Natural language processing techniques contribute more and more in analyzing legal documents recently, which supports the implementation of laws and rules using computers. Previous approaches in representing a legal sentence often based on logical patterns that illustrate the relations between concepts in the sentence, often consist of multiple words. Those representations cause the lack of semantic information at the word level. In our work, we aim to tackle such shortcomings by representing legal texts in the form of abstract meaning (...) representation, a graph-based semantic representation that gains lots of polarity in NLP community recently. We present our study in AMR Parsing and AMR-to-text Generation specifically for legal domain. We also introduce JCivilCode, a human-annotated legal AMR dataset which was created and verified by a group of linguistic and legal experts. We conduct an empirical evaluation of various approaches in parsing and generating AMR on our own dataset and show the current challenges. Based on our observation, we propose our domain adaptation method applying in the training phase and decoding phase of a neural AMR-to-text generation model. Our method improves the quality of text generated from AMR graph compared to the baseline model. 2018; and “Legal Text Generation fromMeaning Representation”, published in the 32nd International Conference on Legal Knowledge and Information Systems 2019.). (shrink)

We show that the representability of cylindric algebras by relativized set algebras depends on the scope of the operation transposition which can be defined on the algebra. The existence of “partial transposition” assures this kind of representability of the cylindric algebra . Further we characterize those cylindric algebras in which the operator transposition can be introduced.

Looks at accounts by Locke, Fodor, Dretske, and Millikan concerning the nature of mental representation, and discusses connectionism and representation.

As it emerged in the late twentieth century, Empire promised a new era of global cooperation and stability through a seamless integration of late capitalism and neoliberal technocracy. Premised as an end to history itself, all that was left to accomplish was to tinker at the margins, stimulate corporate enterprise, embrace financialization and technological innovation, and encourage liberal rights and inclusion. As we enter the third decade of the twenty-first century, the narrative fictions sustaining Empire have broadly collapsed at the (...) level of symbolic identification and belief. Empire has entered into a period of global emergency and mutation. Engaging with Michael Hardt and Antonio Negri’s work, this paper considers what might emerge when we read education into the circuitry of Empire’s decay. First, we locate Empire within foundational tensions in modernity, using Kantian philosophy and colonialism as examples, to foreground the idea of education as immanent to historical processes of creativity, resistance, and innovation. Second, we highlight dead-end responses, from space colonization to neo-fascism, as representations of how modes of education circulate to stabilize and contain Empire’s crises, specifically in relation to capitalism, nationalism, and identity. Lastly, the paper develops a political ontology of education after Empire. (shrink)

A representation is a remnant of previous experience that allows that experience to affect later behavior. This paper develops a metatheoretical view of representation and applies it to issues concerning representation in animals. To describe a representational system one must specify the following: thedomainor range of situations in the represented world to which the system applies; thecontentor set of features encoded and preserved by the system; thecodeor transformational rules relating features of the representation to the corresponding (...) features of the represented world; themedium, or the representation's physical instantiation; and thedynamics, or how the system changes with time. In part because of the behaviorist assumption that the hypothetical, covert changes occurring in an organism during learning correspond to the overt physical changes that are observed, issues of representation in animal behavior have been largely ignored as irrelevant or misleading. However, it can be inferred that representations, acting as models of environmental regularities, operate at many levels of behavioral functioning, both cognitive and noncognitive. Objections to the use of this concept in explanations of animal behavior, based on the claim that it is indeterminate and on behaviorist considerations of parsimony, can be answered. Animal representations may be specialized in terms of tasks and species. Data from tasks involving spatial memory, delayed matching-to-sample, and sequence learning suggest some foundations for a general theory of animal representations. (shrink)

This study examines the relationship between thought and language by considering the views of Kant and the later Wittgenstein along with many strands of contemporary debate in the area of mental content. Building on an analysis of the nature of concepts and conceptions of objects, Gillett provides an account of psychological explanation and the subject of experience, offers a novel perspective on mental representation and linguistic meaning, looks at the difficult topics of cognitive roles and singular thought, and (...) concludes with an outline of certain considerations relevant to skeptical arguments and the nature of perception. The resulting synthesis demonstrates interesting correlations with current work in cognitive and developmental psychology, and is directly relevant to continuing work in epistemology, philosophy of mind, and philosophical psychology. (shrink)

Historicism -- Time -- Interpretation -- Representation -- Reference -- Truth -- Meaning -- Presence -- Experience (I) -- Experience (II) -- Subjectivity -- Politics.

