The modern restorative justice movement, perhaps one of the most important social movements of our time, was born in a Christian home to Christian parents, specifically to Christian peace workers striving to put their faith into action in the public arena. The first major book on the subject was written primarily for a church audience and drew deeply on biblical themes and values. But as restorative justice has moved into the mainstream of criminological thought and policy, the significance of its (...) originating spiritual impulse has been minimized or denied, and subsequent theological scholarship has done little to probe the relevance of restorative perspectives for doctrine and discipleship. In this collection of essays, Christopher D. Marshall, a biblical scholar and restorative practitioner who has devoted his career to exploring the relationship between the two fields, considers how peacemaking Christians can honor the witness and authority of Scripture, including its apparently violence-endorsing strands, as they strive to join in God’s great work in Christ of “reconciling to himself all things, whether on earth or in heaven, by making peace through the blood of his cross” (Col 1:20). (shrink)

An outline is given in the following memoir of some of the earlier results of an inquiry which I am still prosecuting, and a comparatively new statistical process will be used in it for the first time in dealings with psychological data. It is that which I described under the title of "Statistics by Intercomparison" in the Philosophical Magazine of Jany., 1875.

A desirable quality of a coreference resolution system is the ability to handle transitivity constraints, such that even if it places high likelihood on a particular mention being coreferent with each of two other mentions, it will also consider the likelihood of those two mentions being coreferent when making a final assignment. This is exactly the kind of constraint that integer linear programming (ILP) is ideal for, but, surprisingly, previous work applying ILP to coreference resolution has not encoded this type (...) of constraint. We train a coreference classifier over pairs of mentions, and show how to encode this type of constraint on top of the probabilities output from our pairwise classifier to extract the most probable legal entity assignments. We present results on two commonly used datasets which show that enforcement of transitive closure consistently improves performance, including improvements of up to 3.6% using the b3 scorer, and up to 16.5% using cluster f-measure. (shrink)

This paper shows that a simple two-stage approach to handle non-local dependencies in Named Entity Recognition (NER) can outperform existing approaches that handle non-local dependencies, while being much more computationally efficient. NER systems typically use sequence models for tractable inference, but this makes them unable to capture the long distance structure present in text. We use a Conbel.

adjacent phrases, but they typically lack the ability to perform the kind of long-distance reorderings possible with syntax-based systems. In this paper, we present a novel hierarchical phrase reordering model aimed at improving non-local reorderings, which seamlessly integrates with a standard phrase-based system with little loss of computational efficiency. We show that this model can successfully handle the key examples often used to motivate syntax-based systems, such as the rotation of a prepositional phrase around a noun phrase. We contrast our (...) model with reordering models commonly used in phrase-based systems, and show that our approach provides statistically significant BLEU point gains for two language pairs: Chinese-English (+0.53 on MT05 and +0.71 on MT08) and Arabic-English (+0.55 on MT05). (shrink)

Between Sickness and Health is about illness rather than disease, and recovery rather than cure. The book argues that illness is an experience, represented by the feeling that 'I am not myself'. From the book's phenomenological point of view, feelings of illness cannot be 'unreal' or 'fake', whatever their biological basis, nor need they be categorised as 'physical', 'psychosomatic' or 'psychiatric'. The book challenges the disease-centred ethos of medicine and medical education. It demonstrates that a clearer conception of illness, as (...) distinct from disease, is therapeutic. The feeling that 'I am once again myself' can return, in some degree, whatever state the body is in. Resilience becomes more available when it is seen as a set of personal skills that can be developed, rather than as an inborn trait. Possibilities of wellness are enhanced by recognising that medical and other therapies can either support or impede recovery, as can human relationships and the socio-political environment. The book's many clinical examples are drawn from the author's broad experience as a neurologist, rehabilitation physician and systemic family therapist. Between Sickness and Health will be useful for students, practitioners and academics, and also for anyone who has been or might one day be ill. (shrink)

Libet's experiments, supported by a strict one-to-one identity thesis between brain events and mental events, have prompted the conclusion that physical events precede the mental events to which they correspond. We examine this claim and conclude that it is suspect for several reasons. First, there is a dual assumption that an intention is the kind of thing that causes an action and that can be accurately introspected. Second, there is a real problem with the method of timing the mental events (...) concerned given that Libet himself has found the reports of subjects to be unreliable in this regard. Third, there is a suspect assumption that there are such things as timable and locatable mental and brain events accompanying and causing human behaviour. For all these reasons we reject the claim that physical events are prior to and explain mental events. (shrink)

