Anaphoric Dependence and Logical Form
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Questions Under Discussion: from Sentence to Discourse∗
Questions under Discussion: From sentence to discourse∗ Anton Benz Katja Jasinskaja July 14, 2016 Abstract Questions under discussion (QUD) is an analytic tool that has recently become more and more popular among linguists and language philosophers as a way to characterize how a sentence fits in its context. The idea is that each sentence in discourse addresses a (of- ten implicit) QUD either by answering it, or by bringing up another question that can help answering that QUD. The linguistic form and the interpretation of a sentence, in turn, may depend on the QUD it addresses. The first proponents of the QUD approach (von Stut- terheim & Klein, 1989; van Kuppevelt, 1995) thought of it as a general approach to the analysis of discourse structure where structural relations between sentences in a coherent discourse are understood in terms of relations between questions they address. However, the idea did not find broad application in discourse structure analysis, where theories aiming at logical discourse representations are predominantly based on the notion of coherence re- lations (Mann & Thompson, 1988; Hobbs, 1985; Asher & Lascarides, 2003). The problem of finding overt markers for QUDs means that they are also difficult to utilize for quanti- tative measures of discourse coherence (McNamara et al., 2010). At the same time QUD proved useful in the analysis of a wide range of linguistic phenomena including accentua- tion, discourse particles, presuppositions and implicatures. The goal of this special issue is to bring together cutting-edge research that demonstrates the success of QUD in linguistics and the need for the development of a comprehensive model of discourse coherence that incorporates the notion of QUD as its integral part. -
Coreference Resolution for Spoken French Loïc Grobol
Coreference resolution for spoken French Loïc Grobol To cite this version: Loïc Grobol. Coreference resolution for spoken French. Computation and Language [cs.CL]. Université Sorbonne Nouvelle - Paris 3, 2020. English. tel-02928209v2 HAL Id: tel-02928209 https://hal.archives-ouvertes.fr/tel-02928209v2 Submitted on 9 Mar 2021 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. Distributed under a Creative Commons Attribution| 4.0 International License École Doctorale 622 — Sciences du langage Lattice, Inria Thèse de doctorat en sciences du langage de l’Université Sorbonne Nouvelle Coreference resolution for spoken French présentée et soutenue publiquement par Loïc Grobol le 15 juillet 2020 Sous la direction d’Isabelle Tellier† et de Frédéric Landragin Et co-encadrée par Éric Villemonte de la Clergerie et Marco Dinarelli Jury : Massimo Poesio, Professor (Queen Mary University), Rapporteur, Sophie Rosset, Directrice de recherche (LIMSI), Rapportrice, Béatrice Daille, Professeur (Université de Nantes), Examinatrice, Pascal Amsili, Professeur (Université Sorbonne Nouvelle), Examinateur, Frédéric Landragin, Directeur de recherche (Lattice), Directeur, Éric Villemonte de la Clergerie, Chargé de recherche (Inria), Co-encadrant, Marco Dinarelli, Chargé de recherche (LIG), Co-encadrant. Reconnaissance automatique de chaînes de coréférences en français parlé Résumé Une chaîne de coréférences est l’ensemble des expressions linguistiques — ou mentions — qui font référence à une même entité ou un même objet du discours. -
Mind the GAP: a Balanced Corpus of Gendered Ambiguous Pronouns
Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns Kellie Webster and Marta Recasens and Vera Axelrod and Jason Baldridge Google AI Language fwebsterk|recasens|vaxelrod|[email protected] Abstract (1) In May, Fujisawa joined Mari Motohashi’s rink as the team’s skip, moving back from Karuizawa to Ki- Coreference resolution is an important task tami where she had spent her junior days. for natural language understanding, and the resolution of ambiguous pronouns a long- With this scope, we make three key contributions: standing challenge. Nonetheless, existing • We design an extensible, language- corpora do not capture ambiguous pronouns in sufficient volume or diversity to accu- independent mechanism for extracting rately indicate the practical utility of mod- challenging ambiguous pronouns from text. els. Furthermore, we