Many animals can be trained to perform novel tasks. People, too, can be trained, but sometime in early childhood people transition from being trainable to something qualitatively more powerful—being programmable. We argue that such programmability constitutes a leap in the way that organisms learn, interact, and transmit knowledge, and that what facilitates or enables this programmability is the learning and use of language. We then examine how language programs the mind and argue that it does so through the manipulation of (...) embodied, sensorimotor representations. The role language plays in controlling mental representations offers important insights for understanding its origin and evolution. (shrink)

Many animals can be trained to perform novel tasks. People, too, can be trained, but sometime in early childhood people transition from being trainable to something qualitatively more powerful—being programmable. We argue that such programmability constitutes a leap in the way that organisms learn, interact, and transmit knowledge, and that what facilitates or enables this programmability is the learning and use of language. We then examine how language programs the mind and argue that it does so through the manipulation of (...) embodied, sensorimotor representations. The role language plays in controlling mental representations offers important insights for understanding its origin and evolution. (shrink)

A taxonomy of part‐whole or meronymic relations is developed to explain the ordinary English‐speaker's use of the term “part of” and its cognates. The resulting classification yields six types of meronymic relations: 1. component‐integral object (pedal‐bike), 2. member‐collection (ship‐fleet), 3. portion‐mass (slice‐pie), 4. stuff‐object (steel‐car), 5. feature‐activity (paying‐shopping), and 6. place‐area (Everglades‐Florida). Meronymic relations ore further distinguished from other inclusion relations, such as spatial inclusion, and class inclusion, and from several other semantic relations: attribution, attachment, and ownership. This taxonomy is (...) then used to explain cases of apparent intransitivity in merological syllogisms, and standard form syllogisms whose premises express different inclusion relations. The data suggest that intransitivities arise due to equivocations between different types of semantic relations. These results are then explained by means of the relation element theory which accounts for the character and behavior of semantic relations in terms of more primitive relational elements. The inferential phenomena observed are then explained by means of a single principle of element matching. (shrink)

Talk of linguistic universals has given cognitive scientists the impression that languages are all built to a common pattern. In fact, there are vanishingly few universals of language in the direct sense that all languages exhibit them. Instead, diversity can be found at almost every level of linguistic organization. This fundamentally changes the object of enquiry from a cognitive science perspective. This target article summarizes decades of cross-linguistic work by typologists and descriptive linguists, showing just how few and unprofound the (...) universal characteristics of language are, once we honestly confront the diversity offered to us by the world's 6,000 to 8,000 languages. After surveying the various uses of “universal,” we illustrate the ways languages vary radically in sound, meaning, and syntactic organization, and then we examine in more detail the core grammatical machinery of recursion, constituency, and grammatical relations. Although there are significant recurrent patterns in organization, these are better explained as stable engineering solutions satisfying multiple design constraints, reflecting both cultural-historical factors and the constraints of human cognition.Linguistic diversity then becomes the crucial datum for cognitive science: we are the only species with a communication system that is fundamentally variable at all levels. Recognizing the true extent of structural diversity in human language opens up exciting new research directions for cognitive scientists, offering thousands of different natural experiments given by different languages, with new opportunities for dialogue with biological paradigms concerned with change and diversity, and confronting us with the extraordinary plasticity of the highest human skills. (shrink)

This is the second part of a two-part article on compositionality, i.e. the principle that the meaning of a complex expression is determined by the meanings of its parts and the way they are put together. In the first, Pagin and Westerståhl (2010), we provide a general historical background, a formal framework, definitions, and a survey of variants of compositionality. It will be referred to as Part I. Here we discuss arguments for and against the claim that natural languages have (...) a compositional semantics. We also discuss some problem cases, including belief reports, quotation, idioms, and ambiguity. (shrink)

