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)

In this chapter we focus on the debate over publicly-maintained racist monuments as it manifests in the mid-2010s Anglosphere, primarily in the US (chiefly regarding the over 700 monuments devoted to the Confederacy), but to some degree also in Britain and Commonwealth countries, especially South Africa (chiefly regarding monuments devoted to figures and events associated with colonialism and apartheid). After pointing to some representative examples of racist monuments, we discuss ways a monument can be thought racist, and neutrally categorize removalist (...) and preservationist arguments heard in the monument debate. We suggest that both extremist and moderate removalist goals are likely to be self-defeating, and that when concerns of civic sustainability are put on moral par with those of fairness and justice, something like a Mandela-era preservationist policy is best: one which removes the most offensive of the minor racist monuments, but which focuses on closing the monumentary gap between peoples and reframing existing racist monuments. (shrink)

Faced with the choice between supporting industrial plant agriculture and hunting, Tom Regan’s rights view can be plausibly developed in a way that permits a form of hunting we call “dignitarian.” To motivate this claim, we begin by showing how the empirical literature on animal deaths in plant agriculture suggests that a non-trivial amount of hunting would not add to animal harm. We discuss how Tom Regan’s miniride principle appears to morally permit hunting in that case, and we address recent (...) objections by Jason Hanna to environmentally-based culling that may be seen to speak against this conclusion. We then turn to dignity, which is especially salient in scenarios where harm is necessary or justifiable. We situate “dignitarian” hunting within a larger framework of adversarial ethics, and argue that dignitarian hunting gives animals a more dignified death than the alternatives endemic to large-scale plant agriculture, and so is permissible based on the kinds of principles that Regan endorses. Indeed, dignitarian hunting may actually fit better with Regan’s widely endorsed animal rights framework than the practice of many vegans, and should only be rejected if we’re just as willing to condemn supporting conventional plant agriculture. (shrink)

In a 2004 paper, “Hume’s Missing Shade of Blue Reconsidered from a Newtonian Perspective,” Eric Schliesser argues that Hume’s well-known discussion of the missing shade of blue “reveals considerable ignorance of Newton’s achievement in optics,” and that Hume has failed to assimilate the lessons taught by Newton’s optical experiments. I argue in this paper, contrary to Schliesser, that Hume’s views on color are logically and evidentially independent of Newton’s results. In developing my reading, I will argue that Schliesser accepts an (...) overly broad interpretation of the implications of Newton’s experimental results, and takes inadequate account of Hume’s disciplined methodological restrictions on the kinds of experiential evidence that are to be admitted in building the foundations of his science of human nature. (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)

What can be understood of other cultures? And what can we learn about people in general from the study of other cultures? In the three closely related essays that constitute this book and which have already created considerable controversy in their original French versions, and been rewritten and expanded for this edition, Dan Sperber discusses these fundamental issues of anthropology. In the first essay he analyses the way in which anthropology is written and read. In the second, he offers a (...) novel rationalist alternative to cultural relativism, based on both anthropological and psychological arguments, and illustrated by his own fieldwork in Ethiopia. The third essay provides an assessment of the work of Lévi-Strauss, in which the arguments of the previous two essays are linked with an incisive critique of Lévi-Strauss' contribution to the study of cultural variation. (shrink)

One of the central questions within contemporary debates about collective intentionality concerns the notion and status of the we. The question, however, is by no means new. At the beginning of the last century, it was already intensively discussed in phenomenology. Whereas Heidegger argued that a focus on empathy is detrimental to a proper understanding of the we, and that the latter is more fundamental than any dyadic interaction, other phenomenologists, such as Stein, Walther and Husserl, insisted on the importance (...) of empathy for proper we-experiences. In this paper, I will present some of the key moves in this debate and then discuss and assess Husserl’s specific proposal, according to which reciprocal empathy, second-person engagement and self-alienation are all important presuppositions for group-identification and we-identity. (shrink)