This essay explores the methodological contributions of leading ethicist, activist, and mujerista theologian Ada María Isasi-Díaz, for whom the category of lo cotidiano is central. Her work on lo cotidiano begs a basic epistemological question: How does one think critically from the standpoint of the everyday? What does conscientization look like from the perspective of lo cotidiano? In light of such questions, I explore what I find to be one of Isasi-Díaz’s most significant, yet underdeveloped, ideas — her articulation of (...) a ‘conscientized cotidiano.’ I expand this category further, drawing on the work of Agnes Heller, a major influence on Latin American and US Latina feminism, and John Dewey. Conversely, I show how Isasi-Díaz’s attention to issues of religion and gender serves as a constructive counterpoint to the work of these philosophers. (shrink)

Technology for local textual inference is central to producing a next generation of intelligent yet robust human language processing systems. One can think of it as Information Retrieval++. It is needed for a search on male fertility may be affected by use of cell phones to match a document saying Startling new research into mobile phones suggests they can reduce a man’s sperm count up to 30%, despite the fact that the only word overlap is phones. But textual inference is (...) useful more broadly. It is an enabling technology for applications of document interpretation, such as customer response management, where one would like to conclude from the message My Squeezebox regularly skips during music playback that Sender has set up Squeezebox and Sender can hear music through Squeezebox, and information extraction, where from the text Jorma Ollila joined Nokia in 1985 and held a variety of key management positions before taking the helm in 1992, one wants to extract that Jorma Ollila has served as the CEO of Nokia, a relation that might be more formally denoted as role(CEO, Nokia, Jorma Ollila). Textual inference is a difficult problem (as the results from early evaluations have shown): current systems do statistically better than random guessing, but not by very much. Nevertheless, it is also an area where there is promising developing technology and a good deal of natural language community interest. In other words, it is an ideal research problem. To further this research agenda, data sets have been constructed to assess textual inference systems. This paper examines how the task of textual inference has been and should be defined and discusses what kind of evaluation data is appropriate for the task.1.. (shrink)

In this book, Christopher D. Rodkey asks how the brain worships and responds by engaging ideas from neurological science, philosophy, ritual theory, and religious education. The Synaptic Gospel will prove to be a useful theoretical tool for pastors, religious educators, youth ministers, church music professionals, and seminary students.

Originally published in 1972, Should Trees Have Standing? was a rallying point for the then burgeoning environmental movement, launching a worldwide debate on the basic nature of legal rights that reached the U.S. Supreme Court. Now, in the 35th anniversary edition of this remarkably influential book, Christopher D. Stone updates his original thesis and explores the impact his ideas have had on the courts, the academy, and society as a whole. At the heart of the book is an eminently (...) sensible, legally sound, and compelling argument that the environment should be granted legal rights. For the new edition, Stone explores a variety of recent cases and current events--and related topics such as climate change and protecting the oceans--providing a thoughtful survey of the past and an insightful glimpse at the future of the environmental movement. This enduring work continues to serve as the definitive statement as to why trees, oceans, animals, and the environment as a whole should be bestowed with legal rights, so that the voiceless elements in nature are protected for future generations. (shrink)

This book argues that the othering and criminalization of Black people in times of crisis is part of the religious meaning of America that fuels the problem of mass incarceration. The author develops a religious interpretation of the significance of these images to America’s political economy the produces the very problems we punish as a society.

Antti Revonsuo has given us an engaging and deliberately provocative paper discussing the value of brain imaging in the search for the neural basis of consciousness. In some places, however, his enthusiasm for the controversial nature of the topic has led him to overstate or misdirect his case.

DURING THE PAST THIRTY YEARS, A GROWING CONVERSATION ABOUT THE "restorative" dimensions of justice in contrast to its "retributive" dimensions in addressing crime, wrongdoing, and cultural conflict has emerged around the world. In New Zealand, an initiative known as Family Group Conferencing has virtually replaced the conventional juvenile justice that preceded it. This initiative has inspired many people around the world to adapt that restorative approach in many different settings.

