One way to construct semantic representations in a robust manner is to enhance shallow language processors with semantic components. Here, we provide a model theory for a semantic formalism that is designed for this, namely Robust Minimal Recursion Semantics (RMRS). We show that RMRS supports a notion of entailment that allows it to form the basis for comparing the semantic output of different parses of varying depth.

We translate sentence generation from TAG grammars with semantic and pragmatic information into a planning problem by encoding the contribution of each word declaratively and explicitly. This allows us to exploit the performance of off-the-shelf planners. It also opens up new perspectives on referring expression generation and the relationship between language and action.

This paper presents the Constraint Language for Lambda Structures(CLLS), a first-order language for semantic underspecification thatconservatively extends dominance constraints. It is interpreted overlambda structures, tree-like structures that encode -terms. Based onCLLS, we present an underspecified, uniform analysis of scope,ellipsis, anaphora, and their interactions. CLLS solves a variablecapturing problem that is omnipresent in scope underspecification andcan be processed efficiently.

Beyond the observation that both speakers and listeners rapidly inspect the visual targets of referring expressions, it has been argued that such gaze may constitute part of the communicative signal. In this study, we investigate whether a speaker may, in principle, exploit listener gaze to improve communicative success. In the context of a virtual environment where listeners follow computer-generated instructions, we provide two kinds of support for this claim. First, we show that listener gaze provides a reliable real-time index of (...) understanding even in dynamic and complex environments, and on a per-utterance basis. Second, we show that a language generation system that uses listener gaze to provide rapid feedback improves overall task performance in comparison with two systems that do not use gaze. Aside from demonstrating the utility of listener gaze in situated communication, our findings open the door to new methods for developing and evaluating multi-modal models of situated interaction. (shrink)

We combine state-of-the-art techniques from computational linguisticsand theorem proving to build an engine for playing text adventures,computer games with which the player interacts purely through naturallanguage. The system employs a parser for dependency grammar and ageneration system based on TAG, and has components for resolving andgenerating referring expressions. Most of these modules make heavy useof inferences offered by a modern theorem prover for descriptionlogic. Our game engine solves some problems inherent in classical textadventures, and is an interesting test case for (...) the interactionbetween natural language processing and inference. (shrink)

Most, if not all, philosophers agree that computers cannot learn what words refers to from raw text alone. While many attacked Searle’s Chinese Room thought experiment, no one seemed to question this most basic assumption. For how can computers learn something that is not in the data? Emily Bender and Alexander Koller ( 2020 ) recently presented a related thought experiment—the so-called Octopus thought experiment, which replaces the rule-based interlocutor of Searle’s thought experiment with a neural language model. (...) The Octopus thought experiment was awarded a best paper prize and was widely debated in the AI community. Again, however, even its fiercest opponents accepted the premise that what a word refers to cannot be induced in the absence of direct supervision. I will argue that what a word refers to _is_ probably learnable from raw text alone. Here’s why: higher-order concept co-occurrence statistics are stable across languages and across modalities, because language use (universally) reflects the world we live in (which is relatively stable). Such statistics are sufficient to establish what words refer to. My conjecture is supported by a literature survey, a thought experiment, and an actual experiment. (shrink)

Do the sciences aim to uncover the structure of nature, or are they ultimately a practical means of controlling our environment? In Instrumental Biology, or the Disunity of Science, Alexander Rosenberg argues that while physics and chemistry can develop laws that reveal the structure of natural phenomena, biology is fated to be a practical, instrumental discipline. Because of the complexity produced by natural selection, and because of the limits on human cognition, scientists are prevented from uncovering the basic structure (...) of biological phenomena. Consequently, biology and all of the disciplines that rest upon it--psychology and the other human sciences--must aim at most to provide practical tools for coping with the natural world rather than a complete theoretical understanding of it. (shrink)

In this paper I reconstruct and evaluate the validity of two versions of causal exclusion arguments within the theory of causal Bayes nets. I argue that supervenience relations formally behave like causal relations. If this is correct, then it turns out that both versions of the exclusion argument are valid when assuming the causal Markov condition and the causal minimality condition. I also investigate some consequences for the recent discussion of causal exclusion arguments in the light of an interventionist theory (...) of causation such as Woodward's (2003) and discuss a possible objection to my causal Bayes net reconstruction. (shrink)

A traditional interpretation holds that Kant's political theory simply constitutes an account of the constraints which reason places on the state's authority to regulate external action. Alexander Kaufman argues that this traditional interpretation succeeds neither as a faithful reading of Kant's texts nor as a plausible, philosophically sound reconstruction of a `Kantian' political theory. Rather, he argues that Kant's political theory articulates a positive conception of the state's role.

