficulties. In particular, her structure-mapping theory (Gentner, 1983, 1989; Gentner & Markman, 1997) does not explain how the relevant features are accessed during the early stages of the comparison process. Moreover, progress on this problem will not be made until we have a solution to a more general problem--the problem of explaining how people manage to bring relevant information to bear in the processing of new information. (shrink)

行動経済学によって、さまざまに系統的な不合理さが見えてきた。手をかけることが高評価をもたらすIKEA効果、やる気をそいでいる高額ボーナス、自分で思いついた(と思わせられた)意見は好ましい、雑用は一気に 片づけるほうが楽...。行動経済学研究の第一人者が、わたしたちがなぜ、どのように不合理な行動をしてしまうのかをユニークな実験で紹介。わかりやすい数々の実例で経済の真の姿を解明し、よりよい決断へとつなげ る話題作。.

Written for any motivated reader with a high-school knowledge of mathematics, and the discipline to follow logical arguments, this book presents the proofs for revolutionary impossibility theorems in an accessible way, with less jargon and notation, and more background, intuition, examples, explanations, and exercises.

Past work has shown that men’s gender identities often lead them to eschew household labour in an attempt to shore up threatened masculinity. As the COVID-19 pandemic has lead to both enormous fina...

The spiritual experience is, somehow, closer to what is proper to the contemporary scientific experiment: both are ways of tryout. A follower of such path needs to meet the requirements comparable with those of scientific experiment : rules and criteria of verification. Yet the result of this spiritual quest is on another level, because it grants access to a reality beyond our common-sense perception. To express the contents of this experience is extremely difficult, and the normal usage of words is (...) inadequate. And, with any generation in history, expressing the specificity of this experience becomes always a question of novelty. This is due to a different cultural and social background, of a different “field of experience”. I consider that nowadays we can better understand the rigor of a spiritual path as well as its concreteness, tracking the significance of spiritual practice for a more complex understanding of reality. But at the same time, new spiritual experiences, made in the actual contexts, can offer new solutions and new answers to the contemporary social and cultural challenges. Spirituality, understood as a practice following a particular religious tradition and aiming personal and community’s betterment, has the ability to provide empathy for the other, because somebody having a spiritual practice can recognize a similar need of any other human. “To reconcile” can have many meanings, from reconciling individuals to reconciling neighborhoods, communities, entire countries, to which the reconciliation with self gathers. (shrink)

This article discuss the origin of the Byzantine Cultural Model, influenced by the patristic anthropologic perspective, which discerns that present-day man is notgeneric man, but is at an intermediate stage, between a lost condition and one that could be attained. A dimension of the Eastern Christian understanding of man that is less known nowadays is related to the theme of the garment of skin. This is connected with another one, the theme of the simplicity of the mind.

Interdisciplinary perspectives on the feature of conscious life that scaffolds every act of cognition: subjective time. Our awareness of time and temporal properties is a constant feature of conscious life. Subjective temporality structures and guides every aspect of behavior and cognition, distinguishing memory, perception, and anticipation. This milestone volume brings together research on temporality from leading scholars in philosophy, psychology, and neuroscience, defining a new field of interdisciplinary research. The book's thirty chapters include selections from classic texts by William James (...) and Edmund Husserl and new essays setting them in historical context; contemporary philosophical accounts of lived time; and current empirical studies of psychological time. These last chapters, the larger part of the book, cover such topics as the basic psychophysics of psychological time, its neural foundations, its interaction with the body, and its distortion in illness and altered states of consciousness. Contributors Melissa J. Allman, Holly Andersen, Valtteri Arstila, Yan Bao, Dean V. Buonomano, Niko A. Busch, Barry Dainton, Sylvie Droit-Volet, Christine M. Falter, Thomas Fraps, Shaun Gallagher, Alex O. Holcombe, Edmund Husserl, William James, Piotr Jaśkowski, Jeremie Jozefowiez, Ryota Kanai, Allison N. Kurti, Dan Lloyd, Armando Machado, Matthew S. Matell, Warren H. Meck, James Mensch, Bruno Mölder, Catharine Montgomery, Konstantinos Moutoussis, Peter Naish, Valdas Noreika, Sukhvinder S. Obhi, Ruth Ogden, Alan o'Donoghue, Georgios Papadelis, Ian B. Phillips, Ernst Pöppel, John E. R. Staddon, Dale N. Swanton, Rufin VanRullen, Argiro Vatakis, Till M. Wagner, John Wearden, Marc Wittmann, Agnieszka Wykowska, Kielan Yarrow, Bin Yin, Dan Zahavi. (shrink)

