Automatic metaphor detection using constructions and frames

2016 ◽  
Vol 8 (2) ◽  
pp. 295-322 ◽  
Author(s):  
Jisup Hong
Keyword(s):  
Conceptual Metaphor ◽  
Detection System ◽  
Construction Grammar ◽  
Computational Resource ◽  
Frame Semantics ◽  
Conceptual Metaphor Theory ◽  
Relative Success ◽  
Metaphor Theory ◽  
Recent Developments ◽  
Conceptual Network

This paper presents MetaNet’s automatic metaphor detection system that applies theoretical principles from construction grammar, frame semantics, and recent developments in conceptual metaphor theory, including the theory of cascades (Lakoff 2014). The system has achieved relative success in identifying metaphorical expressions for a range of target domains from large corpora and holds promise as a useful tool for corpus-based study of metaphor. The detection system relies on MetaNet’s conceptual network of frames and metaphors as a computational resource for its functionality, and improves automatically as the representations stored in the network are built up. In addition, because of its theoretically principled design the system’s level of accuracy at identifying metaphorical expressions provides feedback to linguists about the accuracy of the frame and metaphor analyses in the network.

Metaphor Research and the Hebrew Bible

2021 ◽  
Vol 19 (3) ◽  
pp. 235-285
Author(s):  
Mason D. Lancaster
Keyword(s):  
Hebrew Bible ◽  
Conceptual Metaphor ◽  
Future Research ◽  
Conceptual Metaphor Theory ◽  
Current Trends ◽  
Metaphor Theory ◽  
Recent Developments

This article provides an overview of metaphor theories and research on their own terms, as well as their use in Hebrew Bible (HB) studies. Though metaphor studies in the HB have become increasingly popular, they often draw upon a limited or dated subset of metaphor scholarship. The first half of this article surveys a wide variety of metaphor scholarship from the humanities (philosophical, poetic, rhetorical) and the sciences (e.g., conceptual metaphor theory), beginning with Aristotle but focusing on more recent developments. The second half overviews studies of metaphor in the HB since 1980, surveying works focused on theory and method; works focused on specific biblical books or metaphor domains; and finally noting current trends and suggesting areas for future research.

Recent developments in metaphor theory

2011 ◽  
Vol 9 (1) ◽  
pp. 11-25 ◽  
Author(s):  
Zoltán Kövecses
Keyword(s):  
Conceptual Metaphor ◽  
Relevance Theory ◽  
Conceptual Metaphor Theory ◽  
Metaphor Theory ◽  
Recent Developments ◽  
Stage Process ◽  
Input Hypothesis ◽  
Alternative Theories

Several scholars have proposed alternative views to conceptual metaphor theory (see, for example, Ortony, 1993; Barnden, 2006; Wilson and Carston, 2006, 2008; Vega, 2007; Gibbs, 2008). How are the modified, refined, and alternative theories related to each other and standard conceptual metaphor theory, and which theory provides the best account of the phenomenon of metaphor? The particular approaches I will consider in this paper include the theory of metaphor as categorization, standard conceptual metaphor theory, blending theory, the neural theory of metaphor, conceptual metaphor theory as based on the idea of main meaning focus, and relevance theory. I will present the various theories through the analysis of a single metaphorical sentence: This surgeon is a butcher. I will propose that conceptual metaphor theory as based on the idea of the main meaning focus gives us a good way of characterizing the emergence of the sentence’s meaning. This characterization consists of a four-stage process. First, there exist two independent conceptual categories: BUTCHERY and SURGERY. Second, due to the similarity between the two, a metaphorical relationship is established between them. Third, the property of incompetence emerges in the concept of BUTCHERY in light of and against the background of the concept of SURGERY. Fourth, this property is projected into the blend, in which the property will now characterize the surgeon. I will point out that this approach is compatible with several other views, such as Ruiz de Mendoza’s Combined Input Hypothesis and with aspects of relevance theory.

Reanimating the Body in Conceptual Metaphor Theory

2019 ◽  
pp. 18-46
Author(s):  
Elisabeth El Refaie
Keyword(s):  
Human Body ◽  
Cultural Practices ◽  
Conceptual Metaphor ◽  
Cross Cultural ◽  
The Body ◽  
Social Semiotics ◽  
Conceptual Metaphor Theory ◽  
Metaphor Theory ◽  
Recent Developments ◽  
Body Shapes

This chapter critically reviews the traditional notion of embodiment in Conceptual Metaphor Theory (CMT), arguing that it is characterized by a somewhat inflexible view of the way the human body shapes one’s thinking. Probing more recent developments in CMT, including dynamic systems approaches and cross-cultural studies of metaphor, and confronting these with key theories from phenomenology, psychology, social semiotics, and media theory, the original notion of dynamic embodiment is developed. Accordingly, the degree to which people draw on their own bodies when producing and interpreting metaphors depends not only on the cultural practices and the specific actions in which they are engaged at any given moment, but also on the degree to which they are consciously aware of their physicality, as well as the affordances of the modes and media they are using to communicate.

