Montague Semantics
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Natural Language Semantics
Logical Approaches to (Compositional) Natural Language Semantics Kristina Liefke, MCMP Summer School on Mathematical Philosophy for Female Students LMU Munich, July 28, 2014 This Session & The Summer School Many lectures/tutorials have presupposed the possibility of translating natural language sentences into interpretable logical formulas. But: This translation procedure has not been made explicit. 1 In this session, we introduce a procedure for the translation of natural language, which is inspired by the work of Montague: Kristina talks about Montague. Kristina k Montague m talk talk about about Kristina talks about Montague about (m, talk, k) 2 We will then use this procedure to provide a (formal) semantics for natural language. Montague Grammar The (Rough) Plan nat. lang. logical model-th. sentences formulas objects translation interpret’n K. talks talk (k) T À Compositional Semantics We will be concerned with compositional – not lexical – semantics: Lexical semantics studies the meaning of individual words: talk := “to convey or express ideas, thought, information etc. by means of speech” J K Compositional semantics studies the way in which complex phrases obtain a meaning from their constituents: Kristina = k Montague = m talk = talk about = about Kristina talks about Montague = about (m, talk, k) J K J K J K J K J K J K J K J K PrincipleJ (Semantic compositionality)K J K (Partee, 1984) The meaning of an expression is a function of the meanings of its constituents and their mode of combination. Compositional Semantics We will be concerned with compositional – not lexical – semantics: Lexical semantics studies the meaning of individual words. Compositional semantics studies the way in which complex phrases obtain a meaning from their constituents: Montague: Kristina = k0 Montague = m0 talk = talk0 about = about0 Kristina talks about Montague = about0(m0, talk0, k0) J K J K J K J K J K J K J K J K J ‘Word-prime semantics’ (CrouchK J and King, 2008),K cf. -
Introduction to Montague Semantics Studies in Linguistics and Philosophy
INTRODUCTION TO MONTAGUE SEMANTICS STUDIES IN LINGUISTICS AND PHILOSOPHY formerly Synthese Language Library Managing Editors: GENNORO CHIERCHIA, Cornwell University PAULINE JACOBSON, Brown University Editorial Board: EMMON BACH, University of Massachusetts at Amherst JON BARWISE, CSLI, Stanford JOHAN VAN BENTHEM, Mathematics Institute, University of Amsterdam DAVID DOWTY, Ohio State University, Columbus GERALD GAZDAR, University of Sussex, Brighton EWAN KLEIN, University of Edinburgh BILL LADUSA W, University of California at Santa Cruz SCOTT SOAMES, Princeton University HENRY THOMPSON, University of Edinburgh VOLUM E 11 INTRODUCTION TO MONTAGUE SEMANTICS by DA VID R. DOWTY Dept. of Linguistics, Ohio State University, Columbus ROBERT E. WALL Dept. of Linguistics, University of Texas at Austin and STANLEY PETERS CSLI, Stanford KLUWER ACADEMIC PUBLISHERS DORDRECHT I BOSTON I LONDON library of Congress Cataloging in Publication Data Dowty, David R. Introduction to Montague semantics. (Syn these language library; v. 11) Bibliography: p. Includes index. 1. Montague grammar. 2. Semantics(philosophy). 3. Generative grammar. 4. Formal languages-Semantics. I. Wall, Robert Eugene, joint author. II. Peters, Stanley, 1941- joint author. III. Title. IV. Series P158.5D6 415 80-20267 ISBN-13: 978-90-277-1142-7 e-ISBN-13978-94-009-9065-4 DOl: 10.1007/978-94-009-9065-4 Published by Kluwer Academic Publishers, P.O. Box 17,3300 AA Dordrecht, The Netherlands. Kluwer Academic Publishers incorporates the publishing programmes of D. Reidel, Martinus Nijhoff, Dr W. Junk and MTP Press. Sold and distributed in the U.S.A. and Canada by Kluwer Academic Publishers, 101 Philip Drive, Norwell, MA 02061, U.S.A. In all other countries, sold and distributed by Kluwer Academic Publishers Group, P.O. -
Montague Grammar Stefan Thater Blockseminar “Underspecification” 10.04.2006 Overview