Introduction. The rapid dynamics of the present world results in its complication and construction. Reality turns out to be woven from many quote fragments, representing a collage that a person creates and comprehends through the prism of various texts. Constantly transformable forms come to the fore and, as a result, there exists a plurality of meanings. Models of the world are continuously generated, replacing the actual reality with a multi- tude of spectacular simulacra. The search for ways to comprehend reality (...) through the identification of markers of its transformations is noted, and under- standing becomes the basis of ontology and one of the dominants of consciousness in the last quarter of the 20th and first quarter of the 21st centuries. Signs and symbols of subculture, determined by the context of culture and presented by various means, become one of the markers of the social reality transformations. The purpose of the study is to show the markers of the transformation of the total communication society. Methods. Methodological framework is in G. Gadamer’s hermeneutic approach and the provi- sions of M. Halliday’s social semiotics to coding/de- coding the meanings of operators-markers of social transformations. In addition, other methods were used in the work - methods of analogy, analysis and synthesis. Fragments of the study devoted to the study of chanson as a creolized text required the use of a systematic method. Scientific novelty of the research. The authors re- vealed the specificity of the chanson as a creolized text and present understanding of the subculture as a marker of the social reality transformations, which is manifested by sign-symbolic forms of con- tinuously generated creolized texts, thanks to the technique and technologies of communication. Results. Markers of social reality transformations represent them in the format of creolized texts. What is broadcast in them is filled with a person and, consequently, his responsibility for their con- tent is growing. Semiotic methodology based on the synthesis of the intellectual capital of hermeneutics and linguistics makes it possible for us to consider them as a product of human sign-symbolic activity and decode the content. Conclusions. The specificity of human existence is determined by the existence of a person in the lin- guistic aspect of the world around him - the world is given by language, which involves the search for meaning and understanding of the world. Thinking and language are ontologically connected: mean- ing is expressed by linguistic means. Although the nature of the markers of social reality transforma- tions is different, nevertheless, it is presented and framed as a text, the understanding of which is one of the ways to comprehend social reality. (shrink)

This prestigious collection of papers discusses the relationship between meaning and representation. Illustrates the differences that exist on the question of how formal representations relate to semantic representations. Includes contributions by Tim Crane, Jerry Fodor, Paul Horwich, John Hyman, Ernie Lepore, Gregory McCulloch and Mark Sainsbury.

While many recent accounts of scientific representation have given a central role to the agency and intentions of scientists in explaining representation, they have left these agential concepts unanalyzed. An account of scientific, representational actions will be a useful piece in offering a more complete account of the practice of representation in science. Drawing on an Anscombean approach to the nature of intentional actions, the Means-End Account of Scientific, Representational Actions describes three features of scientific, representational actions: (...) (I) the final description in the means-end ordering of descriptions is some scientific aim; (II) that interaction with a vehicle distinct from its target stands as an earlier description which is ordered toward the final description as means to end; and (III) the means-end structure is licensed by scientific practice. After describing each of the components of the Means-End Account in greater detail through the example of the representational use of a mathematical model, I explain how it can demarcate scientific, representational actions from other sorts of actions. I close by describing some payoffs of the account, showing how it contributes to a more thorough understanding of the practice of representation in science and how it can be of use in understanding the close connection between representation and other forms of scientific activity. (shrink)