find gender bias in • We build and release GAP, a human-labeled existing corpora and systems favoring mas- corpus of 8,908 ambiguous pronoun-name culine entities. To address this, we present pairs derived from Wikipedia.2 This dataset and release GAP, a gender-balanced labeled targets the challenges of resolving naturally- corpus of 8,908 ambiguous pronoun-name occurring ambiguous pronouns and rewards pairs sampled to provide diverse coverage systems which are gender-fair. of challenges posed by real-world text. We explore a range of baselines which demon- • We run four state-of-the-art coreference re- strate the complexity of the challenge, the solvers and several competitive simple base- best achieving just 66.9% F1. We show lines on GAP to understand limitations in that syntactic structure and continuous neu- current modeling, including gender bias. -
The Etienne Gilson Series 21
The Etienne Gilson Series 21 Remapping Scholasticism by MARCIA L. COLISH 3 March 2000 Pontifical Institute of Mediaeval Studies This lecture and its publication was made possible through the generous bequest of the late Charles J. Sullivan (1914-1999) Note: the author may be contacted at: Department of History Oberlin College Oberlin OH USA 44074 ISSN 0-708-319X ISBN 0-88844-721-3 © 2000 by Pontifical Institute of Mediaeval Studies 59 Queen’s Park Crescent East Toronto, Ontario, Canada M5S 2C4 Printed in Canada nce upon a time there were two competing story-lines for medieval intellectual history, each writing a major role for scholasticism into its script. Although these story-lines were O created independently and reflected different concerns, they sometimes overlapped and gave each other aid and comfort. Both exerted considerable influence on the way historians of medieval speculative thought conceptualized their subject in the first half of the twentieth cen- tury. Both versions of the map drawn by these two sets of cartographers illustrated what Wallace K. Ferguson later described as “the revolt of the medievalists.”1 One was confined largely to the academy and appealed to a wide variety of medievalists, while the other had a somewhat narrower draw and reflected political and confessional, as well as academic, concerns. The first was the anti-Burckhardtian effort to push Renaissance humanism, understood as combining a knowledge and love of the classics with “the discovery of the world and of man,” back into the Middle Ages. The second was inspired by the neo-Thomist revival launched by Pope Leo XIII, and was inhabited almost exclusively by Roman Catholic scholars. -
Constraints on Donkey Pronouns
Constraints on Donkey Pronouns The MIT Faculty has made this article openly available. Please share how this access benefits you. Your story matters. Citation Grosz, P. G., P. Patel-Grosz, E. Fedorenko, and E. Gibson. “Constraints on Donkey Pronouns.” Journal of Semantics 32, no. 4 (July 15, 2014): 619–648. As Published http://dx.doi.org/10.1093/jos/ffu009 Publisher Oxford University Press Version Author's final manuscript Citable link http://hdl.handle.net/1721.1/102962 Terms of Use Creative Commons Attribution-Noncommercial-Share Alike Detailed Terms http://creativecommons.org/licenses/by-nc-sa/4.0/ CONSTRAINTS ON DONKEY PRONOUNS Patrick Grosz, Pritty Patel-Grosz, Evelina Fedorenko, Edward Gibson Abstract This paper reports on an experimental study of donkey pronouns, pronouns (e.g. it) whose meaning covaries with that of a non-pronominal noun phrase (e.g. a donkey) even though they are not in a structural relationship that is suitable for quantifier-variable binding. We investigate three constraints, (i) the preference for the presence of an overt NP antecedent that is not part of another word, (ii) the salience of the position of an antecedent that is part of another word, and (iii) the uniqueness of an intended antecedent (in terms of world knowledge). We compare constructions in which intended antecedents occur in a context such as who owns an N / who is an N-owner with constructions of the type who was without an N / who was N-less. Our findings corroborate the existence of the overt NP antecedent constraint, and also show that the salience of an unsuitable antecedent’s position matters. -
Gottfried Wilhelm Leibniz Papers, 1646-1716