Montague Grammar Stefan Thater Blockseminar “Underspecification” 10.04.2006 Overview • Introduction • Type Theory • A Montague-Style Grammar • Scope Ambiguities • Summary Introduction • The basic assumption underlying Montague Grammar is that the meaning of a sentence is given by its truth conditions. - “Peter reads a book” is true iff Peter reads a book • Truth conditions can be represented by logical formulae - “Peter reads a book” → ∃x(book(x) ∧ read(p*, x)) • Indirect interpretation: - natural language → logic → models Compositionality • An important principle underlying Montague Grammar is the so called “principle of compositionality” The meaning of a complex expression is a function of the meanings of its parts, and the syntactic rules by which they are combined (Partee & al, 1993) Compositionality John reads a book John reads a book [[ John reads a book ]] = reads a book C1([[ John]], [[reads a book]] ) = C1([[ John]], C2([[reads]] , [[a book]] ) = a book C1([[ John]], C2([[reads]] , C3([[a]], [[book]])) Representing Meaning • First order logic is in general not an adequate formalism to model the meaning of natural language expressions. • Expressiveness - “John is an intelligent student” ⇒ intelligent(j*) ∧ stud(j*) - “John is a good student” ⇒ good(j*) ∧ stud(j*) ?? - “John is a former student” ⇒ former(j*) ∧ stud(j*) ??? • Representations of noun phrases, verb phrases, … - “is intelligent” ⇒ intelligent( ∙ ) ? - “every student” ⇒ ∀x(student(x) ⇒ ⋅ ) ??? Type Theory • First order logic provides only n-ary first order relations, which -
Donkey Anaphora Is In-Scope Binding∗
Semantics & Pragmatics Volume 1, Article 1: 1–46, 2008 doi: 10.3765/sp.1.1 Donkey anaphora is in-scope binding∗ Chris Barker Chung-chieh Shan New York University Rutgers University Received 2008-01-06 = First Decision 2008-02-29 = Revised 2008-03-23 = Second Decision 2008-03-25 = Revised 2008-03-27 = Accepted 2008-03-27 = Published 2008- 06-09 Abstract We propose that the antecedent of a donkey pronoun takes scope over and binds the donkey pronoun, just like any other quantificational antecedent would bind a pronoun. We flesh out this idea in a grammar that compositionally derives the truth conditions of donkey sentences containing conditionals and relative clauses, including those involving modals and proportional quantifiers. For example, an indefinite in the antecedent of a conditional can bind a donkey pronoun in the consequent by taking scope over the entire conditional. Our grammar manages continuations using three independently motivated type-shifters, Lift, Lower, and Bind. Empirical support comes from donkey weak crossover (*He beats it if a farmer owns a donkey): in our system, a quantificational binder need not c-command a pronoun that it binds, but must be evaluated before it, so that donkey weak crossover is just a special case of weak crossover. We compare our approach to situation-based E-type pronoun analyses, as well as to dynamic accounts such as Dynamic Predicate Logic. A new ‘tower’ notation makes derivations considerably easier to follow and manipulate than some previous grammars based on continuations. Keywords: donkey anaphora, continuations, E-type pronoun, type-shifting, scope, quantification, binding, dynamic semantics, weak crossover, donkey pronoun, variable-free, direct compositionality, D-type pronoun, conditionals, situation se- mantics, c-command, dynamic predicate logic, donkey weak crossover ∗ Thanks to substantial input from Anna Chernilovskaya, Brady Clark, Paul Elbourne, Makoto Kanazawa, Chris Kennedy, Thomas Leu, Floris Roelofsen, Daniel Rothschild, Anna Szabolcsi, Eytan Zweig, and three anonymous referees. -
Montague Meets Markov: Deep Semantics with Probabilistic Logical Form
Montague Meets Markov: Deep Semantics with Probabilistic Logical Form Islam Beltagyx, Cuong Chaux, Gemma Boleday, Dan Garrettex, Katrin Erky, Raymond Mooneyx xDepartment of Computer Science yDepartment of Linguistics The University of Texas at Austin Austin, Texas 78712 x beltagy,ckcuong,dhg,mooney @cs.utexas.edu [email protected],[email protected] g Abstract # » # » sim(hamster, gerbil) = w We combine logical and distributional rep- resentations of natural language meaning by gerbil( transforming distributional similarity judg- hamster( ments into weighted inference rules using Markov Logic Networks (MLNs). We show x hamster(x) gerbil(x) f(w) that this framework supports both judg- 8 ! | ing sentence similarity and recognizing tex- tual entailment by appropriately adapting the Figure 1: Turning distributional similarity into a MLN implementation of logical connectives. weighted inference rule We also show that distributional phrase simi- larity, used as textual inference rules created on the fly, improves its performance. els (Turney and Pantel, 2010) use contextual sim- ilarity to predict semantic similarity of words and 1 Introduction phrases (Landauer and Dumais, 1997; Mitchell and Tasks in natural language semantics are very diverse Lapata, 2010), and to model polysemy (Schutze,¨ and pose different requirements on the underlying 1998; Erk and Pado,´ 2008; Thater et al., 2010). formalism for representing meaning. Some tasks This suggests that distributional models and logic- require a detailed representation of the structure of based representations of natural language meaning complex sentences. Some tasks require the ability to are complementary in their strengths (Grefenstette recognize near-paraphrases or degrees of similarity and Sadrzadeh, 2011; Garrette et al., 2011), which between sentences. -