While many recent accounts of scientific representation have given a central role to the agency and intentions of scientists in explaining representation, they have left these agential concepts unanalyzed. An account of scientific, representational actions will be a useful piece in offering a more complete account of the practice of representation in science. Drawing on an Anscombean approach to the nature of intentional actions, the Means-End Account of Scientific, Representational Actions describes three features of scientific, representational actions: (...) the final description in the means-end ordering of descriptions is some scientific aim; that interaction with a vehicle distinct from its target stands as an earlier description which is ordered toward the final description as means to end; and the means-end structure is licensed by scientific practice. After describing each of the components of the Means-End Account in greater detail through the example of the representational use of a mathematical model, I explain how it can demarcate scientific, representational actions from other sorts of actions. I close by describing some payoffs of the account, showing how it contributes to a more thorough understanding of the practice of representation in science and how it can be of use in understanding the close connection between representation and other forms of scientific activity. (shrink)

Also published in Representation in mind : new approaches to mental representation / Hugh Clapin, Phillil Staines, Peter Slezak (eds.) : ISBN 008044394X.

Much contemporary thinking about language is animated by the idea that the core function of language is to represent how the world is and that therefore the notion of representation should play a fundamental explanatory role in any explanation of language and language use. Leading thinkers in the field explore various ways this idea may be challenged as well as obstacles to developing various forms of anti-representationalism. Particular attention is given to deflationary accounts of truth, the role of language (...) in expressing mental states, and the normative and the natural as they relate to issues of representation. The chapters further various fundamental debates in metaphysics--for example, concerning the question of finding a place for moral properties in a naturalistic world-view--and illuminate the relation of the recent neo-pragmatist revival to the expressivist stream in analytic philosophy of language. (shrink)

Much contemporary thinking about language is animated by the idea that the core function of language is to represent how the world is and that therefore the notion of representation should play a fundamental explanatory role in any explanation of language and language use. The chapters in this volume explore various ways this idea may be challenged as well as obstacles to developing various forms of anti- representationalism. Particular attention is given to deflationary accounts of truth, the role of (...) language in expressing mental states, and the normative and the natural as they relate to issues of representation. The chapters further various fundamental debates in metaphysics—for example, concerning the question of finding a place for moral properties in a naturalistic world view—and illuminate the relation of the recent neo- pragmatist revival to the expressivist stream in analytic philosophy of language. (shrink)

In the study of women in academia, the focus is often particularly on women’s stark underrepresentation in the math-intensive fields of natural sciences, technology, and economics. In the non-math-intensive of fields life, social and behavioral sciences, gender issues are seemingly less at stake because, on average, women are well-represented. However, in the current study, we demonstrate that equal gender representation in LSB disciplines does not guarantee women’s equal opportunity to advance to full professorship—to the contrary. With a cross-sectional survey (...) among N = 2,109 academics at mid-level careers in the Netherlands, we test the hypothesis that in LSB, female academics perceive to hit a “thicker” glass ceiling—that is, they see a sharper contrast between the high representation of women at the lower compared to the top levels. We test whether this predicts female academics’ lower estimated chances to reach full professorship relative to men in LSB. We introduce a novel perceived glass ceiling index, calculated based on academics’ perceptions of the share of women and men in their direct work environment minus their perceptions of gender ratio among full professors in their field. Results confirm that the perceived glass ceiling is thicker in the non-math-intensive LSB compared to math-intensive NTE fields. Furthermore, only in LSB, women perceived a thicker glass ceiling than men. Moreover, only among female academics, the thicker the perceived glass ceiling, the lower their estimated chances to become full professor 1 day. Combined, a moderated mediation showed that for women only, a thicker perceived glass ceiling in LSB compared to NTE disciplines predicted their lower estimated chances to advance to full professor level. No such mediation occurred for men. We conclude that women’s higher numerical representation in LSB disciplines does not negate a male-dominant normative standard about academic leadership and success. Paradoxically, the perceived odds for female academics to reach the top of their field are lower in fields where they are relatively highly represented, and this may pose unique barriers to women’s perceived opportunities for career success. (shrink)

American democracy is not unconstrained or autonomous, but instead achieves what could be termed value representation. Rather than affording representation on policy issues, elections transmit priorities among competing normative ends, while elite politics address the more complex matching of ends and means within the value boundaries established by voters. This results in neither policy representation nor state autonomy, but instead in a specific and limited form of democratic representation.