Analyzes the poem "On Nature" by Parmenides, arguing that is actually a philosophical argument disguised as Homer-like mythological journey. Original.

It has been customary to see the Muslim theologian Abu Hamid al-Ghazali as a vehement critic of philosophy, who rejected it in favour of Islamic mysticism, a view which has come under increased scrutiny in recent years. This book argues that al-Ghazali was, instead, one of the greatest popularisers of philosophy in medieval Islam. The author supplies new evidence showing that al-Ghazali was indebted to philosophy in his theory of mystical cognition and his eschatology, and that, moreover, in these two (...) areas he accepted even those philosophical teachings which he ostensibly criticized. Through careful translation into English and detailed discussion of more than 80 key passages, the author shows how al-Ghazali’s understanding of "mystical cognition" is patterned after the philosophyof Avicenna. Arguing that despite overt criticism, al-Ghazali never rejected Avicennian philosophy and that his mysticism itself is grounded in Avicenna’s teachings, the book offers a clear and systematic presentation of al-Ghazali’s "philosophical mysticism." Challenging popular assumptions about one of the greatest Muslim theologians of all time, this is an important reference for scholars and laymen interested in Islamic theology and in the relations between philosophy and mysticism. (shrink)

We examine some assumptions about the nature of 'levels of reality' in the light of examples drawn from physics. Three central assumptions of the standard view of such levels (for instance, Oppenheim and Putnam 1958) are (i) that levels are populated by entities of varying complexity, (ii) that there is a unique hierarchy of levels, ranging from the very small to the very large, and (iii) that the inhabitants of adjacent levels are related by the parthood relation. Using examples from (...) physics, we argue that it is more natural to view the inhabitants of levels as the behaviors of entities, rather than entities themselves. This suggests an account of reduction between levels, according to which one behavior reduces to another if the two are related by an appropriate limit relation. By considering cases where such inter-level reduction fails, we show that the hierarchy of behaviors differs in several respects from the standard hierarchy of entities. In particular, while on the standard view, lower-level entities are 'micro' parts of higher-level entities, on our view, a system's macro-level behavior can be seen as a ('non-spatial') part of its micro-level behavior. We argue that this second hierarchy is not really in conflict with the standard view and that it better suits examples of explanation in science. (shrink)

In ‘Ramseyan Humility’ David Lewis argues that a particular view about fundamental properties, quidditism, leads to the position that we are irredeemably ignorant of the identities of fundamental properties. We are ignorant of the identities of fundamental properties since we can never know which properties play which causal roles, and we have no other way of identifying fundamental properties other than by the causal roles they play. It has been suggested in the philosophical literature that Lewis’ argument for Humility is (...) merely an instance of traditional scepticism, to which traditional responses to scepticism are applicable. I agree that in ‘Ramseyan Humility’ Lewis does present an argument to which it is appropriate to consider the applicability of responses to traditional scepticism—he argues that we irredeemably lack the evidence to rule out possibilities in which different properties occupy the causal roles described by our best physical theory. And prima facie this is just the kind of argument responses to traditional scepticism are designed to tackle. However, I will argue that Lewis bolsters this argument with a second. This second argument serves to deepen Lewis’ case and cannot be met with a response to traditional scepticism. For Lewis argues that not only do we lack evidence for which properties play which roles, we lack the ability to grasp any such proposition about role-occupancy. And if we cannot grasp any such proposition we cannot know it. (shrink)