A Bibliography on Event Semantics and Related Matters
A Bibliography on Event Semantics and Related Matters Events: Modification, Aspect and Lexical Meaning Cleo Condoravdi and Hana Filip LSA Institute Stanford July, 2007 References [1] Abusch, Dorit. 1985. On Verbs and Time. Doctoral dissertation, University of Massachusetts at Amherst. [2] Abusch, Dorit. 1986. Verbs of Change, Causation, and Time. Technical Report CSLI-86-50, Center for the Study of Language and Information, Stanford University. [3] Abusch, Dorit. 2005. Causatives and Mixed Aspectual Type. In Gregory N. Carlson and Francis J. Pelletier, eds., 29–61. [4] Abusch, Dorit and Mats Rooth. 1990. Temporal Adverbs and the English Perfect. NELS 20, 1–15. [5] Alexiadou Artemis, Monika Rathert and Arnim von Stechow (eds.). 2003. Perfect Explorations. Berlin: Mouton de Gruyter. [6] Allen, James. 1983. Maintaining Knowledge about Temporal Intervals. CACM 26, 832–843. [7] Allen, James. 1984. Towards a General Theory of Action and Time. Arti- ficial Intelligence 23, 123–154. [8] Arregui, Ana. To appear. When aspect matters: the case of would- conditionals. Natural Language Semantics. [9] Artstein, Ron. 2006. Quantificational Arguments in Temporal Adjunct Clauses. Linguistics and Philosophy 28, 541–597. 1 [10] Asher, Nicholas. 1992. A Default, Truth Conditional Semantics for the Progressive. Linguistics and Philosophy 15, 463–508. [11] Asher, Nicholas. 1993. Reference to Abstract Objects in Discourse. Dor- drecht: Kluwer Academic Publishers. [12] Asher, Nicholas and Pierre Sablayrolles. 1995. A Typology and Discourse Semantics for Motion verbs and Spatial PPs in French. Journal of Seman- tics 12, 163–209. [13] Bach, Emmon. 1981. On Time, Tense, and Aspect: An Essay in English Metaphysics. In Peter Cole, ed., Radical Pragmatics, 63–81. -
APA Newsletter on Philosophy and Computers, Vol. 14, No. 2
NEWSLETTER | The American Philosophical Association Philosophy and Computers SPRING 2015 VOLUME 14 | NUMBER 2 FROM THE GUEST EDITOR John P. Sullins NOTES FROM THE COMMUNITY ON PAT SUPPES ARTICLES Patrick Suppes Patrick Suppes Autobiography Luciano Floridi Singularitarians, AItheists, and Why the Problem with Artificial Intelligence is H.A.L. (Humanity At Large), not HAL Peter Boltuc First-Person Consciousness as Hardware D. E. Wittkower Social Media and the Organization Man Niklas Toivakainen The Moral Roots of Conceptual Confusion in Artificial Intelligence Research Xiaohong Wang, Jian Wang, Kun Zhao, and Chaolin Wang Increase or Decrease of Entropy: To Construct a More Universal Macroethics (A Discussion of Luciano Floridi’s The Ethics of Information) VOLUME 14 | NUMBER 2 SPRING 2015 © 2015 BY THE AMERICAN PHILOSOPHICAL ASSOCIATION ISSN 2155-9708 APA NEWSLETTER ON Philosophy and Computers JOHN P. SULLINS, GUEST EDITOR VOLUME 14 | NUMBER 2 | SPRING 2015 but here we wish to celebrate his accomplishments in the FROM THE GUEST EDITOR fields of philosophy and computing one last time. John P. Sullins To accomplish that goal I have compiled some interesting SONOMA STATE UNIVERSITY pieces from an autobiography that Pat wrote some years ago but that he added to a bit for an event held in his honor November 17, 2014, marked the end of an inspiring at Stanford. In this document he explains his motivations career. On that day Patrick Suppes died quietly at the and accomplishments in various fields of study that are age of ninety-two in his house on the Stanford Campus, of interest to our community. In that section you will see which had been his home both physically and intellectually just how ambitious Pat was in the world of computer since 1950. -
Operators in the Paradox of the Knower I