http://oac.cdlib.org/findaid/ark:/13030/kt2779p48t No online items Finding Aid for the Gottfried Wilhelm Leibniz Papers, 1646-1716 Processed by David MacGill; machine-readable finding aid created by Caroline Cubé © 2003 The Regents of the University of California. All rights reserved. Finding Aid for the Gottfried 503 1 Wilhelm Leibniz Papers, 1646-1716 Finding Aid for the Gottfried Wilhelm Leibniz Papers, 1646-1716 Collection number: 503 UCLA Library, Department of Special Collections Manuscripts Division Los Angeles, CA Processed by: David MacGill, November 1992 Encoded by: Caroline Cubé Online finding aid edited by: Josh Fiala, October 2003 © 2003 The Regents of the University of California. All rights reserved. Descriptive Summary Title: Gottfried Wilhelm Leibniz Papers, Date (inclusive): 1646-1716 Collection number: 503 Creator: Leibniz, Gottfried Wilhelm, Freiherr von, 1646-1716 Extent: 6 oversize boxes Repository: University of California, Los Angeles. Library. Dept. of Special Collections. Los Angeles, California 90095-1575 Abstract: Leibniz (1646-1716) was a philosopher, mathematician, and political advisor. He invented differential and integral calculus. His major writings include New physical hypothesis (1671), Discourse on metaphysics (1686), On the ultimate origin of things (1697), and On nature itself (1698). The collection consists of 35 reels of positive microfilm of more than 100,000 handwritten pages of manuscripts and letters. Physical location: Stored off-site at SRLF. Advance notice is required for access to the collection. Please contact the UCLA Library, Department of Special Collections Reference Desk for paging information. Language: English. Restrictions on Use and Reproduction Property rights to the physical object belong to the UCLA Library, Department of Special Collections. -
Frege and the Logic of Sense and Reference
FREGE AND THE LOGIC OF SENSE AND REFERENCE Kevin C. Klement Routledge New York & London Published in 2002 by Routledge 29 West 35th Street New York, NY 10001 Published in Great Britain by Routledge 11 New Fetter Lane London EC4P 4EE Routledge is an imprint of the Taylor & Francis Group Printed in the United States of America on acid-free paper. Copyright © 2002 by Kevin C. Klement All rights reserved. No part of this book may be reprinted or reproduced or utilized in any form or by any electronic, mechanical or other means, now known or hereafter invented, including photocopying and recording, or in any infomration storage or retrieval system, without permission in writing from the publisher. 10 9 8 7 6 5 4 3 2 1 Library of Congress Cataloging-in-Publication Data Klement, Kevin C., 1974– Frege and the logic of sense and reference / by Kevin Klement. p. cm — (Studies in philosophy) Includes bibliographical references and index ISBN 0-415-93790-6 1. Frege, Gottlob, 1848–1925. 2. Sense (Philosophy) 3. Reference (Philosophy) I. Title II. Studies in philosophy (New York, N. Y.) B3245.F24 K54 2001 12'.68'092—dc21 2001048169 Contents Page Preface ix Abbreviations xiii 1. The Need for a Logical Calculus for the Theory of Sinn and Bedeutung 3 Introduction 3 Frege’s Project: Logicism and the Notion of Begriffsschrift 4 The Theory of Sinn and Bedeutung 8 The Limitations of the Begriffsschrift 14 Filling the Gap 21 2. The Logic of the Grundgesetze 25 Logical Language and the Content of Logic 25 Functionality and Predication 28 Quantifiers and Gothic Letters 32 Roman Letters: An Alternative Notation for Generality 38 Value-Ranges and Extensions of Concepts 42 The Syntactic Rules of the Begriffsschrift 44 The Axiomatization of Frege’s System 49 Responses to the Paradox 56 v vi Contents 3. -
Presupposition Failure and Intended Pronominal Reference: Person Is Not So Different from Gender After All* Isabelle Charnavel Harvard University