Corrupt behavior presents major challenges for organizations in a wide range of settings. This article embraces a complexity theoretical perspective to elucidate the causal patterns of factors underlying consumers’ unethical judgments. This study examines how causal conditions of four distinct domains combine into configurational causes of unethical judgments of two frequent forms of corrupt consumer behavior: shoplifting and fare dodging. The findings of fuzzy-set Qualitative Comparative Analyses indicate alternative, consistently sufficient “recipes” for the outcomes of interest. This study extends prior (...) work on the topic by offering new insights into the interplay and the interconnected structures of multiple causal factors and by describing configurational causes of consumers’ ethical evaluations of corrupt behaviors. This knowledge may support practitioners and policy makers to develop education and control approaches to thwart corrupt consumer behaviors. (shrink)

What exactly do social scientists and biologists say when they make causal claims? This question is one of the central puzzles in philosophy of science. Alexander Reutlinger sets out to answer this question. He aims to provide a theory of causation in the special sciences (that is, a theory causation in the social sciences, the biological sciences and other higher-level sciences). According one recent prominent view, causation is that causation is intimately tied to manipulability and the possibility of intervene. (...) Reutlinger's main negative target is to argue interventionist account of causation is not adequate. Where do interventionist accounts go wrong? Reutlinger argues that the central concept of the interventionist theories – that is, the very concept of an intervention – is tremendously problematic. Reutlinger's main positive claim consists in replacing the interventionist approach by an alternative explication of causation in the special sciences, the comparative variability theory of causation. This alternative preserves many insights of the interventionist account without a commitment to the claim that causation and interventions are intimately tied together. (shrink)

In the insightful and searching paper of Mills and Beatty the following definition of ‘fitness’, as the term figures in the theory of natural selection, is offered:The [individual] fitness of an organism x in environment E equals n =dfn is the expected number of descendants which x will leave in E.

Despite its centrality and its familiarity, W. V. Quine's dispute with Rudolf Carnap over the analytic/synthetic distinction has lacked a satisfactory analysis. The impasse is usually explained either by judging that Quine's arguments are in reality quite weak, or by concluding instead that Carnap was incapable of appreciating their strength. This is unsatisfactory, as is the fact that on these readings it is usually unclear why Quine's own position is not subject to some of the very same arguments. A satisfying (...) and surprising account is here presented that stiches together the puzzling pieces of this important philosophical exchange and that in turn leads to an explanation of why it is so difficult to say whether anything of substance is at stake. (shrink)

Volume 20, Issue 3, March 2020, Page 19-21.

Nicholas Dixon’s Kantian argument for why mixed martial arts (MMA) is intrinsically immoral has received several critical responses. We offer an additional critical response. Unlike previous responses, ours does not rely on an interpretation of the categorical imperative that Dixon would find tendentious. Instead, we grant that Dixon’s views about what makes other sports consistent with the categorical imperative are correct and argue from this assumption that MMA is also consistent with the categorical imperative. Our argument focuses on Dixon’s claims (...) about certain cycling tactics, which we call ‘pain-leveraging cycling tactics’. We argue that MMA is consistent with the categorical imperative for the same sort of reasons that Dixon claims make pain-leveraging cycling tactics consistent with the categorical imperative. (shrink)

Some of the greatest writers on moral philosophy have claimed that their theories about morality do not run counter to the moral views of ordinary men, but on the contrary are an elucidation of such views, or provide them with a sound philosophical underpinning. Aristotle, for example, made it quite clear that he could not take seriously a moral view that was at odds with the heritage of moral wisdom deeply imbedded in his society. His doctrine of the mean was (...) based on a philosophical consideration of such wisdom. And Immanuel Kant thought that his moral philosophy articulated the moral views of ordinary men. (shrink)

Mental causation is notoriously threatened by the causal exclusion argument. A prominent strategy to save mental causation from causal exclusion consists in subscribing to an interventionist account of causation. This move has, however, recently been challenged by several authors. In this paper, we do two things: We (i) develop what we consider to be the strongest version of the interventionist causal exclusion argument currently on the market and (ii) propose a new way how it can in principle be overcome. In (...) particular, we propose to replace strict supervenience in the assumption that the mental supervenes on the physical by probabilistic supervenience and show how this move has the potential to license the inference to mental causation. Finally, we argue that probabilistic supervenience captures some of the most important intuitions that strict supervenience captures and discuss possible objections to weakening strict supervenience in the way we suggest. (shrink)