The goal of this study is to reintegrate the theory of generative grammar into the cognitive sciences. Generative grammar was right to focus on the child's acquisition of language as its central problem, leading to the hypothesis of an innate Universal Grammar. However, generative grammar was mistaken in assuming that the syntactic component is the sole course of combinatoriality, and that everything else is “interpretive.” The proper approach is a parallel architecture, in which phonology, syntax, and semantics are autonomous generative (...) systems linked by interface components. The parallel architecture leads to an integration within linguistics, and to a far better integration with the rest of cognitive neuroscience. It fits naturally into the larger architecture of the mind/brain and permits a properly mentalistic theory of semantics. It results in a view of linguistic performance in which the rules of grammar are directly involved in processing. Finally, it leads to a natural account of the incremental evolution of the language capacity. Key Words: evolution of language; generative grammar; parallel architecture; semantics; syntax. (shrink)

We discuss the challenge to truth-conditional semantics presented by apparent shifts in extension of predicates such as ‘red’. We propose an explicit indexical semantics for ‘red’ and argue that our account is preferable to the alternatives on conceptual and empirical grounds.

A critique of the purely semantic, minimalist notion of 'what is said'.

No one nowadays would deny the importance of conceptual innovation in the growth of scientific knowledge. But how is it possible? And by this I do not mean: what kinds of social, economic, or mental develop- ments are causally responsible for promoting it? That is a question for historians, sociologists and psychologists of science to answer. Instead I shall concern myself with a more philosophical issue, namely: how can the possibility of conceptual innovation be compatible with the way in which (...) we reason about language, meaning and understanding - i.e., what adjustments in, or constraints on, the framework of such reasoning are forced on us by acceptance of this possibility? In particular does it fit in with the project of reconstructing scientific reasoning in artificial languages like Leibniz proposed in the 17th century or Carnap in the 20th? (shrink)

1 There is a Standard Objection to the idea that concepts might be prototypes (or exemplars, or stereotypes): Because they are productive, concepts must be compositional. Prototypes aren't compositional, so concepts can't be prototypes (see, e.g., Margolis, 1994).2 However, two recent papers (Osherson and Smith, 1988; Kamp and Partee, 1995) reconsider this consensus. They suggest that, although the Standard Objection is probably right in the long run, the cases where prototypes fail to exhibit compositionality are relatively exotic and involve phenomena (...) which any account of compositionality is likely to find hard to deal with; for example, the effects of quantifiers, indexicals, contextual constraints, etc. KP are even prepared to indulge a guarded optimism: "... when a suitably rich compositional theory... is developed, prototypes will be seen ... as one property among many which only when taken altogether can support a compositional theory of combination" (p.56). In this paper, we argue that the Standard Objection to prototype theory was right after all: The problems about compositionality are insuperable in even the most trivial sorts of examples; it is therefore as near to certain as anything in cognitive science ever gets that the structure of concepts is not statistical. Theories of categorization, concept acquisition, lexical meaning and the like, which assume the contrary simply don't work. We commence with a general discussion of the constraints that an account of concepts must meet if their compositionality is to explain their productivity. We'll then turn to a criticism of proposals that OS2 and KP make for coping with some specific cases. (shrink)

A theory of analogy must describe how the meaning of an analogy is derived from the meanings of its parts. In the structure‐mapping theory, the interpretation rules are characterized as implicit rules for mapping knowledge about a base domain into a target domain. Two important features of the theory are (a) the rules depend only on syntactic properties of the knowledge representation, and not on the specific content of the domains; and (b) the theoretical framework allows analogies to be distinguished (...) cleanly from literal similarity statements, applications of abstractions, and other kinds of comparisons.Two mapping principles are described: (a) Relations between objects, rather than attributes of objects, are mapped from base to target; and (b) The particular relations mapped are determined by systematicity, as defined by the existence of higher‐order relations. (shrink)