How should modern medicine's dramatic new powers to sustain life be employed? How should limited resources be used to extend and improve the quality of life? In this collection, Dan Brock, a distinguished philosopher and bioethicist and co-author of Deciding for Others (Cambridge, 1989), explores the moral issues raised by new ideals of shared decision making between physicians and patients. The book develops an ethical framework for decisions about life-sustaining treatment and euthanasia, and examines how these life and death decisions (...) are transformed in health policy when the focus shifts from what is best for a patient to what is just for all patients. Professor Brock combines acute philosophical analysis with a deep understanding of the realities of clinical health policy. This is a volume for philosophers concerned with medical ethics, health policy professionals, physicians interested in bioethics, and undergraduate courses in biomedical ethics. (shrink)

We have some of our properties purely in virtue of the way we are. (Our mass is an example.) We have other properties in virtue of the way we interact with the world. (Our weight is an example.) The former are the intrinsic properties, the latter are the extrinsic properties. This seems to be an intuitive enough distinction to grasp, and hence the intuitive distinction has made its way into many discussions in philosophy, including discussions in ethics, philosophy of mind, (...) metaphysics, epistemology and philosophy of physics. Unfortunately, when we look more closely at the intuitive distinction, we find reason to suspect that it conflates a few related distinctions, and that each of these distinctions is somewhat resistant to analysis. (shrink)

Non-skeptical robust realists about normativity, mathematics, or any other domain of non- causal truths are committed to a correlation between their beliefs and non- causal, mind-independent facts. Hartry Field and others have argued that if realists cannot explain this striking correlation, that is a strong reason to reject their theory. Some consider this argument, known as the Benacerraf–Field argument, as the strongest challenge to robust realism about mathematics, normativity, and even logic. In this article I offer two closely related accounts (...) for the type of explanation needed in order to address Field's challenge. I then argue that both accounts imply that the striking correlation to which robust realists are committed is explainable, thereby discharging Field's challenge. Finally, I respond to some objections and end with a few unresolved worries. (shrink)

This the tenth volume in the Vancouver Studies in Cogntive Science series. It concerns metarepresentation: the construction and use of representations that represent other representations. Metarepresentations are ubiquitous among human beings, whenever we think or talk about mental states or linguistic acts, or theorize about the mind or language. It is crucial to the unconscious process we use to divine the mental states of others, and ultimately to any workable theory of the mind. This volume collects previously unpublished studies on (...) the subject by an interdisciplinary group of contributors, including: Daniel Dennett, Alvin Goldman, Keith Lehrer, Leda Cosmides and John Tooby. (shrink)

If we want to assess whether or not a naturalized phenomenology is a desideratum or a category mistake, we need to be clear on precisely what notion of phenomenology and what notion of naturalization we have in mind. In the article I distinguish various notions, and after criticizing one type of naturalized phenomenology, I sketch two alternative takes on what a naturalized phenomenology might amount to and propose that our appraisal of the desirability of such naturalization should be more positive, (...) if we opt for one or both of the latter alternatives. (shrink)

The article examines some of the main theses about self-awareness developed in recent analytic philosophy of mind (especially the work of Bermúdez), and points to a number of striking overlaps between these accounts and the ones to be found in phenomenology. Given the real risk of unintended repetitions, it is argued that it would be counterproductive for philosophy of mind to ignore already existing resources, and that both analytical philosophy and phenomenology would profit from a more open exchange.

