Notes:
This text appears to be discussing the use of natural language data in the study of metaphor, particularly in the context of computational linguistic tasks, such as natural language processing. The text mentions the use of frames and constructions in a metaphor network, and the assignment of scores to represent the level of confidence in linguistic expressions. The text also mentions the study of metaphor in language and gesture, and how they interact. The text also mentions the use of big data analysis of natural language corpora, and the use of inheritance-based systems in implementing a metaphor network. The text also mentions the use of gesture as a way to study cognition, and the use of metaphor theory in natural language processing. The text also mentions the use of automated metaphor identification across languages and domains, and the design of a classic-enriched metaphor network. The text also mentions the relationship between a culture’s metaphor network and its world view, and the interaction of syntax and metaphor in gesture.
In the context of metaphor research, a frame is a mental structure that organizes and categorizes concepts and experiences. Frames can provide a way of understanding and interpreting new information by relating it to pre-existing knowledge and expectations.
Constructions are specific language patterns that are used to convey meaning and convey grammatical relationships between words. In the context of a metaphor network, frames and constructions may be used to analyze and understand the use of metaphors in language. For example, a frame might be used to categorize different types of metaphors, while a construction might be used to analyze the specific wording and syntax used to convey a metaphor. By analyzing the frames and constructions used in a metaphor network, researchers may be able to gain insights into the ways that metaphors are used to convey meaning and understand their function in language and communication.
Metaphor theory is a branch of linguistic and cognitive theory that studies the role of metaphor in language and thought. Metaphor theory is concerned with how people use and understand figurative language, particularly metaphors, in order to convey meaning and facilitate communication.
According to metaphor theory, metaphors are not simply decorative or ornamental elements of language, but are fundamental to the way people think and communicate. Metaphors allow people to understand and describe abstract concepts and experiences in terms of concrete ones, and can be used to convey complex ideas in a more easily comprehensible way.
Metaphor theory has been developed and studied by linguists, cognitive scientists, and philosophers, and has had a significant impact on the fields of psychology, education, and communication. It has also been applied to the study of natural language processing and the development of computational models of metaphor understanding.
Automated metaphor identification is the use of computational methods to identify and analyze metaphors in natural language text. There are several approaches to automated metaphor identification, and the specific method used will depend on the goals of the analysis and the characteristics of the text being analyzed.
One common approach to automated metaphor identification involves the use of natural language processing (NLP) techniques to identify and classify metaphors in a text. This can involve the use of machine learning algorithms to identify patterns in the language that are indicative of metaphor use, or the use of predefined rules or dictionaries to identify specific metaphors or types of metaphors.
Another approach to automated metaphor identification involves the use of computational models of metaphor understanding. These models may be based on theories of metaphor processing in the human brain, and may be trained on large datasets of annotated metaphor examples in order to identify and classify metaphors in a text.
Regardless of the specific approach used, automated metaphor identification can be a useful tool for understanding the use and function of metaphors in language and communication, and can be applied in a variety of contexts, such as natural language processing, text analysis, and language education.
The interaction of syntax and metaphor in gesture refers to the ways in which the syntactic structure of language (i.e., the way that words are arranged and combined to form sentences) and the use of metaphorical expressions (i.e., the use of words or phrases to describe one thing in terms of another) are manifested in nonverbal forms of communication, such as gestures.
Research on the interaction of syntax and metaphor in gesture has shown that gestural communication often mirrors the syntax and structure of the language being spoken. For example, gestures may be used to emphasize the syntactic structure of a sentence, such as by using hand movements to indicate the subject and object of a sentence. Gestures may also be used to convey metaphorical expressions, such as by using a hand motion to indicate the movement of a bird in flight when describing someone as “light as a feather.”
The interaction of syntax and metaphor in gesture can provide insight into the ways that people use language and communicate nonverbally, and can also be useful in the study of natural language processing and the development of computational models of language understanding.