I argue that linguistic meanings are instructions to build monadic concepts that lie between lexicalizable concepts and truth-evaluable judgments. In acquiring words, humans use concepts of various adicities to introduce concepts that can be fetched and systematically combined via certain conjunctive operations, which require monadic inputs. These concepts do not have Tarskian satisfaction conditions. But they provide bases for refinements and elaborations that can yield truth-evaluable judgments. Constructing mental sentences that are true or false requires cognitive work, not just an (...) exercise of basic linguistic capacities. (shrink)

This paper is devoted to the formulation and investigation of a dynamic semantic interpretation of the language of first-order predicate logic. The resulting system, which will be referred to as ‘dynamic predicate logic’, is intended as a first step towards a compositional, non-representational theory of discourse semantics. In the last decade, various theories of discourse semantics have emerged within the paradigm of model-theoretic semantics. A common feature of these theories is a tendency to do away with the principle of compositionality, (...) a principle which, implicitly or explicitly, has dominated semantics since the days of Frege. Therefore the question naturally arises whether non-compositionality is in any way a necessary feature of discourse semantics. Since we subscribe to the interpretation of compositionality as constituting primarily a methodological principle, we consider this to be a methodological rather than an empirical question. As a consequence, the emphasis in the present paper lies on developing an alternative compositional semantics of discourse, which is empirically equivalent to its non-compositional brethren, but which differs from them in a principled methodological way. Hence, no attempts are made to improve on existing theories empirically. Nevertheless, as we indicate in section 5, the development of a compositional alternative may in the end have empirical consequences, too. First of all, it can be argued that the dynamic view on interpretation developed in this paper suggests natural and relatively easy to formulate extensions which enable one to deal with a wider range of phenomena than can be dealt with in existing theories. Moreover, the various approaches to the model-theoretic semantics of discourse that have been developed during the last decade, have constituted a ‘fresh start’ in the sense that much of what had been accomplished before was ignored, at least for a start. Of course, this is a justified strategy if one feels one is trying to develop a radically different approach to recalcitrant problems. However, there comes a time when such new approaches have to be compared with the older one, and when an assessment of the pros and cons of each has to be made. One of the main problems in semantics today, we feel, is that a semantic theory such as Montague grammar, and an approach like Kamp’s discourse representation theory, are hard to compare, let alone that it is possible to unify their insights and results.. (shrink)

Understanding novel phrases (e.g. upside‐down daisy) and classifying objects in categories named by phrases ought to have common properties, but you'd never know it from current theories. The best candidate for both jobs is the Theory Theory, but it faces difficulties when theories are impoverished. A potential solution is a dual approach that couples theories (representations‐about categories) with fixed mentalese expressions (representations‐of categories). Both representations combine information in parallel when understanding phrases. Although there are objections to the notion that theories (...) can combine, some of them lose their force when applied to a suitable dual model. (shrink)

Within a year of each other, three one-volume general dictionaries of philosophy have recently appeared; when our future colleagues in philosophy look back on the 1990s they may well think of it as the decade of reference works. But however productive these years may prove to be in this genre, clearly visible somewhere around the top of the heap will be this handy, useful, entertaining, and instructive contribution from Simon Blackburn. Its two immediate competitors are the Cambridge Dictionary of Philosophy, (...) edited by Robert Audi, and the Oxford Companion to Philosophy, edited by Ted Honderich. No detailed comparison will be attempted here, but two points stand out as obviously giving Blackburn’s dictionary a rather different use and flavor from the others: while containing a closely comparable number of entries, it is distinctly shorter and handier in format; and it has all been written by a single author. (shrink)

Many concepts, which can be constituents of thoughts, are somehow indicated with words that can be constituents of sentences. But this assumption is compatible with many hypotheses about the concepts lexicalized, linguistic meanings, and the relevant forms of composition. The lexical items simply label the concepts they lexicalize, and that composition of lexical meanings mirrors composition of the labeled concepts, which exhibit diverse adicities. If a phrase must be understood as an instruction to conjoin monadic concepts that correspond to the (...) constituents, lexicalization must be a process in which non-monadic concepts are used to introduce monadic analogues. But given such analogues, along with some thematic concepts, conjunctions can mimic the effect of saturating polyadic concepts. The lexical items efface conceptual adicity distinctions, making it possible to treat a recursive combination of expressions as a sign of monadic predicate conjunction. (shrink)