In this wide-ranging conversation, Michael Hardt reflects on recent transformations within Empire. Several unique themes emerge concerning power and pedagogy as they intersect with subjectivity and global crisis. Drawing on the common in conjunction with the tradition of love in education uncovers a different path that attends to today’s real political, ecological, and social needs. Finally, a focus on collectivity points to a possible strategy—collective intellectuality—for educators to revise traditional notions of leadership to encourage more ethical, democratic, and sustainable futures. (...) Yet, what this looks like in practice remains for us to imagine. (shrink)

Much contemporary debate on the nature of mechanisms centers on the issue of modulating negative causes. One type of negative causability, which I refer to as "causation by absence," appears difficult to incorporate into modern accounts of mechanistic explanation. This paper argues that a recent attempt to resolve this problem, proposed by Benjamin Barros, requires improvement as it overlooks the fact that not all absences qualify as sources of mechanism failure. I suggest that there are a number of additional types (...) of effects caused by absences that need to be incorporated to account for the diversity of causal connections in the biological sciences. Furthermore, it is argued that recognizing natural variability in mechanisms, such as attenuation, leads to some interesting line-drawing issues for contemporary philosophy of mechanisms. (shrink)

Accounts of public reason disagree as to the conditions a reason must meet in order to qualify as public. On one prominent account, a reason is public if, and only if, it is shareable between citizens. The shareability account, I argue, relies on an implausibly demanding assumption regarding the epistemic capabilities of citizens. When more plausible, limited, epistemic capabilities are taken into consideration, the shareability account becomes self‐defeating. Under more limited epistemic conditions, few, if any, reasons will be shareable between (...) all reasonable citizens, making the shareability account so demanding that it precludes public reasoning altogether. (shrink)

A LARGE NUMBER OF PEOPLE, ancient and modern alike, have always found in Socrates what seemed to them a suspicious, if not actually repugnant, aspect. This aspect, to put the point first in crude terms, is his devotion to philosophy, which presupposes an apparently unshakable faith in reason, in the power of understanding to secure goodness, and in the power of goodness to provide us with happiness.

Barry Maguire has recently argued that the nature of normative support for affective attitudes like fear and admiration differs fundamentally from that of reasons. These arguments appear to raise new and serious challenges for the popular ‘reasons-first’ view according to which normative support of any kind comes from reasons. In this paper, I show how proponents of the reasons-first view can meet these challenges. They can do so, I argue, if they can successfully meet some other well-known challenges to their (...) view: distinguishing between right and wrong kinds of reasons, distinguishing between reasons, enablers, and defeaters, and providing an account of the relation between reasons and rationality. Whether proponents of the reasons-first view can meet these other challenges remains controversial. I do not try to settle these questions here, but rather show that the debate about the nature of normative support for affective attitudes is not going to be settled in isolation from them. (shrink)

According to the traditional inferential theory of perception, percepts of object motion or stationarity stem from an evaluation of afferent retinal signals (which encode image motion) with the help of extraretinal signals (which encode eye movements). According to direct perception theory, on the other hand, the percepts derive from retinally conveyed information only. Neither view is compatible with a perceptual phenomenon that occurs during visually induced sensations of ego motion (vection). A modified version of inferential theory yields a model in (...) which the concept of extraretinal signals is replaced by that of reference signals, which do not encode how the eyes move in their orbits but how they move in space. Hence reference signals are produced not only during eye movements but also during ego motion (i.e., in response to vestibular stimulation and to retinal image flow, which may induce vection). The present theory describes the interface between self-motion and object-motion percepts. An experimental paradigm that allows quantitative measurement of the magnitude and gain of reference signals and the size of the just noticeable difference (JND) between retinal and reference signals reveals that the distinction between direct and inferential theories largely depends on: (1) a mistaken belief that perceptual veridicality is evidence that extraretinal information is not involved, and (2) a failure to distinguish between (the perception of) absolute object motion in space and relative motion of objects with respect to each other. The model corrects these errors, and provides a new, unified framework for interpreting many phenomena in the field of motion perception. (shrink)