If the self—as a popular view has it—is a narrative construction, if it arises out of discursive practices, it is reasonable to assume that the best possible avenue to self-understanding will be provided by those very narratives. If I want to know what it means to be a self, I should look closely at the stories that I and others tell about myself, since these stories constitute who I am. In the following I wish to question this train of thought. (...) I will argue that we need to operate with a more primitive and fundamental notion of self; a notion of self that cannot be captured in terms of narrative structures. In a parallel move, I will argue that there is a crucial dimension of what it means to be other that is equally missed by the narrative approach. I will consequently defend the view that there are limits to the kind of understanding of self and others that narratives can provide. (shrink)

Recently, a number of neuroscientists and philosophers have taken the so-called predictive coding approach to support a form of radical neuro-representationalism, according to which the content of our conscious experiences is a neural construct, a brain-generated simulation. There is remarkable similarity between this account and ideas found in and developed by German neo-Kantians in the mid-nineteenth century. Some of the neo-Kantians eventually came to have doubts about the cogency and internal consistency of the representationalist framework they were operating within. In (...) this paper, I will first argue that some of these concerns ought to be taken seriously by contemporary proponents of predictive coding. After having done so, I will turn to phenomenology. As we shall see, Husserl’s endorsement of transcendental idealism was partially motivated by his rejection of representationalism and phenomenalism and by his attempt to safeguard the objectivity of the world of experience. This confronts us with an intriguing question. Which position is best able to accommodate our natural inclination for realism: Contemporary neuro-representationalism or Husserl’s transcendental idealism? (shrink)

In recent years, the social dimensions of selfhood have been discussed widely. Can you be a self on your own or only together with others? Is selfhood a built-in feature of experience or rather socially constructed? Does a strong emphasis on the first-personal character of consciousness prohibit a satisfactory account of intersubjectivity or is the former rather a necessary requirement for the latter? These questions are explored in the following contribution.

Reviews the history of teaching in the United States over three hundred years, and describes aspects of recruitment, organization, and logic particular to the profession.

Many philosophers believe that when a theory is committed to an apparently unexplainable massive correlation, that fact counts significantly against the theory. Philosophical theories that imply that we have knowledge of non-causal mind-independent facts are especially prone to this objection. Prominent examples of such theories are mathematical Platonism, robust normative realism and modal realism. It is sometimes thought that theists can easily respond to this sort of challenge and that theism therefore has an epistemic advantage over atheism. In this paper, (...) I will argue that, contrary to widespread thought, some versions of theism only push the challenge one step further and thus are in no better position than atheism. (shrink)

In this short paper I survey recent contextualist answers to the challenge from disagreement raised by contemporary relativists. After making the challenge vivid by means of a working example, I specify the notion of disagreement lying at the heart of the challenge. The answers are grouped in three categories, the first characterized by rejecting the intuition of disagreement in certain cases, the second by conceiving disagreement as a clash of non-cognitive attitudes and the third by relegating disagreement at the pragmatic (...) level. For each category I present several important variants and raise some (general) criticisms. The paper is meant to offer a quick introduction to the current contextualist literature on disagreement and thus a useful tool for further research. (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)

Ecologically-motivated authoritarianism flourished initially during the 1970s but largely disappeared after the decline of socialism in the late-1980s. Today, 'eco- authoritarianism ' is beginning to reassert itself, this time modelled not after the Soviet Union but modern-day China. The new eco-authoritarians denounce central planning but still suggest that governments should be granted powers that free them from subordination to citizens' rights or democratic procedures. I argue that current eco-authoritarian views do not present us with an attractive alternative to market liberal (...) democracy even if we take a highly pessimistic view of our shared prospects under the latter sort of regime. (shrink)

The leading account of intrinsicality over the last thirty years has arguably been David Lewis's account in terms of perfect naturalness. Lewis's account, however, has three serious problems: i) it cannot allow necessarily coextensive properties to differ in whether they are intrinsic; ii) it falsely classifies non-qualitative properties like being Obama as non-intrinsic; and iii) it is incompatible with a number of metaphysical theories that posit irreducibly non-categorical properties. I argue that, as a result of these problems, Lewis's account should (...) be rejected and replaced with an alternative account, which also analyses intrinsicality in terms of perfect naturalness, but which avoids these problems. (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.

Over the last thirty years there have been a number of attempts to analyse the distinction between intrinsic and extrinsic properties in terms of the facts about naturalness. This article discusses the three most influential of these attempts, each of which involve David Lewis. These are Lewis's 1983 analysis, his 1986 analysis, and his joint 1998 analysis with Rae Langton.