This article reviews two kinds of experimental evidence from laboratories that challenge the adequacy of prototypes for representing human concepts. First, experiments suggesting that prototype theory does not distinguish adequately among concepts of maximally variant types, such as formal vs. natural kind and artifact concepts. Second, a more recent experimental line demonstrating how theories of conceptual combination with lexical prototypes fail to predict actual phrasal interpretations, such as language users' doubts as to whether Lithuanian apples are likely to be as (...) edible as apples. An extensive body of empirical research seems to provide evidence for the psychological validity of the prototype position. The default to the compositional stereotype strategy mentions that barring information, to the contrary, assumes that the typical adjective–noun combination satisfies the noun stereotype. (shrink)

Prototype theory emerged out of two main sources. First, research on perceptual category learning suggested that people spontaneously abstract representations of the statistical central tendency when they are exposed to a range of similar images. The abstracted representation corresponds to the average or prototype for a range of training images and can be used to classify future examples. The second source was philosophical. On some versions, the prototype features are organized into structured lists, which divide into such subheadings as physical (...) attributes, means of locomotion, and perhaps diet. In a connectionist framework, a prototype might be a collection of weighted feature-representing nodes, or, more graphically, points in a multidimensional space, whose dimensions correspond to nodes in the network. On an empiricist approach, prototype features might be interpreted as components of structured mental images, and imagistic simulations of prototype activities. (shrink)

A context-shifting example involves a putatively non-ambiguous, non-elliptical, non-indexical declarative sentence, some distinct utterances of which differ in truth value despite sameness of place, time, surrounding objects, and other physical factors. Charles Travis has spawned a large literature by arguing that such examples undermine compositional truth-conditional semantics. After explaining how prior responses to Travis’s examples fail in the metaphysical details, the present essay develops a new approach that treats a wide range of subject terms as disguised indexicals sensitive to mereological (...) structure. (shrink)

Compositionality refers to how a complex expression is made up of its parts on the basis of grammatical rules, and derives its meaning from these parts. In general, emergent features are not initially present in concepts but arise when these concepts are combined. The source of these emergent features is explained by extensional feedback. Although there is strong evidence for emergent features that arise from extensional feedback, there is another type of emergent feature which is common. These emergent features are (...) constructed or created from existing features represented in the modifier and head noun. One of the ways to view emergent features is in terms of processing stages. In the earliest stage, understanding a novel combination is initially a compositional process in which features of the constituents are activated. In a middle stage, it is proposed that the multiple-process model constructs emergent features from the compositional features. Finally, some researchers suggest that, after comprehending a novel combination, people elaborate the meaning with emergent features based on extensional feedback. (shrink)

A taxonomy of part‐whole or meronymic relations is developed to explain the ordinary English‐speaker's use of the term “part of” and its cognates. The resulting classification yields six types of meronymic relations: 1. component‐integral object (pedal‐bike), 2. member‐collection (ship‐fleet), 3. portion‐mass (slice‐pie), 4. stuff‐object (steel‐car), 5. feature‐activity (paying‐shopping), and 6. place‐area (Everglades‐Florida). Meronymic relations ore further distinguished from other inclusion relations, such as spatial inclusion, and class inclusion, and from several other semantic relations: attribution, attachment, and ownership. This taxonomy is (...) then used to explain cases of apparent intransitivity in merological syllogisms, and standard form syllogisms whose premises express different inclusion relations. The data suggest that intransitivities arise due to equivocations between different types of semantic relations. These results are then explained by means of the relation element theory which accounts for the character and behavior of semantic relations in terms of more primitive relational elements. The inferential phenomena observed are then explained by means of a single principle of element matching. (shrink)

Charles Travis; IX*—On Constraints of Generality, Proceedings of the Aristotelian Society, Volume 94, Issue 1, 1 June 1994, Pages 165–188, https://doi.org/10.10.