A collection of essays by Alexander Rosenberg, the distinguished philosopher of science. The essays cover three broad areas related to Darwinian thought and naturalism: the first deals with the solution of philosophical problems such as reductionism, the second with the development of social theories, and the third with the intersection of evolutionary biology with economics, political philosophy, and public policy. Specific papers deal with naturalistic epistemology, the limits of reductionism, the biological justification of ethics, the so-called 'trolley problem' in (...) moral philosophy, the political philosophy of biological endowments, and the Human Genome Project and its implications for policy. Rosenberg's important writings on a variety of issues are here organized into a coherent philosophical framework which promises to be a significant and controversial contribution to scholarship in many areas. (shrink)

How can it be rational to work on a new theory that does not yet meet the standards for good or acceptable theories? If diversity of approaches is a condition for scientific progress, how can a scientific community achieve such progress when each member does what it is rational to do, namely work on the best theory? These two methodological problems, the problem of pursuit and the problem of diversity, can be solved by taking into account the cognitive risk that (...) is involved in theory choice. I compare this solution to other proposals, in particular T. S. Kuhn's and P. Kitcher's view that the two problems demonstrate the epistemic significance of the scientific community. (shrink)

Überwindet Technik das unheimlich Unbeherrschbare? Oder wird sie uns selbst unheimlich? Zwei scheinbar widersprüchliche Narrative prägen die Geschichte und auch die Theorie der Technik: Das Narrativ der Entzauberung beschreibt, wie eine als fremd und gefährlich erfahrene Natur durch Verwissenschaftlichung und Technisierung gezähmt wurde. Das Narrativ der Verzauberung schildert, wie uns Artefakte und technologische Möglichkeiten unheimlich werden, insbesondere wenn sie sich zu verselbständigen scheinen oder mit „autonomem“ Eigensinn gegenübertreten. In den heutigen Debatten um selbstlernende, ubiquitär verteilte, im Assistenzmodus unsichtbare, dabei opake (...) Techniken schwingt das unheimliche Moment einer „Verselbständigung“ von Technik mit – und trägt im Anschluss an die Mechanisierungs- und Automatisierungsdiskurse des 20. Jahrhunderts zur „Dämonisierung“ der Technik bei. Technik macht Welt einerseits vertraut und nachvollziehbar: Paradigmatisch wird dies in der Idee, dass etwas dann verstanden wird, wenn es technisch rekonstruiert werden kann. Andererseits wird die technische Reproduktion von Welt – oder deren radikale Umgestaltung zu einer entfremdeten – als etwas Verstörendes erlebt. Spätestens, wenn Artefakte zu tun scheinen, „was sie wollen“ oder technische Großsysteme die Lebenswelt nach ihren „Eigenlogiken“ prägen, ist eine schon von Freud benannte Grenze erreicht, an der wir verunsichert werden, ob wir überhaupt noch in der modernen Welt leben. (shrink)

Causal Bayes nets (CBNs) can be used to model causal relationships up to whole mechanisms. Though modelling mechanisms with CBNs comes with many advantages, CBNs might fail to adequately represent some biological mechanisms because—as Kaiser (2016) pointed out—they have problems with capturing relevant spatial and structural information. In this paper we propose a hybrid approach for modelling mechanisms that combines CBNs and cellular automata. Our approach can incorporate spatial and structural information while, at the same time, it comes with all (...) the merits of a CBN representation of mechanisms. (shrink)

An epochal archaeology of the labor power that has been cultivated in the human body over the last two thousand years. If Marx's opus Capital provided the foundational account of the forces of production in all of their objective, machine formats, what happens when the concepts of political economy are applied not to dead labor, but to its living counterpart, the human subject? The result is Alexander Kluge and Oskar Negt's History and Obstinacy, a groundbreaking archaeology of the labor (...) power that has been cultivated in the human body over the last two thousand years. Supplementing classical political economy with the insights of fields ranging from psychoanalysis and phenomenology to evolutionary anthropology and systems theory, History and Obstinacy reaches down into the deepest strata of unconscious thought, genetic memory, and cellular life to examine the complex ecology of expropriation and resistance. First published in German 1981, and never before translated into English, this epochal collaboration between Kluge and Negt has now been edited, expanded, and updated by the authors in response to global developments of the last decade to create an entirely new analysis of "the capitalism within us.". (shrink)