Integrating constructional semantics and conceptual metaphor

2016 ◽  
Vol 8 (2) ◽  
pp. 141-165 ◽  
Author(s):  
Karen Sullivan
Keyword(s):  
Cognitive Linguistics ◽  
Conceptual Metaphor ◽  
Conceptual Structure ◽  
Unified Model ◽  
Cognitive Grammar ◽  
Frame Semantics ◽  
Conceptual Metaphor Theory ◽  
Conceptual Structures ◽  
Metaphoric Language ◽  
Metaphor Theory

Conceptual Metaphor Theory (CMT) aims to represent the conceptual structure of metaphors rather than the structure of metaphoric language. The theory does not explain which aspects of metaphoric language evoke which conceptual structures, for example. However, other theories within cognitive linguistics may be better suited to this task. These theories, once integrated, should make building a unified model of both the conceptual and linguistic aspects of metaphor possible. First, constructional approaches to syntax provide an explanation of how particular constructional slots are associated with different functions in evoking metaphor. Cognitive Grammar is especially effective in this regard. Second, Frame Semantics helps explain how the words or phrases that fill the relevant constructional slots evoke the source and target domains of metaphor. Though these theories do not yet integrate seamlessly, their combination already offers explanatory benefits, such as allowing generalizations across metaphoric and non-metaphoric language, and identifying the words that play a role in evoking metaphors, for example.

Formalizing contemporary conceptual metaphor theory

2016 ◽  
Vol 8 (2) ◽  
pp. 166-213 ◽  
Author(s):  
Elise Stickles ◽  
Oana David ◽  
Ellen K. Dodge ◽  
Jisup Hong
Keyword(s):  
Internal Structure ◽  
Conceptual Metaphor ◽  
Construction Grammar ◽  
Data Driven ◽  
Metaphor Analysis ◽  
Conceptual Metaphor Theory ◽  
Naturally Occurring ◽  
Metaphor Theory ◽  
Data Driven Approach ◽  
Hierarchical Nature

This paper describes an innovative formalization of Conceptual Metaphor Theory and its implementation in a structured metaphor repository. Central to metaphor analysis is the development of an internal structure of frames and relations between frames, based on an Embodied Construction Grammar framework, which then informs the structure of metaphors and relationships between metaphors. The hierarchical nature of metaphors and frames is made explicit, such that inferential information originating in embodied conceptual primitives is inherited throughout the network. The present analysis takes a data-driven approach, where lexical differences in linguistic expressions attested in naturally-occurring discourse lead to a continued refinement and expansion of our analyses.

scholarly journals A Cognitive Linguistics approach to internet memes on selected Polish internet sites

2019 ◽  
Author(s):  
Julia Ostanina-Olszewska ◽  
Aleksandra Majdzińska-Koczorowicz
Keyword(s):  
Social Communication ◽  
Cognitive Linguistics ◽  
Conceptual Metaphor ◽  
Conceptual Blending ◽  
Frame Semantics ◽  
Conceptual Metaphor Theory ◽  
Semantic Framework ◽  
Wide Range ◽  
Metaphor Theory ◽  
Salient Features

A Cognitive Linguistics approach to internet memes on selected Polish internet sitesThe present study aims to analyse selected internet memes as examples of social communication from the perspective of Cognitive Linguistics, and to examine more closely the relation between their visual and verbal aspects. Internet memes contain a wide range of constructions (necessary for rebuilding the semantic framework and extracting selected content), which are fragmentary but at the same time sufficient to induce a whole framework of meanings by using their salient features. The multimodal context is considered within the frameworks of conceptual metaphor theory (Lakoff & Johnson, 1980), construal (Langacker, 1987, 2008), frame semantics (Fillmore, 1988), conceptual blending theory (Fauconnier & Turner, 2002) and Discourse Viewpoint Space (Dancygier & Vandelanotte, 2016). The paper will present an analysis of the structure of internet memes, which are rich concepts that spread rapidly and widely, and also invite recipients to actively participate in the construction of the message, thus becoming contributors. Memy internetowe na wybranych polskich stronach internetowych. Podejście językoznawstwa kognitywnegoMemy są często bogatymi tworami, łączącymi konstrukcje i zabiegi językowe z elementami wizualnymi, które pomimo bycia jedynie cząstkowymi desygnatami, pozwalają na wydobycie ram semantycznych oraz zrozumienie określonych treści z często fragmentarycznego przekazu obrazka. Przyswojenie komunikatu odbywa się przy pomocy wybranych elementów językowych i ikonicznych osadzonych w kontekście multimodalnym.Celem artykułu jest analiza relacji pomiędzy aspektem wizualnym i werbalnym w wybranych memach internetowych, rozumianych jako przykłady komunikacji społecznej, przy pomocy narzędzi językoznawczych, m.in. teorii metafory pojęciowej i metonimii (Lakoff i Johnson, 1980), obrazowania mentalnego (Langaker, 1987, 2008), semantyki ramowej (Fillmore, 1988), teorii amalgamatów pojęciowych (Fauconnier i Turner, 2002) oraz perspektywy narracyjnej (ang. Discourse Viewpoint Space) (Dancygier i Vandelanotte, 2016).