Early agreement within cognitive science on the topic of representation has now given way to a combination of positions. Some question the significance of representation in cognition. Others continue to argue in favor, but the case has not been demonstrated in any formal way. The present paper sets out a framework in which the value of representation use can be mathematically measured, albeit in a broadly sensory context rather than a specifically cognitive one. Key to the approach is the use (...) of Bayesian networks for modeling the distal dimension of sensory processes. More relevant to cognitive science is the theoretical result obtained, which is that a certain type of representational architecture is necessary for achievement of sensory efficiency. While exhibiting few of the characteristics of traditional, symbolic encoding, this architecture corresponds quite closely to the forms of embedded representation now being explored in some embedded/embodied approaches. It becomes meaningful to view that type of representation use as a form of information recovery. A formal basis then exists for viewing representation not so much as the substrate of reasoning and thought, but rather as a general medium for efficient, interpretive processing. (shrink)

This article presents three more-or-less-traditional considerations for compositionality. The first is that the usual statement of the compositionality principle is massively ambiguous. One of the eight available readings rules out all sources of multiplicity in meaning in complex expressions besides the lexicon and the syntax. Others are more permissive—how much more is not always clear. The second claim is that traditional considerations in favour of compositionality are less powerful than is often assumed. Compositionality is best construed as an empirical hypothesis (...) on meanings expressed in natural languages. Finally, the third claim is that, even if compositionality is true, most of the debates in philosophy, linguistics, and psychology surrounding compositionality will remain open. These debates tend to be about significantly stronger theses. (shrink)

This is a reminiscence and short biographical sketch of the late philosopher and cognitive scientist Jerry Fodor. It includes a summary of his main proposals about the mind: his “Language of Thought” hypothesis; his rejection of analyticity and conceptual role semantics; his “mad dog nativism”; his proposal of mental modules and—by contrast—his skepticism about a computational theory of central cognition; his anti‐reductionist, but still physicalist, views about psychology; and, lastly, his attacks on selectionism. I conclude with some discussion of his (...) idiosyncratic style and of his aesthetic and other interests. An appendix provides some memorable quotes. (shrink)

It has often been observed that the meaning of a word may be affected by the other words which occur in the same sentence. How are we to account for this phenomenon of 'semantic flexibility'? It is argued that semantic flexibility reduces to context-sensitivity and does not raise unsurmountable problems for standard compositional accounts. On the other hand, it would be a mistake to assume too simple a view of context-sensitivity. Two basic forms of context-sensitivity are distinguished in the paper. (...) The second form — sense modulation — shows that, in a sense, there is more in the meaning of the whole than can be derived from the meanings of the parts. (shrink)

In this paper, I argue that while truth-conditional semantics in generative linguistics provides lots of good semantic explanations, truth-conditions do not play an important role in these explanations. That is, the fact that expressions have the particular truthconditional contents they have does not even partly explain facts about semantic phenomena. Rather, explanations of semantic phenomena appeal to extra-truth-conditional properties attributed to expressions via their lexical entries. Focusing on recent truth-conditional work on gradable adjectives and degree modifiers by Kennedy and McNally, (...) I show that the best explanations of semantic anomaly and entailment for these expressions are non-truth-conditional—they do not depend on the fact that these expressions have the truth-conditional contents they have. I then provide reasons for thinking that the point generalizes beyond gradable adjectives and degree modifiers to other expressions, and beyond anomaly and entailment to other semantic phenomena. Truth-conditional content, generally, is extrasemantic. (shrink)