There is much public focus in North America today on issues of corporate governance and ethics due mainly to the malpractice of several high profile corporate leaders and the negative impact of this on their corporation's stakeholders, employees and communities. This has caused a crisis of trust in the public and lead to much discussion on ways to prevent such unethical behavior by adopting new approaches through legislation and the structure of corporations. This article is not about introducing a new (...) approach to corporate ethics and governance as there is much change already taking place. The National Quality Institute in Canada offers a demonstrated and proven way, through the application of the Excellence Frameworks, of providing for good corporate guidance and ethical leadership practices. Organizations, which adopt a strategic focus on Excellence, attain great results and become healthy organizations, as their leaders understand the dynamic relationship and the balance that exists between "employees, customers, and stakeholders". These organizations build trust by acting responsibly. NQI works with many organizations in Canada that have a strategic leadership focus on organizational excellence utilizing the criteria in the NQI Canadian Excellence Frameworks for Quality and for Healthy Workplace. Organizations that take an integrated approach to Excellence also perform well in such areas as corporate social responsibility, employee health and customer satisfaction. This article has specific references to three organizations that have achieved Canada's prime recognition the Canada Awards for Excellence. (shrink)

Andre Bazin _Bazin at Work: Major Essays and Reviews from the Forties and Fifties_ Translated by Alain Piette and Bert Cardullo Edited by Bert Cardullo New York and London: Routledge, 1997 ISBN: 0415900182 256 pp.

For paediatric medicine to advance, research must be conducted specifically with children. Concern about poor recruitment has led to debate about payments to child research participants. Although concerns about undue influence by such ‘compensation’ have been expressed, it is useful to determine whether children can relate the time and inconvenience associated with participation to the value of payment offered. This study explores children's ability to determine fair remuneration for research participation, and reviews payments to children participating in research. Forty children (...) were interviewed before outpatient visits at two London Hospitals: Great Ormond Street Children's Hospital and the Whittington Hospital District General Hospital. Children were asked to value their involvement in two hypothetical research scenarios – the first an ‘additional blood sample’, the second also involving daily oral oil capsules taken for a fortnight before further venesection. Background knowledge about familiarity with money, and experience with hospitalisation was assessed. The mean valuation of involvement in the second scenario (£13.18) was higher than in the first (£2.84) (p<0.001). This higher valuation persisted when children were categorised into groups ‘aged 12+’ and ‘below 12’. Those undergoing a blood test on the day placed a higher valuation on participation in the second scenario (£10.43, £21.67, p=0.044). These children aged 8–16 demonstrated the capacity to discern a fair valuation for participation in medical research. The monetary sums are influenced by the time and inconvenience involved in the research, and by the extent of recent experience with hospital procedures. The authors review current ethical thinking regarding payments to child research participants and suggest that a fair wage model might be an ethically acceptable way to increase participation of children in research. (shrink)

First Published in 2011. Routledge is an imprint of Taylor & Francis, an informa company.

Framed as a consideration of the other contributions to the present volume of the Journal of Indian Philosophy, this essay attempts to scout and characterize several of the interrelated doctrines and issues that come into play in thinking philosophically about the doctrine of svasaṃvitti, particularly as that was elaborated by Dignāga and Dharmakīrti. Among the issues thus considered are the question of how mānasapratyakṣa (which is akin to manovijñāna) might relate to svasaṃvitti; how those related doctrines might be brought to (...) bear with respect to some problems addressed with reference to the further doctrine (also closely related to svasaṃvitti) concerning pramāṇaphala; and the distinctiveness of Dharmakīrti’s sahopalambhaniyama argument for svasaṃvitti. A question recurrently considered throughout the essay has to do with whether (following Akeel Bilgrami) svasaṃvitti reflects a perceptual or a constitutive understanding of self-awareness. (shrink)