Presupposition failure and intended pronominal reference: Person is not so different from gender after all* Isabelle Charnavel Harvard University Abstract This paper aims to show that (one of) the main argument(s) against the presuppositional account of person is not compelling if one makes appropriate assumptions about how the context fixes the assignment. It has been argued that unlike gender features, person features of free pronouns cannot yield presupposition failure (but only falsity) when they are not verified by the referent. The argument is however flawed because the way the referent is assigned is not made clear. If it is assumed to be the individual that the audience can recognize as the referent intended by the speaker, the argument is reversed. Keywords Person, gender, presupposition, assignment, reference, indexicals 1 Introduction Since Cooper (1983), gender features on pronouns are standardly analyzed as presuppositions (Heim and Kratzer 1998, Sauerland 2003, Heim 2008, Percus 2011, i.a.). Cooper’s analysis of gender features has not only been extended to number, but also to person features (Heim and Kratzer 1998, Schlenker 1999, 2003, Sauerland 2008, Heim 2008, i.a.), thus replacing the more traditional indexical analysis of first and second person pronouns (Kaplan 1977 and descendants of it). All pronouns are thereby interpreted as variables, and all phi-features are assigned uniform interpretive functions, that is, they introduce presuppositions that restrict of the value of the variables. However, empirical arguments have recently been provided that cast doubt on the presuppositional nature of person features (Stokke 2010, Sudo 2012, i.a.). In particular, it has been claimed that when the person information is not verified by the referent, the use of a first/second person pronoun does not give rise to a feeling of presupposition failure, as is the case when the gender information does not match the referent’s gender: a person mismatch, unlike a gender mismatch, yields a plain judgment of falsity. -
Bearers of Truth and the Unsaid
1 Bearers of Truth and the Unsaid Stephen Barker (University of Nottingham) Draft (Forthcoming in Making Semantics Pragmatic (ed) K. Turner. (CUP). The standard view about the bearers of truth–the entities that are the ultimate objects of predication of truth or falsity–is that they are propositions or sentences semantically correlated with propositions. Propositions are meant to be the contents of assertions, objects of thought or judgement, and so are ontologically distinct from assertions or acts of thought or judgement. So understood propositions are meant to be things like possible states of affairs or sets of possible worlds–entities that are clearly not acts of judgement. Let us say that a sentence S encodes a proposition «P» when linguistic rules (plus context) correlate «P» with S in a manner that does not depend upon whether S is asserted or appears embedded in a logical compound. The orthodox conception of truth-bearers then can be expressed in two forms: TB1 : The primary truth-bearers are propositions. TB2 : The primary truth-bearers are sentences that encode a proposition «P». I use the term primary truth-bearers , since orthodoxy allows that assertions or judgements, etc, can be truth-bearers, it is just that they are derivatively so; they being truth-apt depends on other things being truth-apt. Some orthodox theorists prefer TB1 –Stalnaker (1972)– some prefer TB2 –Richard (1990). We need not concern ourselves with the reasons for their preferences here. Rather, our concern shall be this: why accept orthodoxy at all in either form: TB1 or TB2 ? There is without doubt a strong general reason to accept the propositional view. -
Arxiv:1805.11824V1 [Cs.CL] 30 May 2018
Artificial Intelligence Review manuscript No. (will be inserted by the editor) Anaphora and Coreference Resolution: A Review Rhea Sukthanker · Soujanya Poria · Erik Cambria · Ramkumar Thirunavukarasu Received: date / Accepted: date Abstract Entity resolution aims at resolving repeated references to an entity in a document and forms a core component of natural language processing (NLP) research. This field possesses immense potential to improve the performance of other NLP fields like machine translation, sentiment analysis, paraphrase detection, summarization, etc. The area of entity resolution in NLP has seen proliferation of research in two separate sub-areas namely: anaphora resolution and coreference resolution. Through this review article, we aim at clarifying the scope of these two tasks in entity resolution. We also carry out a detailed analysis of the datasets, evaluation metrics and research methods that have been adopted to tackle this NLP problem. This survey is motivated with the aim of providing the reader with a clear understanding of what constitutes this NLP problem and the issues that require attention. Keywords Entity Resolution · Coreference Resolution · Anaphora Resolution · Natural Language Processing · Sentiment Analysis · Deep Learning 1 Introduction A discourse is a collocated group of sentences which convey a clear understanding only when read together. The etymology of anaphora is ana (Greek for back) and pheri (Greek for to bear), which in simple terms means repetition. In computational linguistics, anaphora is typically defined as references to items mentioned earlier in the discourse or \pointing back" reference as described by (Mitkov, 1999). The most prevalent type of anaphora in natural language is the pronominal anaphora (Lappin and Leass, 1994). -