Many NLP tasks rely on accurately estimating word dependency probabilities P(w1|w2), where the words w1 and w2 have a particular relationship (such as verb-object). Because of the sparseness of counts of such dependencies, smoothing and the ability to use multiple sources of knowledge are important challenges. For example, if the probability P(N |V ) of noun N being the subject of verb V is high, and V takes similar objects to V , and V is synonymous to V , then (...) we want to conclude that P(N |V ) should also be reasonably high—even when those words did not cooccur in the training data. (shrink)

Abeill´e and Godard (1994) seek to show that the rightward branching analysis of French tense auxiliaries shown in (1b), that I argued for in Manning (1992) and which is widely adopted in general, is wrong, and that rather we should adopt a flat analysis for this construction as shown in (1c), and they show how such an analysis can be realized within HPSG (Pollard and Sag 1994).

Palmer=s main intuition pump, the Acolor machine, @ greatly underestimates the complexity of a system isomorphic in color experience to humans. The neuroscientific picture of this complexity makes clear that the brain actively produces our experiences by processes that science can investigate, thereby supporting functionalism and leaving no (color) room for a passive observer to witness subisomorphic experiential differences.

We have only limited awareness of the system by which we control our actions and this limited awareness does not seem to be concerned with the control of action. Awareness of choosing one action rather than another comes after the choice has been made, while awareness of initiating an action occurs before the movement has begun. These temporal differences bind together in consciousness the intention to act and the consequences of the action. This creates our sense of agency. Activity in (...) the anterior cingulate cortex and medial prefrontal cortex is associated with awareness of our own actions and also occurs when we think about the actions of others. I propose that the mechanism underlying awareness of how our own intentions lead to actions can also be used to represent the intentions that underlie the actions of others. This common system enables us to communicate mental states and thereby share our experiences. (shrink)

Environmental ethics has reached a certain level of maturity; further significant advances require reexamining its status within the larger realm of moral philosophy. It could aim to extend to nonhumans one of the familiar sets of principles subject to appropriate modifications; or it could seek to break away and put forward its own paradigm or paradigms. Selecting the proper course requires as the most immediate mission exploring the formal requirements of an ethical system. In general, are there constraints against bringing (...) our moral relations with different sorts of things under different mIes of govemance? In particular, how much independence can an environmental ethic (or ethics) aim to have? (shrink)

Abstract:Ninety years ago, John Dewey’s discussion of “the religious”—as distinct from traditional “religion”—opened new ways of thinking about the connection between spirituality and everyday forms of human action. But in what ways does our contemporary religious landscape invite us to reimagine and reconstruct Deweyan approaches to religion? This essay addresses this question by focusing on how the community of El Paso, Texas came together to respond to one of the worst racially motivated mass shootings in recent history. This community’s use (...) of spirituality, art, and institutional religion all corroborate key Deweyan insights and invite us to stretch them further. (shrink)

This report details experimental results of using stochastic disambiguation models for parsing sentences from the Redwoods treebank (Oepen et al., 2002). The goals of this paper are two-fold: (i) to report accuracy results on the more highly ambiguous latest version of the treebank, as compared to already published results achieved by the same stochastic models on a previous version of the corpus, and (ii) to present some newly developed models using features from the HPSG signs, as well as the MRS (...) dependency graphs. (shrink)

(2012). Blumenberg's ‘huge field’: Metaphorology and Intellectual History. Intellectual History Review: Vol. 22, No. 2, pp. 289-292. doi: 10.1080/17496977.2012.694177.

Focusing on the faculty of intuition, my essay considers different ways that Aby Warburg and Erwin Panofsky interpret the late Renaissance cosmographer, Giordano Bruno. It argues that Warburg, in the last year of his life and with the help of Ernst Cassirer, appropriates the concept of synderesis from Bruno not only to rethink the Nachleben der Antike but also to inscribe himself in the history of word and image, a history that admits the irrational and the mystical as much as (...) the rational. By contrast, Panofsky's Bruno is ultimately a more dialectical, prudential figure. Over the course of several decades, Bruno for Panofsky becomes symbolic of the possibility of "synthesis," the aim of his iconological method. This, however, diminishes the dynamism of Bruno's imagery, even as it gives intuition a more systematic role. (shrink)