PATRICK GRIM OPERATORS IN THE PARADOX OF THE KNOWER I ABSTRACT. Predicates are term-to-sentence devices, and operators are sentence-to- sentence devices. What Kaplan and Montague's Paradox of the Knower demonstrates is that necessity and other modatities cannot be treated as predicates, consistent with arithmetic; they must be treated as operators instead. Such is the current wisdom. A number of previous pieces have challenged such a view by showing that a predicative treatment of modalities need not raise the Paradox of the Knower. This paper attempts to challenge the current wisdom in another way as well: to show that mere appeal to modal operators in the sense of sentence-to-sentence devices is insufficient to escape the Paradox of the Knower. A family of systems is outlined in which closed formulae can encode other formulae and in which the diagonal lemma and Paradox of the Knower are thereby demonstrable for operators in this sense. Predicates are term-to-sentence devices: functions that take the terms of a language as input and render sentences (or open formulae) as output. Sentential operators or connectives, on the other hand, are sentence-to-sentence devices: they take sentences (or open formulae) as input and render sentences (or open formulae) as output. Such at least is the current wisdom. Quine's 'Nec' is intended as a predicate. The familiar '[2' of modal logic, in contrast, is an operator. 2 Another claim that appears as part of the current wisdom is this: that what Kaplan and Montague's Paradox of the Knower demonstrates is that necessity and other modalities cannot be treated as predicates, consistent with arithmetic. -
The History of Formal Semantics, Going Beyond What I Know First-Hand
!"#$"##% Introduction ! “Semantics” can mean many different things, since there are many ways to be interested in “meaning”. One 20th century debate: how much common ground across logic, philosophy, and linguistics? The History of ! Formal semantics, which says “much!”, has been shaped over the last 40+ years by fruitful interdisciplinary collaboration among linguists, Formal Semantics philosophers, and logicians. ! In this talk I’ll reflect mainly on the development of formal semantics and to a lesser extent on formal pragmatics in linguistics and philosophy starting in the 1960’s. Barbara H. Partee ! I’ll describe some of the innovations and “big ideas” that have shaped the MGU, May 14, 2011 development of formal semantics and its relation to syntax and to (= Lecture 13, Formal Semantics Spec-kurs) pragmatics, and draw connections with foundational issues in linguistic theory, philosophy, and cognitive science. May 2011 MGU 2 Introduction “Semantics” can mean many different things ! I’m not trained as a historian of linguistics (yet) or of philosophy; what I know best comes from my experience as a graduate student of Chomsky’s ! “Semantics” used to mean quite different things to linguists in syntax at M.I.T. (1961-65), then as a junior colleague of Montague’s at and philosophers, not surprisingly, since different fields have UCLA starting in 1965, and then, after his untimely death in 1971, as one different central concerns. of a number of linguists and philosophers working to bring Montague’s " Philosophers of language have long been concerned with truth and semantics and Chomskyan syntax together, an effort that Chomsky reference, with logic, with how compositionality works, with how himself was deeply skeptical about. -
The Logica Yearbook
- -- - - -- - the logica yearbook 2006 - -- - - - --- the logica yearbook -- - 2006 Are concepts a priori? 1 2 Materna Are concepts a priori? 3 the logica yearbook 2006 4 Materna Are concepts a priori? 5 THE LOGICA YEARBOOK 2006 Edited by Ondřej Tomala and Radek Honzík FILOSOFIA Prague 2019 6 Materna Publication of the Logica Yearbook 2006 as well as the organisation of the Logica 2006 conference was supported by grant no. 401/04/0117 of the Grant Agency of the Czech Republic. Published by , 2007 Institute of Philosophy Academy of Sciences of the Czech Republic, Prague Edited by Ondřej Tomala and Radek Honzík Design and typesetting by Martin Pokorný Cover © Marta Bílková Copyright of the papers held by the individual authors, unless otherwise noted Printed by PB tisk Příbram, Czech Republic ISBN 978-80-7007-254-7 (print book) ISBN 978-80-7007-582-1 (e-book) DOI 10.47376/filosofia.2007.1 Are concepts a priori? 7 TABLE OF CONTENTS A PREFACE .................................................... 9 Francesco Belardinelli COUNTERPART SEMANTICS FOR QUANTIFIED MODAL LOGIC ............... 11 Alexandre Costa-Leite COMBINING MODAL CONCEPTS: PHILOSOPHICAL APPLICATIONS ............. 23 Marie Duží THE USE-MENTION DISTINCTION .................................... 