The principle of compositionality states that the meaning of a complex expression is a function of the lexical meanings of its components and the syntactic structure of the whole. PC is usually considered necessary for explaining the apparent ability of human language users to interpret arbitrary regular complex expressions efficiently and uniformly. The meaning of a syntactically regular expression derives from the meanings of its components in a regular way. Any given lexical expression is not just of a certain type, (...) but belongs to hierarchies of types in the sense of Carpenter. The possible types form a semi-lattice ordered by the partial ordering relation of subsumption. The most specific, or minimal, type consists of solely an individual lexical expression. The most general type comprises all lexical expressions indiscriminately. (shrink)

The most popular version of linguistic semantics was Generative at the time of the publication of Montague's papers. Generative Semantics did semantics essentially in a syntactic fashion: meanings were bits of representation, like CAUSE, BECOME, and RED, and were combined in a tree that was subject to transformations. The analysis offered by Montague uses some non-standard mechanisms for handling strings. One is arbitrary insertion, and the other is the use of deletion. One problem area of Montague grammar is the idea (...) of type raising. Montague did not think of raising as rules but rather assumed raised types to begin with. In order to allow names to be coordinated with ordinary noun phrases, Montague assumed that the semantics of names is similar to that of NPs. (shrink)

The principle of compositionality is a statement about the semantics of expressions. It can also be framed slightly differently so that it becomes a principle about the content of complex concepts. This article explains this principle, and the reasons for deviating from it. It will review the psychological research on typicality effects and non-logical reasoning which suggest that explanations can be given for significant phenomena if concepts are understood as prototypes. The evidence suggests that the combination of prototypes follows a (...) principle corresponding to something like PC' rather than PC. PC' states that the content of a complex concept is completely determined by the contents of its parts and their mode of combination, together with general knowledge. A prototype representation of the conjunctive concept is formed by aggregating one feature with another. Any instance is then judged to belong in the conjunction on the basis of its overall similarity to this composite representation. (shrink)

The ideas of contextuality and of compositionality were discussed at the beginnings of the nineteenth century in Germany, but the contextuality was the significant one. In 1880, Wundt published a work called Logik, comprising two volumes, which evolved to the German standard text on logic. Gottlob Frege, a German mathematician, logician, and philosopher, presented contextuality as his basic principle; his solution of the foundational problems is based upon it, he meant the principle literally, and would have rejected compositionality. He introduced (...) the distinction between sense and reference in his paper, “Über Sinn und Bedeutung” in 1892. He did not accept the notion the reference of an expression; instead, his approach is based upon the notion the reference of an expression in a given sentence. In the period before Tarski, logics were regarded as deductive theories. Tarski made an important step with his paper on “Truth in formalized languages,” in which he characterized the notion of a true sentence in a purely semantic way. (shrink)

Linguists started to handle the semantics of linguistic constructions with the proper generality only in the twentieth century. Leonard Bloomfield approaches the notion of a construction via the notion of a constituent. A “constituent” of a linguistic form e is a linguistic form, which occurs in e and also in some other linguistic form. It is an “immediate constituent” of e if it appears at the first level in the analysis of the form into ultimate constituents. A “construction” combines two (...) or more linguistic forms as immediate constituents of a more complex form. Bloomfield's notion of a “pronounceable” string of sounds is purely phonetic. So the entire work of distinguishing grammatical from ungrammatical expressions of the language L rests on the question whether they are “meaningful.”. (shrink)

This article mentions that a formal view of compositional semantics is helpful both for what it reveals about the structure of language and also for what it deletes, including context, the use of compositionality to index rather than define meaning, and the role of idioms. It also discusses how Construction Grammar allows one to incorporate idioms into a framework in which compositionality may sometimes use familiar sequences of words as atoms when the meanings of single words do not themselves contribute (...) to the meaning of the whole. Schema Theory shows what is meant by embodied meaning, and the way it is embedded in social experience. Linguists working within CG, with its close relations to Cognitive Grammar, have teased out the rule-governed and productive linguistic behaviors specific to each family of constructions. (shrink)