This article reconstructs Hegel’s account of nature’s autonomy and argues for its significance for his understanding of human autonomy and the relation between nature and spirit. It argues that Hegel treats the actualization of nature’s autonomy—epitomized by the phenomena of animal voice and birdsong—as a vital component of the actualization of free human spirit. Drawing on this analysis, the article then offers an ecological gloss on Hegel’s interest in the progressive actualization of freedom in the modern world. It concludes by (...) sketching a Hegelian account of what it might mean to listen to nature’s voices. (shrink)

In Lyon in 1497 Badius printed the Sentences questions and other material attributed to the Dominican Robert Holcot, active at Oxford in the early 1330s. It turns out that the so-called De imputabilitate peccati, occupying 88 columns in the editio princeps, in fact belongs to the Sentences questions of the Carmelite Osbert of Pickenham, who we argue lectured at Oxford in the early 1340s rather than in the early 1350s, the current view.

Skyrms has pointed out differences between the results of rational choice theory and evolutionary game theory. This commentary argues that there is a great deal of agreement on the Nash Bargaining Solution, which maximizes the product of player payoffs, in both rational-choice-based and evolution-based theories of equilibrium selection. While evolutionary game theory has the potential to explain how we arrive at the behavioural rules that govern what we do, realistic models will require calibration through laboratory experiments. Indeed, experimental evidence strongly (...) supports the Nash Bargaining Solution. (shrink)

1 Boolean retrieval 1 2 The term vocabulary and postings lists 19 3 Dictionaries and tolerant retrieval 49 4 Index construction 67 5 Index compression 85 6 Scoring, term weighting and the vector space model 109 7 Computing scores in a complete search system 135 8 Evaluation in information retrieval 151 9 Relevance feedback and query expansion 177 10 XML retrieval 195 11 Probabilistic information retrieval 219 12 Language models for information retrieval 237 13 Text classification and Naive Bayes 253 (...) 14 Vector space classification 289 15 Support vector machines and machine learning on documents 319 16 Flat clustering 349 17 Hierarchical clustering 377 18 Matrix decompositions and latent semantic indexing 403 19 Web search basics 421 20 Web crawling and indexes 443 21 Link analysis 461.. (shrink)

Name der Zeitschrift: Der Islam Jahrgang: 94 Heft: 1 Seiten: 234-275.

MutL family proteins contain an N‐terminal ATPase domain (NTD), an unstructured interdomain linker, and a C‐terminal domain (CTD), which mediates constitutive dimerization between subunits and often contains an endonuclease active site. Most MutL homologs direct strand‐specific DNA mismatch repair by cleaving the error‐containing daughter DNA strand. The strand cleavage reaction is poorly understood; however, the structure of the endonuclease active site is consistent with a two‐ or three‐metal ion cleavage mechanism. A motif required for this endonuclease activity is present in (...) the unstructured linker of Mlh1 and is conserved in all eukaryotic Mlh1 proteins, except those from metamonads, which also lack the almost absolutely conserved Mlh1 C‐terminal phenylalanine‐glutamate‐arginine‐cysteine (FERC) sequence. We hypothesize that the cysteine in the FERC sequence is autoinhibitory, as it sequesters the active site. We further hypothesize that the evolutionary co‐occurrence of the conserved linker motif with the FERC sequence indicates a functional interaction, possibly by linker motif‐mediated displacement of the inhibitory cysteine. This role is consistent with available data for interactions between the linker motif with DNA and the CTDs in the vicinity of the active site. (shrink)

Between December 1855 and March 1856, a public dispute raged, in British national newspapers and locally published pamphlets, between two teachers at the University of Oxford: the mathematical lecturer Francis Ashpitel and Bartholomew Price, the professor of natural philosophy. The starting point for these exchanges was the particularly poor results that had come out of the final mathematics examinations in Oxford that December. Ashpitel, as one of the examiners, stood accused of setting questions that were too difficult for the ordinary (...) student, with the consequence that, in Price’s view, further mathematical study in Oxford – never as robust as in Cambridge – would be discouraged. We examine this short-lived affair, and use it not only to gain insight into the status of mathematical study in Oxford in the mid-nineteenth century, but also to point towards the increasing importance of competitive examinations in British public life at that time. (shrink)