Resources:
- mappingmetaphor.arts.gla.ac.uk .. the metaphor map of english
- metnetscandinavia.com .. a network for metaphor research
See also:
Conceptual Space Design Based on Word Embedding for Dynamic Metaphor Network Construction
HJ Kim, J Choi, DW Seo, PK Kim – The 9th International Conference on …, 2020 – dl.acm.org
… , so metaphor research in natural language processing and … promote the current natural language comprehension system … to establish a human-like natural language processing (NLP) …
The Research between Cognitive linguistics and Metaphor Translation
J Cui – 2017 – webofproceedings.org
… will inevitably emerge in the natural language cognitive equivalence of metaphor expressions, … , the whole chapter a metaphor network of family. Metaphor network itself in a variety of …
Introduction to metanet
MRL Petruck – MetaNet, 2016 – torrossa.com
… , where both research projects rely on natural language data for ongoing refinement and … , frames, and constructions in a metaphor network, while also contributing to the development of …
Introduction to MetaNet
M Petruck – MetaNet. Amsterdam: John Benjamins, 2018 – books.google.com
… , where both research projects rely on natural language data for ongoing refinement and … , frames, and constructions in a metaphor network, while also contributing to the development of …
Corpus-based Metaphor Analysis through Graph Theoretical Methods
M Teich, W Leal, J Jost – arXiv preprint arXiv:2209.12234, 2022 – arxiv.org
… To the Natural Language Processing community, we introduce metaphor theory as a basis … To test whether these two semantic measures are related to the metaphor network role …
Automated metaphor identification across languages and domains
E Sweetser, O David, E Stickles – … in the Digital Age: Theory and …, 2019 – books.google.com
… Big-data analysis of natural language corpora is growing fast–in the academic world, in … We can use this inheritance-based system in implementing the metaphor network to decide …
Cross-linguistic automated detection of metaphors for poverty and cancer
O David, T Matlock – Language and Cognition, 2018 – cambridge.org
… , especially given recent developments with Natural Language Processing (NLP) technologies. … Other domains can be added to the core primary metaphor network with minimal tweaks, …
MetaNet: Deep semantic automatic metaphor analysis
EK Dodge, J Hong, E Stickles – Proceedings of the Third …, 2015 – aclanthology.org
… In addition, the relational patterns are assigned scores that represent the level of confidence that a linguistic expression with a matching frame and metaphor network pattern would …
Selective metaphor impairments after left, not right, hemisphere injury
ER Cardillo, M McQuire, A Chatterjee – Frontiers in psychology, 2018 – frontiersin.org
… this is more reflective of natural language and to bridge the … implicated in the metaphor network. Metaphor comprehension is … of key areas in the metaphor network are necessary to more …
Analogical reasoning in uncovering the meaning of digital-technology terms: the case of backdoor
IV Skrynnikova – Journal of Computer-Assisted Linguistic Research, 2020 – ojs.upv.es
… Despite the fact that specific methodologies and goals vary, most natural language processing (… Subsequently, other domains can be added to the core primary metaphor network as …
CCMR: A Classic-enriched Connotation-aware Music Retrieval System on Social Media with Visual Inputs
L Shang, DY Zhang, J Shen, EL Marmion… – Social Network Analysis …, 2021 – Springer
… In particular, we design a classic-enriched metaphor network (CMN… We formally define the classic-enriched metaphor network (… conference on natural language processing, pp 290–297 …
Fantastic metaphors and where to find them
M Bolognesi, K Despot – Metaphor and Metonymy in the Digital …, 2019 – books.google.com
… constructions, a hierarchical conceptual metaphor network reliant on the cascading inheritance from … Computational linguistic tasks involve research on metaphor in natural language …
Camr: Towards connotation-aware music retrieval on social media with visual inputs
L Shang, ZD Yue, KS Karim, J Shen… – 2020 IEEE/ACM …, 2020 – ieeexplore.ieee.org
… In particular, we design a metaphor network (MNet) to explicitly extract a set of metaphorical entities that are related to the connotations in image and music, and identify …
The interaction of syntax and metaphor in gesture: A corpus-experimental approach
E Stickles – 2016 – search.proquest.com
This dissertation is a study of metaphor in usage: metaphor in language, metaphor in gesture, and how they interact. Gesture provides a route to study both the cognition associated with …
A Contrastive Analysis Of Food Idioms: Linguistic And Cultural Perspectives
DC Ionescu – Bucharest: Oscar Print Publishing Company, 2017 – doi.fil.bg.ac.rs
… This specific metaphor network in the field of information and ideas is common to all varieties of English, but it is predominant in the IT language and in the political press. In Romania, …
Apples of gold in settings of silver is a word spoken at the right time: the translation of biblical metaphors in Hausa and Swahili
H Firsching – 2017 – books.google.com
… world view can be deduced from its metaphor network. Hence, in order to understand the … , ie a translated text ought to be written in natural language (Luther 1530: 195). Luther’s aim in …
Idioms As Phrasemes, Phraseology As An Investigating Tool–A Case Study On Food Idioms From A Contrastive Perspective
DC Ionescu – A Life in Linguistics: A Festschrift for Alexandra …, 2022 – books.google.com
… This specific metaphor network in the field of information and ideas is common to all varieties of English, but it is predominant in the IT language and in the political press. In Romania, …
Artificial intelligence in computer security: Detection, temporary repair and defense
A Randrianasolo – 2012 – ttu-ir.tdl.org
Computer security system providers are unable to provide timely security updates. Most security systems are not designed to be adaptive to the increasing number of new threats. …
Digital humanities and research methods in religious studies: an introduction
CD Cantwell, K Petersen – 2021 – books.google.com
The Digital Humanities is a well-established, fast-growing, multidisciplinary field producing computational applications and analytical models that enable new kinds of research in both …