33 Antonín Dvořák and Vilém Novák FUZZY TYPE THEORY AS A TOOL FOR LINGUISTIC ANALYSIS ................ 51 María J. Frápolli WHAT IS A LOGICAL CONSTANT? THE INFERENCE-MARKER VIEW ............ 63 Brian Hill “REALISTIC” BELIEF DYNAMICS ..................................... 77 Bjørn Jespersen SIX WAYS OF KNOWING WHETHER .................................. 93 John T. Kearns RECAPTURING THE EPISTEMIC DIMENSION OF LOGIC ..................... 105 Katarzyna Kijania-Placek ON CIRCULAR ACCEPTANCE ....................................... 117 Vojtěch Kolman LOGICISM AND THE RECURSION THEOREM ............................. 127 Arnold Koslow A TALE OF twO SCHEMATA: TARSKIAN (FINITARY) TRUTH AND RAMSEYAN MENTAL STATES ................................... -
Leibniz's Lingua Characteristica and Its Contemporary Counterparts
Anna Pietryga LEIBNIZ’S LINGUA CHARACTERISTICA AND ITS CONTEMPORARY COUNTERPARTS Originally published as ”Leibniza << lingua characteristica >> i jej współczesne odpowiedniki,” Studia Semiotyczne 27 (2010), 293–305. Translated by Lesław Kawalec. There is no need to introduce Gottfried Wilhelm Leibniz, a great philoso- pher, theologian, diplomat, creator (independently of Isaac Newton) of the infinitesimal calculus and founder of the Academy of Sciences in Berlin. He also planned the development of the so-called Lingua characteristica (the plan shared by other 17 th century scholars). Literally taken, the name of the language means a language of letters , a graphic language , also called a characteristica universalis . It was meant to be a way of expressing meanings, as modeled after methods used in arithmetic and geometry (Leibniz also mentions logicians) and having unusual properties. 1. Like mathematical methods, such as written multiplication, lingua characteristica is supposed to enable an assessment of the reasoning correctness on the basis of the notation alone, which would prevent disputes between followers of opposing ideas and thus eliminate such disputes at the outset. Agreement would be reached by means of performing calculations in public, as encouraged by the Latin motto: calculemus (Murawski 1994: 93, 97). 2. Lingua characteristica will shut the mouths of ignoramuses as in the new language it will be possible to write about and discuss those topics only that one understands; otherwise the mistake will be noticeable for everyone, the author included (Murawski 1994: 95). (The text fails to mention authors of utopian designs, but these have not yet been expressed in a magical language). 241 Leibniz’s lingua characteristica and its contemporary counterparts 3. -
'Verbs of Change, Causation, and Time'. Center for the Study of Language and Information Report No
REFERENCES Abusch, Dorit. 1986. 'Verbs of Change, Causation, and Time'. Center for the Study of Language and Information Report No. 86-50. Stanford University. Aksu, A. A. 1978. Aspect and Modality in the Child's Acquisition ofthe Turkish Past Tense. Ph.D dissertation, University of California at Berkeley. Antinucci, F., and R. Miller. 1976. 'How Children Talk ab out What Happened'. Journal of Child Language 3, 167-189. Asher, Nicholas. 1986. 'Belief in Discourse Representation Theory'. Journal of Philosophical Logic 15, 127-189. Asher, Nicholas. Forthcoming. Abstract Objects, Semanties, and Anaphora. Asher, Nicholas and Hajime Wada. 1988. 'A Computational Account of Syntactic, Semantic and Discourse Principles far Anaphora Resolution'. Journal of Semantics 309-344. Austin, John. 1961. Philosophical Papers. Oxford: Oxford University Press. Axelrod, Melissa. 1990. The Koyukon language. Ph.D Dissertation, University of Alaska. Bach, Emmon. 1980. 'Tenses and aspects as functions on verb-phrases'. In C. Rohrer (ed.), Time, Tense and Quantifiers. Tübingen: Max Niemeyer. Bach, Emmon. 1986. 'The Algebra of Events'. Linguistics and Philosophy 9.1, 5-16. 437 438 REFERENCES Bach, Emmon. In press. 'The Metaphysics of Natural Language'. In Proceedings of the Seventh International Congress on Logic, Methodology, and Philosophy of Science. Baker, C. L. 1989. The Syntax ofEnglish. Cambridge, Mass.: MIT Press. Bakhtin, M. M. 1981. Translated by Emerson, C., and M. Holquist. The Dialogic Imagination. Austin, Texas: University of Texas Press. Banfield, Ann. 1981. Unspeakable Sentences: Narration and Representation in the Language of Fiction. Boston imd London: Routledge and Kegan Paul. Bar-Hillel, Yehoshua. 1954. 'Indexical Expressions' . Mind 63, 359-376. Bauer, G.