It is widely recognized that prioritizing health care resources by their relative cost-effectiveness can result in lower priority for the treatment of disabled persons than otherwise similar non-disabled persons. I distinguish six different ways in which this discrimination against the disabled can occur. I then spell out and evaluate the following moral objections to this discrimination, most of which capture an aspect of its unethical character: it implies that disabled persons' lives are of lesser value than those of non-disabled persons; (...) it constitutes “double jeopardy” or violates Frances Kamm's non-linkage principle; it conflicts with equality of opportunity; it conflicts with fairness, which requires ignoring (some/most) differential impacts of treatment; it wrongly gives lower priority to disabled persons for equally effective treatment; it conflicts with giving all persons an equal chance to reach their full potential; and, it is in conflict with giving priority to the worse off. (shrink)

The COVID-19 crisis has served not just to instil fear in the populace but to highlight the importance of fear as a motivating dynamic in politics. The gradual emergence of political-philosophical approaches calling for concern for ‘positive’ emotions may have made sense under non-pandemic conditions. Now, however, describing fear in the face of a deadly pandemic as ‘irrational’ or born of ‘ignorance’ seems ‘irrational’ and ‘ignorant’. In this article, we draw upon the work of John Gray and behavioural science to (...) present a defence of fear. We show how the pandemic has highlighted deficits in the work of four thinkers highly critical of fear: Martha Nussbaum, Zygmunt Bauman, Hannah Arendt and Sara Ahmed. We argue that, if such approaches are to be of value in anything other than optimal conditions, then they have to acknowledge the fundamental role of fear in helping human beings to pursue fundamental interests. (shrink)

Intrinsicality is a central notion in metaphysics that can do important work in many areas of philosophy. It is not widely appreciated, however, that there are in fact a number of different notions of intrinsicality, and that these different notions differ in what work they can do. This paper discusses what these notions are, describes how they are related to each other, and argues that each of them can be analysed in terms of a single notion of intrinsic aboutness that (...) relates states of affairs to the things they are intrinsically about. (shrink)

This paper is a warning that objections based on thought experiments can be misleading because they may elicit judgments that, unbeknownst to the judger, have been seriously skewed by psychological biases. The fact that most people choose not to plug in to the Experience Machine in Nozick’s (1974) famous thought experiment has long been used as a knock-down objection to hedonism because it is widely thought to show that real experiences are more important to us than pleasurable experiences. This paper (...) argues that the commonplace choice to remain in reality when offered a life in the Experience Machine is best explained by status quo bias – the irrational preference for things to remain the same. An alternative thought experiment, empirical evidence, and discussion of how psychological biases can affect our judgments are provided to support this argument. (shrink)

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)

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)

This chapter examines whether an individual’s being worse off than others should be a relevant consideration in the allocation of limited medical resources. It reviews arguments pressed by proponents of different theories of justice about whether being worse off than others makes special demands on health care resource prioritization. Even if there is good reason to restrict the concern for the worse off to those with worse health in the prioritization and allocation of health care resources, additional issues remain. One (...) is how to determine who has worse health, and whether the worse off are those with the worse overall health or those with the most serious medical condition now in need of treatment. Another issue is whether only individuals’ present health, or instead their lifetime health, including past and expected future health, is relevant. (shrink)

As the Mohist doctrine of inclusive care (jian ai 兼愛) is usually understood, it is an affront to both human nature and commonsense morality.1 We are told that the Mohists rejected all particularist ties, especially to family, in the interests of a radically universalist ethic.2 But love for those close to us is deeply rooted in our natures, and few would deny that this love has moral significance. If the Mohists did deny this, it would be easy to dismiss them, (...) regardless of the abstract weight of their arguments. But the Mohists did not deny this. They consistently took it for granted that we have special attitudes and obligations toward those close to us. Filial piety was one of their core values, and .. (shrink)