American democracy is not unconstrained or autonomous, but instead achieves what could be termed value representation. Rather than affording representation on policy issues, elections transmit priorities among competing normative ends, while elite politics address the more complex matching of ends and means within the value boundaries established by voters. This results in neither policy representation nor state autonomy, but instead in a specific and limited form of democratic representation.

The Book Focuses On Meaning And Linguistic Representations , And Links Them To Propose A Representational Theory Of Meaning. It Shows That Meaning As Truth-Conditions And As Justification-Conditions Are Equally Rooted In The Semantic Space Of Language-Use.

The aim of the thesis is to provide the foundations for a representation-based theory of meaning, i.e. a theory of meaning that encompasses the psychological level of cognitive representations. This is in opposition to the antipsychologist goals of the Fregean philosophy of language and represents the results of a joint analysis of multiple philosophical problems in contemporary philosophy of language, which, as argued in the tesis, stem from the lack of recognition of a cognitive level in language. (...) In the thesis, I first provide and argue a definition of cognitive/mental representations based on results in developmental psychology as well as theoretical considerations. Then, I use the definition to build upon it a richer theory of concepts and apply it to various philosophical conundra. The problems tackled include the problem of proper names (for which a solution is proposed that respects the post-Kripkean criticism), a unified meaning postulate for modalities and the epistemology and ontology of mathematical terms. The thesis concludes with a proposed application of the newly acquired framework to select social aspects of language use. (shrink)

Examines the relationship between thought and language by considering the views of Kant and Wittgenstein alongside many strands of contemporary debate in the area of mental content.

Name der Zeitschrift: Semiotica Jahrgang: 2018 Heft: 225 Seiten: 293-311.

This paper aims to show that properties of cognitive/conceptual representations and formal‐logical structures of linguistic meaning can be inter‐translated, recast, transformed into one another, and so united together, even though cognitive/conceptual representations and formal‐logical structures of linguistic meaning are apparently distinct in ontology and divergent in their form or character. While cognitive/conceptual representations are ultimately rooted in sensory‐motor systems, formal‐logical structures of linguistic meaning are abstractions detached from and independent of the actualized world. This paper sketches out (...) the foundations of how representations of linguistic meaning in terms of cognitive/conceptual structures in Cognitive/Conceptual Semantics can be unified with those in terms of formal‐logical structures in Formal Semantics. This is done by recasting cognitive/conceptual representations in terms of formal‐logical structures of linguistic meaning and re‐encoding formal‐logical structures of linguistic meaning in terms of cognitive/conceptual representations. Then, these two types of semantic representations, thus shown representationally equivalent, will be related to a series of derivations across levels in neuronal networks and dynamics. The general discussion on unifying cognitive/conceptual representations of linguistic meaning with formal‐logical structures is contextualized within the broader context of theorizing in cognitive science. (shrink)

"... an excellent collection... " —Journal of Language & Social Psychology An important collection of original essays by well-known scholars debating the questions of logical versus psychologically-based interpretations of language.

The aim of the paper is to assess the relative merits of two formal representations of structure, namely, set theory and category theory. The purpose is to articulate ontic structural realism. In turn, this will facilitate a discussion on the strengths and weaknesses of both concepts and will lead to a proposal for a pragmatics-based approach to the question of the choice of an appropriate framework. First, we present a case study from contemporary science—a comparison of the formulation of quantum (...) mechanics in the language of Hilbert spaces and abstract C* algebras. It is then shown how the method of structural representation can be determined based on the pragmatics of goal-oriented research, not a dogmatic choice. We investigate a hypothesis stating that the use of the interplay between the powers of abstraction and detail of different representational methods results in adopting a pluralistic, as opposed to standard, unificatory, perspective on the role of structural representation in OSR. (shrink)