Frame-semantic issues in building a bilingual lexicographic resource

2013 ◽  
Vol 5 (1) ◽  
pp. 1-34 ◽  
Author(s):  
Thomai Dalpanagioti
Keyword(s):  
Semantic Analysis ◽  
Conceptual Metaphor ◽  
Theoretical Implication ◽  
Small Scale ◽  
Motion Verbs ◽  
Frame Semantics ◽  
Conceptual Metaphor Theory ◽  
Metaphor Theory ◽  
Usage Patterns ◽  
Query Systems

This paper discusses the issues that emerged from applying frame semantics to the development of a small-scale bilingual database for Greek and English motion verbs. Proposing an alternative to current lexicography in Greece, the database exploits available corpora and query systems, and carries out a (manual) frame-semantic analysis of the extracted data. The most important theoretical implication of the database is that by combining frame semantics with conceptual metaphor theory and corpus-based information on usage patterns, we can make precise (monolingual) descriptions and effective (cross-linguistic) comparisons. From a practical perspective, the database complements existing English FrameNet and contributes to the creation of a new resource, i.e. a FrameNet for Greek.

scholarly journals Reframing Reality of Online Learning on the Basis of Internet Memes

2021 ◽  
pp. 140-155
Author(s):  
Aleksandra Majdzińska-Koczorowicz ◽  
Julia Ostanina-Olszewska
Keyword(s):  
Online Learning ◽  
Distance Learning ◽  
Cognitive Linguistics ◽  
Conceptual Metaphor ◽  
Cognitive Models ◽  
Frame Semantics ◽  
Conceptual Metaphor Theory ◽  
Metaphor Theory

The paper sets out to investigate the interplay between image and text with reference to chosen cognitive models in order to pinpoint the image of distance learning during the COVID-19 pandemic. The bilateral nature of memes will be discussed in relation to the cognitive linguistics framework, in particular the Conceptual Metaphor Theory (CMT) (Lakoff and Johnson 1980, Kovecses 2002, Forceville 1996, 2008, 2009), Frame Semantics (Fillmore 1988) construal (Langacker 1987, 2008), blending theory (Fauconnier and Turner 2002), Discourse Viewpoint Space  (Dancyngier and Vandelanotte 2017).

Metaphor, Cognition, Culture

2018 ◽  
Author(s):  
Zoltán Kövecses
Keyword(s):  
Conceptual Metaphor ◽  
The Other ◽  
Conceptual Metaphor Theory ◽  
Conceptual Metaphors ◽  
Culture And Cognition ◽  
Metaphor Theory ◽  
The One ◽  
Cultural Reality ◽  
Metaphor And Metonymy

The chapter reports on work concerned with the issue of how conceptual metaphor theory (CMT) functions as a link between culture and cognition. Three large areas are investigated to this effect. First, work on the interaction between conceptual metaphors, on the one hand, and folk and expert theories of emotion, on the other, is surveyed. Second, the issue of metaphorical universality and variation is addressed, together with that of the function of embodiment in metaphor. Third, a contextualist view of conceptual metaphors is proposed. The discussion of these issues leads to a new and integrated understanding of the role of metaphor and metonymy in creating cultural reality and that of metaphorical variation across and within cultures, as well as individuals.

scholarly journals Conceptualizations of the Heart in Jordanian Arabic: A Cognitive Perspective

2020 ◽  
Vol 12 (4) ◽  
pp. 65
Author(s):  
Omar Bani Mofarrej ◽  
Ghaleb Rabab'ah
Keyword(s):  
Human Body ◽  
Human Heart ◽  
Conceptual Metaphor ◽  
Cognitive Mechanisms ◽  
Conceptual Metaphor Theory ◽  
Cognitive Perspective ◽  
Jordanian Arabic ◽  
Metaphor Theory ◽  
Idiomatic Expressions ◽  
Levantine Arabic

The present paper examines the metaphorical and metonymical conceptualizations of the heart in Jordanian Arabic (JA) within the framework of Conceptual Metaphor Theory developed by Lakoff and Johnson (1980). The main aim is to explore how the human heart is conceptualized in JA, and to test the applicability of the different general cognitive mechanisms proposed by Niemeier (2003 and 2008) to those found in JA. The data were extracted from Idioms and Idiomatic Expressions in Levantine Arabic: Jordanian Dialect (Alzoubi, 2020), and other resources including articles, dissertations and books of Arabic proverbs. The findings revealed that all the four general cognitive mechanisms suggested by Niemeier (2003 and 2008) are applicable to JA. The findings also showed that the similarity derives from the universal aspects of the human body, which lends tremendous support to the embodiment hypothesis proposed by cognitive linguists. 

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