Event Coreference Resolution: a Survey of Two Decades of Research
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18) Event Coreference Resolution: A Survey of Two Decades of Research Jing Lu and Vincent Ng Human Language Technology Research Institute University of Texas at Dallas Richardson, TX 75083-0688 fljwinnie,[email protected] Abstract Recent years have seen a gradual shift of focus from entity-based tasks to event-based tasks in informa- tion extraction research. Being a core event-based task, event coreference resolution is less studied but arguably more challenging than entity corefer- ence resolution. This paper provides an overview of the major milestones made in event coreference research since its inception two decades ago. Figure 1: The standard information extraction pipeline 1 Introduction It should be easy to see from this example that to per- Compared to entity coreference resolution, event coreference form end-to-end event coreference resolution, one has to resolution is less studied but arguably more challenging. To build an information extraction (IE) pipeline (cf. Figure 1) see its difficulty, consider the following example on within- that involves (1) extracting the entity mentions from a given document event coreference resolution, whose goal is to de- document (the entity extraction component) and determining termine which event mentions in a document refer to the same which of them are coreferent (the entity coreference compo- real-world event: nent); (2) extracting the event mentions by identifying their trigger words/phrases and determining which entity mentions Georges Cipriani fleftg a prison in Ensisheim ev1 are their arguments (the event extraction component); and (3) in northern France on parole on Wednesday. -
Binding and Coreference in Vietnamese
University of Massachusetts Amherst ScholarWorks@UMass Amherst Doctoral Dissertations Dissertations and Theses October 2019 Binding and Coreference in Vietnamese Thuy Bui University of Massachusetts Amherst Follow this and additional works at: https://scholarworks.umass.edu/dissertations_2 Part of the Psycholinguistics and Neurolinguistics Commons, Semantics and Pragmatics Commons, and the Syntax Commons Recommended Citation Bui, Thuy, "Binding and Coreference in Vietnamese" (2019). Doctoral Dissertations. 1694. https://doi.org/10.7275/ncqc-n685 https://scholarworks.umass.edu/dissertations_2/1694 This Open Access Dissertation is brought to you for free and open access by the Dissertations and Theses at ScholarWorks@UMass Amherst. It has been accepted for inclusion in Doctoral Dissertations by an authorized administrator of ScholarWorks@UMass Amherst. For more information, please contact [email protected]. BINDING AND COREFERENCE IN VIETNAMESE A Dissertation Presented by THUY BUI Submitted to the Graduate School of the University of Massachusetts Amherst in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY September 2019 Linguistics c Copyright by Thuy Bui 2019 All Rights Reserved BINDING AND COREFERENCE IN VIETNAMESE A Dissertation Presented by THUY BUI Approved as to style and content by: ————————————————– Kyle Johnson, Co-Chair ————————————————– Brian Dillon, Co-Chair ————————————————– Rajesh Bhatt, Member ————————————————– Adrian Staub, Member ————————————————– Joe Pater, Department Chair Department of Linguistics ACKNOWLEDGMENTS I now realize how terrible I really am at feelings, words, and expressing feelings with words, as I spent the past three weeks trying to make these acknowledge- ments sound right, and they just never did. With this acute awareness and abso- lutely no compensating skills, I am going to include a series of inadequate thank yous to the many amazing people whose overflowing acts of kindness towards me exceeds what words can possibly describe anyway.