It is well known that interval orders are particularly interesting in decision theory, since they are reflexive, complete and nontransitive binary relations which may be fully represented by means of two real-valued functions. In this paper, we discuss the existence of a pair of nonnegative, positively homogeneous and semicontinuous real-valued functionals representing an interval order on a real cone in a topological vector space. We recover as a particular case a result concerning the existence of a nonnegative, positively homogeneous and (...) continuous utility functional for a complete preorder on a real cone in a topological vector space. (shrink)

Summary This article explores the relations among three forms of representations (artistic, mental, and neural) and immersion, considered as an altered state of consciousness, in the context of literary reading. We first define immersive reading as an intensification of our embodied experience of literary representation, in accordance to neuropsychological studies about embodied cognition. We further consider the style of interpretation demanded by such immersive reading and its ethical and ecological underpinnings.

How can we think about things in the outside world? There is still no widely accepted theory of how mental representations get their meaning. In light of pioneering research, Nicholas Shea develops a naturalistic account of the nature of mental representation with a firm focus on the subpersonal representations that pervade the cognitive sciences.

A fundamental aspect of human cognition is the ability to parse our constantly unfolding experience into meaningful representations of dynamic events and to communicate about these events with others. How do we communicate about events we have experienced? Influential theories of language production assume that the formulation and articulation of a linguistic message is preceded by preverbal apprehension that captures core aspects of the event. Yet the nature of these preverbal event representations and the way they are mapped onto language (...) are currently not well understood. Here, we review recent evidence on the link between event conceptualization and language, focusing on two core aspects of event representation: event roles and event boundaries. Empirical evidence in both domains shows that the cognitive representation of events aligns with the way these aspects of events are encoded in language, providing support for the presence of deep homologies between linguistic and cognitive event structure. (shrink)

Natural language meaning has properties of both (embodied) cognitive representations and formal/mathematical structures. But it is not clear how they actually relate to one another. This article argues that how properties of cognitive representations and formal/mathematical structures of natural language meaning can be united remains one of the puzzles in cognitive science. That is primarily because formal/mathematical structures of natural language meaning are abstract, logical, and truth‐conditional properties, whereas cognitive/conceptual representations are embodied and grounded in sensory‐motor systems. (...) After reviewing the current progress, this work offers, in outline, the general formulations that show how these two different kinds of representations for semantic structures can (potentially) be unified and also proposes three desiderata for testing, in brain dynamics, the mathematical equivalence between formal symbolic representations (and their transitions), and neuronal population codes (and their transitions). (shrink)

This 1994 book develops a way of representing the meanings of linguistic expressions which is independent of any particular language, allowing the expressions to be manipulated in accordance with rules related to their meanings which could be implemented on a computer. It begins with a survey of the contributions of linguistics, logic and computer science to the problem of representation, linking each with a particular type of formal grammar. A system of graphs is then presented, organized by scope relations (...) in which linguistic constituents are sub-graphs whose configuration is determined by their categories. In developing this system, the author extends the notion of scope and argues that anaphoric and relative pronouns are structural signs not linguistic constituents. Certain count nouns are made the basis of this system and an account of proper names relating the count nouns, is given. (shrink)

Questions concerning the nature of representation and what representations are about have been a staple of Western philosophy since Aristotle. Recently, these same questions have begun to concern neuroscientists, who have developed new techniques and theories for understanding how the locus of neurobiological representation, the brain, operates. My dissertation draws on philosophy and neuroscience to develop a novel theory of representational content.

How human musical experience emerges from the audition of organized tones is a riddle of long standing. In "The Musical Representation," Charles Nussbaum offers a philosophical naturalist's solution.

This article regards a particular way through which adults take children into consideration and listen their voices. Reflections have sprung from a research context, focused on existential questions that children pose during their preschool years in early education settings. The research explored the meanings of these questions for children and adults involved in their education. The questions of meaning emerged by children’s discourses are considered through the representations of childhood that subtend parents and teachers’ educational practices. The article discusses (...) one of these representations, that of philosopher child, with regard on his various internal perspectives. Lipman, Kyle, Martens and Matthews are some of the authors taken into consideration in order to examine briefly some traditional approaches of doing philosophy with children and to understand the practices that teachers operate everyday in early childhood education and care services. (shrink)